Batch-Learning Self-Organizing Map with Weighted Connections avoiding false-neighbor effects
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Matsushita, H.; Nishio, Y.
Year: 2010
Training a spiking neural network to control a 4-DoF robotic arm based on Spike Timing-Dependent Plasticity
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bouganis, A.; Shanahan, M.
Year: 2010
A hybrid grey-fuzzy-neural networks model for enterprises' bankruptcy
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Scarlat, E.; Delcea, C.
Year: 2010
A privacy attack that removes the majority of the noise from perturbed data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sramka, M.
Year: 2010
Euclidean distance and second derivative based widths optimization of radial basis function neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wen Yao; Xiaoqian Chen; van Tooren, M.; Yuexing Wei
Year: 2010
Self-organized executive control functions
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Maniadakis, M.; Trahanias, P.; Tani, J.
Year: 2010
Improved Kohonen Feature Map Probabilistic Associative Memory based on Weights Distribution
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Noguchi, S.; Osana, Y.
Year: 2010
Cerebellar spiking engine: Towards objet model abstraction in manipulation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Luque, N.R.; Garrido, J.A.; Carrillo, R.R.; Ros, E.
Year: 2010
Application of artificial neural networks and related techniques to intrusion detection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bitter, C.; Elizondo, D.A.; Watson, T.
Year: 2010
Brain status data analyzed by Empirical Mode Decomposition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zeiler, A.; Faltermeier, R.; Keck, I.R.; Tomé, A.M.; Brawanski, A.; Puntonet, C.G.; Lang, E.W.
Year: 2010
Sliding mode online learning for flight control applications in unmanned aerial systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Krüger, T.; Mössner, M.; Kuhn, A.; Axmann, J.; Vorsmann, P.
Year: 2010
Early detection of diseases in tomato crops: An Electronic Nose and intelligent systems approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ghaffari, R.; Fu Zhang; Iliescu, D.; Hines, E.; Leeson, M.; Napier, R.; Clarkson, J.
Year: 2010
Sliding Empirical Mode Decomposition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Faltermeier, R.; Zeiler, A.; Keck, I.R.; Tome, A.M.; Brawanski, A.; Lang, E.W.
Year: 2010
Change detection tests using the ICI rule
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Alippi, C.; Boracchi, G.; Roveri, M.
Year: 2010
MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sheng Chen; Haibo He; Kang Li; Desai, S.
Year: 2010
A method to build a representation using a classifier and its use in a K Nearest Neighbors-based deployment
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lemaire, V.; Boullé, M.; Clérot, F.; Gouzien, P.
Year: 2010
Reaction-diffusion based model to develop binocular simple cells in visual cortex along with cortical maps
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Siddiqui, M.S.M.; Bhaumik, B.
Year: 2010
Insect inspired unsupervised learning for tactic and phobic behavior enhancement in a hybrid robot
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Arena, P.; De Fiore, S.; Patané, L.; Pollino, M.; Ventura, C.
Year: 2010
Emotional quality level recognition based on HRV
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ming-Han Wu; Chih-Jen Wang; Yen-Kuang Yang; Jeen-Shing Wang; Pau-Choo Chung
Year: 2010
Segmentation of head MR images using hybrid neural networks of unsupervised learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Otani, T.; Sato, K.; Madokoro, H.; Inugami, A.
Year: 2010
Heterogeneous Bayesian ensembles for classifying spam emails
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wenjia Wang
Year: 2010
Ethical and legal issues of the use of computational intelligence techniques in computer security and computer forensics
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Stahl, B.; Elizondo, D.; Carroll-Mayer, M.; Yingqin Zheng; Wakunuma, K.
Year: 2010
A low-power, high-resolution WTA utilizing translinear-loop pre-amplifier
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hung-Yi Hsieh; Kea-Tiong Tang; Zen-Huan Tsai; Hsin Chen
Year: 2010
Analyzing the dynamics of the simultaneous feature and parameter optimization of an evolving Spiking Neural Network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Schliebs, S.; Defoin-Platel, M.; Kasabov, N.
Year: 2010
Classifying means of transportation using mobile sensor data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nick, T.; Coersmeier, E.; Geldmacher, J.; Goetze, J.
Year: 2010
Using multiple measures to predict confidence in instance classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Monteith, K.; Martinez, T.
Year: 2010
Testing olfactory models with an artificial experimental platform
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Martinelli, E.; Polese, D.; Dini, F.; Paolesse, R.; Filippini, D.; D'Amico, A.; Schild, D.; Lundstrom, I.; Di Natale, C.
Year: 2010
SMART: Simultaneous indoor localization and map construction using smartphones
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Peng Zhuang; Dan Wang; Yi Shang
Year: 2010
A neurodynamic optimization approach to constrained sparsity maximization based on alternative objective functions
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zhishan Guo; Jun Wang
Year: 2010
Creating health typologies with random forest clustering
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ping Sun; Begaj, I.; Fermin, I.; McManus, J.
Year: 2010
Digital spike maps and learning of spike signals
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ogawa, T.; Saito, T.
Year: 2010
Context-aware knowledge modelling for decision support in e-health
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Anya, O.; Tawfik, H.; Amin, S.; Nagar, A.; Shaalan, K.
Year: 2010
Period detection in light curves from astronomical objects using correntropy
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Estévez, P.A.; Huijse, P.; Zegers, P.; Principe, J.C.; Protopapas, P.
Year: 2010
Learning objects on the fly - object recognition for the here and now
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Faubel, C.; Schöner, G.
Year: 2010
Data-Brain driven multi-aspect mining process planning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ning Zhong; Jianhui Chen
Year: 2010
Robust mixture modeling using the Pearson type VII distribution
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jianyong Sun; Kabán, A.; Garibaldi, J.M.
Year: 2010
Occurrence of false memories: A neural module considering context for memorization of words lists
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Araújo, A.F.R.; Bassani, H.F.; Pacheco, R.F.
Year: 2010
Identifying fiber bundles with regularised к-means clustering applied to the grid-based data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nikulin, V.; McLachlan, G.J.
Year: 2010
Dynamic segmentation using Fuzzy Oscillatory Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Solbakken, L.L.
Year: 2010
Comparison of range check classifier and hybrid network classifier for hand sign recognition system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hikawa, H.; Yamazaki, S.; Ando, T.; Miyoshi, S.; Maeda, Y.
Year: 2010
Self organizing maps with the correntropy induced metric
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chalasani, R.; Principe, J.C.
Year: 2010
Feature selection and fast training of subspace based support vector machines
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kitamura, T.; Takeuchi, S.; Abe, S.
Year: 2010
Multiclass classifiers vs multiple binary classifiers using filters for feature selection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sánchez-Marono, N.; Alonso-Betanzos, A.; García-González, P.; Bolón-Canedo, V.
Year: 2010
Classification of micro-array gene expression data using neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tian, D.; Burley, K.
Year: 2010
Content-based spam filtering
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Almeida, T.A.; Yamakami, A.
Year: 2010
A geometric radial basis function network for tracking variant 3D transformations
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bayro-Corrochano, E.; Vazquez-Santacruz, E.
Year: 2010
Projection Vector Machine: One-stage learning algorithm from high-dimension small-sample data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wanyu Deng; Qinghua Zheng; Shiguo Lian; Lin Chen; Xin Wang
Year: 2010
Multiple kernel learning with ICA: Local discriminative image descriptors for recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Si-Yao Fu; Guo-Sheng Yang; Zeng-Guang Hou
Year: 2010
Non-destructive classification of watermelon ripeness using Mel-Frequency Cepstrum Coefficients and Multilayer Perceptrons
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Baki, S.R.M.S.; Annuar Mohd Z, M.; Yassin, I.M.; Hasliza, A.H.; Zabidi, A.
Year: 2010
Neural network with ensembles
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kussul, E.; Makeyev, O.; Baidyk, T.; Reyes, D.C.
Year: 2010
Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vance, T.; Reljin, N.; Lazarevic, A.; Pokrajac, D.; Kecman, V.; Melikechi, N.; Marcano, A.; Markushin, Y.; McDaniel, S.
Year: 2010
Affordable emerging computer hardware for neuromorphic computing applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bishop, M.; Moore, M.J.; Burns, D.J.; Pino, R.E.; Linderman, R.
Year: 2010
Unsupervised learning via iteratively constructed clustering ensemble
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yun Yang; Ke Chen
Year: 2010
Extending Self-Organizing Maps with uncertainty information of probabilistic PCA
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sovilj, D.; Raiko, T.; Oja, E.
Year: 2010
Over-segmentation and Neural Binary Validation for cursive handwriting recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hong Lee; Verma, B.
Year: 2010
Exploit of online social networks with Semi-Supervised Learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mingzhen Mo; Dingyan Wang; Baichuan Li; Dan Hong; King, I.
Year: 2010
State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vassiljeva, K.; Petlenkov, E.; Belikov, J.
Year: 2010
Fuzzy predictive models to help teachers in e-learning courses
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nebot, A.; Mugica, F.; Castro, F.
Year: 2010
Agents based approach for smart eco-home environments
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Runhe Huang; Itou, M.; Tamura, T.; Jianhua Ma
Year: 2010
Development of a virtual agent based social tutor for children with autism spectrum disorders
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Milne, M.; Luerssen, M.H.; Lewis, T.W.; Leibbrandt, R.E.; Powers, D.M.W.
Year: 2010
Gene ontology fuzzy-enrichment analysis to investigate drug mode-of-action
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Iorio, F.; Murino, L.; di Bernardo, D.; Raiconi, G.; Tagliaferri, R.
Year: 2010
Mapping the Diffusion Network into a stochastic system in Very Large Scale Integration
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chen-Han Chien; Chih-Chen Lu; Hsin Chen
Year: 2010
Automatic extraction of face contours
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chih-Yu Hsu; Hao-Feng Wang; Hui-Ching Wang; Kuo-Kun Tseng; Yih-Jing Tang
Year: 2010
A Cost Function Based Single Network Adaptive Critic architecture for optimal control synthesis for a class of nonlinear systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jie Ding; Balakrishnan, S.N.; Lewis, F.L.
Year: 2010
Zip nets: Efficient associative computation with binary synapses
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Knoblauch, A.
Year: 2010
Rolling element bearing diagnosis using convex hull
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Volpi, S.L.; Cococcioni, M.; Lazzerini, B.; Stefanescu, D.
Year: 2010
Neuronet's method of weighted residuals for computer simulation of hydrodynamics problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kretinin, A.V.; Bulygin, Yu.A.; Kirpichev, M.I.; Darneva, T.I.
Year: 2010
Comparison between different methods for developing neural network topology applied to a complex polymerization process
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Curteanu, S.; Leon, F.; Furtuna, R.; Dragoi, E.N.; Curteanu, N.
Year: 2010
Optimizing subclass discriminant Error Correcting Output Codes using particle swarm optimization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bouzas, D.; Arvanitopoulos, N.; Tefas, A.
Year: 2010
Incremental learning for visual classification using Neural Gas
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Aleo, I.; Arena, P.; Patané, L.
Year: 2010
Density estimation-based document categorization using von Mises-Fisher kernels
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Skabar, A.; Memon, S.
Year: 2010
Fixed point method of step-size estimation for on-line neural network training
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wawrzyński, P.
Year: 2010
New top-down methods using SVMs for Hierarchical Multilabel Classification problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cerri, R.; de Carvalho, A.C.P.L.F.
Year: 2010
Forecasting electricity prices using a RBF neural network With GARCH errors
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Santos, A.A.P.; dos Santos Coelho, L.; Klein, C.E.
Year: 2010
Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:De Vito, S.; Martinelli, E.; Di Fuccio, R.; Tortorella, F.; Di Francia, G.; D'Amico, A.; Di Natale, C.
Year: 2010
Factors affecting boosting ensemble performance on DNA microarray data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Guile, G.R.; Wenjia Wang
Year: 2010
Building the knowledge base of a buyer agent using reinforcement learning techniques
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Boulougaris, G.; Kolomvatsos, K.; Hadjiefthymiades, S.
Year: 2010
Machine learning approach for crude oil price prediction with Artificial Neural Networks-Quantitative (ANN-Q) model
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Abdullah, S.N.; Zeng, X.
Year: 2010
Predicting drug absorption rates through human skin
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yi Sun; Lun Tak Lam; Moss, G.; Prapopoulou, M.; Adams, R.; Davey, N.; Gray, D.; Brown, M.
Year: 2010
Optimal synaptic learning in non-linear associative memory
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Knoblauch, A.
Year: 2010
An instruction language for the explicit programming of axonal growth patterns
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zubler, F.; Douglas, R.
Year: 2010
Compositional generative mapping of structured data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Davide Bacciu; Alessio Micheli; Alessandro Sperduti
Year: 2010
Identification of improper processes by variable tap-length complex-valued adaptive filters
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ujang, B.C.; Took, C.C.; Mandic, D.P.
Year: 2010
A scalable reference-point based algorithm to efficiently search large chemical databases
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Napolitano, F.; Tagliaferri, R.; Baldi, P.
Year: 2010
Application of biologically inspired neural oscillators to colour image segmentation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Belatreche, A.; Maguire, L.P.; McGinnity, T.M.; Ghani, A.; McDaid, L.J.
Year: 2010
Combining probabilistic neural networks and decision trees for maximally accurate and efficient accident prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tambouratzis, T.; Souliou, D.; Chalikias, M.; Gregoriades, A.
Year: 2010
Active learning support vector machines to classify imbalanced reservoir simulation data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yu, T.
Year: 2010
Incremental knowledge acquisition and self learning from text
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:De Silva, D.; Alahakoon, D.
Year: 2010
Negative emotion detection using the heart rate recovery and time for twelve-beats heart rate decay after exercise stress test
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chun-Han Yang; Jue-Long Wang; Ko-Long Lin; Yau-Hwang Kuo; Kuo-Sheng Cheng
Year: 2010
Quadratic neural unit and its network in validation of process data of steam turbine loop and energetic boiler
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bukovsky, I.; Lepold, M.; Bila, J.
Year: 2010
An iterative approach to local-PCA
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:John, S.; Wersing, H.; Ritter, H.
Year: 2010
Person identification using VEP signals and SVM classifiers
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ferreira, A.; Almeida, C.; Georgieva, P.; Tome, A.
Year: 2010
Transferred correlation learning: An incremental scheme for neural network ensembles
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lei Jiang; Jian Zhang; Allen, G.
Year: 2010
Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Looney, D.; Cheolsoo Park; Yili Xia; Kidmose, P.; Ungstrup, M.; Mandic, D.P.
Year: 2010
Improvement in service robot's interaction through case based reasoning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Roncancio, C.; Rodríguez, J.L.; Zalama, E.; Gómez G.-B, J.
Year: 2010
Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kursun, O.
Year: 2010
Towards optical flow-based robotic homing
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Diamantas, S.C.; Oikonomidis, A.; Crowder, R.M.
Year: 2010
Modeling the beneficial effects of incubation in creative brainstorming
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Farajidavar, A.; Levine, D.S.; Kohn, N.W.; Paulus, P.B.
Year: 2010
Gradient-based SOM clustering and visualisation methods
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Costa, J.A.F.; Hujun Yin
Year: 2010
Rule-based classification approach for railway wagon health monitoring
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shafiullah, G.M.; Shawkat Ali, A.B.M.; Thompson, A.; Wolfs, P.J.
Year: 2010
A rebuilt clone elastic net algorithm for traveling salesman problem
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gang Yang; Junyan Yi; Xiaofeng Meng
Year: 2010
How best to restore operations of a damaged ANN?
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chakraborty, G.; Kurokawa, H.; Chakraborty, B.; Matsuhara, M.; Mabuchi, H.; Terayama, Y.
Year: 2010
Virtual Organization for computational intelligence (VOCI): architecture and realization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Khalil, W.; Mangler, J.; Schikuta, E.
Year: 2010
Selective attention improves self-organization of cortical maps with multiple inputs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Trappenberg, T.; Saito, A.; Hartono, P.
Year: 2010
On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jahanchahi, C.; Took, C.C.; Mandic, D.P.
Year: 2010
Multi-scale Support Vector Regression
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ferrari, S.; Bellocchio, F.; Piuri, V.; Borghese, N.A.
Year: 2010
SOAR — Sparse Oracle-based Adaptive Rule extraction: Knowledge extraction from large-scale datasets to detect credit card fraud
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ryman-Tubb, N.F.; d'Avila Garcez, A.
Year: 2010
Recurrent wavelets neural networks learning via dead zone Kalman filter
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cordova, J.J.; Wen Yu
Year: 2010
Modular neural network integrator for human recognition from ear images
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gutierrez, L.; Melin, P.; Lopez, M.
Year: 2010
Learning long-term dependencies using layered graph neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bandinelli, N.; Bianchini, M.; Scarselli, F.
Year: 2010
Ambient living activity recognition based on feature-set ranking using intelligent systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Baños, O.; Pomares, H.; Rojas, I.
Year: 2010
Naive Support Vector Regression and Multilayer Perceptron benchmarks for the 2010 neural network grand competition (NNGC) on time series prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Crone, S.F.; Kourentzes, N.
Year: 2010
Frequency independent automatic input variable selection for Neural Networks for forecasting
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kourentzes, N.; Crone, S.F.
Year: 2010
Fault detection, identification, and reconstruction of faulty chemical gas sensors under drift conditions, using Principal Component Analysis and Multiscale-PCA
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Padilla, M.; Perera, A.; Montoliu, I.; Chaudry, A.; Persaud, K.; Marco, S.
Year: 2010
Time-series temporal classification using Feature Ensemble learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ruoqian Liu; Murphey, Y.L.
Year: 2010
Semantic Subspace Learning with conditional significance vectors
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tripathi, N.; Wermter, S.; Chihli Hung; Oakes, M.
Year: 2010
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Silva, C.; Ribeiro, B.; Lopes, N.
Year: 2010
Evolving Spiking Neural Networks for predicting transcription factor binding sites
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sichtig, H.; Schaffer, J.D.; Riva, A.
Year: 2010
Activity discovery from video employing soft computing relations
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Patino, L.; Bremond, F.; Thonnat, M.
Year: 2010
Neural network-based taxonomic clustering for metagenomics
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Essinger, S.D.; Polikar, R.; Rosen, G.L.
Year: 2010
Modelling of temperature in the aluminium smelting process using Neural Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Soares, F.M.; Oliveira, R.C.L.
Year: 2010
Two perspectives to investigate the intrinsic organization of the dynamic and ongoing spontaneous brain activity in humans
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zhijiang Wang; Jiming Liu; Ning Zhong; Haiyan Zhou; Yulin Qin
Year: 2010
Thalamocortical circuitry and alpha rhythm slowing: An empirical study based on a classic computational model
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bhattacharya, B.S.; Coyle, D.; Maguire, L.
Year: 2010
A new domain decomposition for B-spline Neural Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cabrita, C.L.; Ruano, A.E.B.; Kóczy, L.T.
Year: 2010
On a training scheme based on orthogonalization and thresholding for a nonparametric regression problem
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hagiwara, K.
Year: 2010
Software defect prediction using static code metrics underestimates defect-proneness
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gray, D.; Bowes, D.; Davey, N.; Yi Sun; Christianson, B.
Year: 2010
A comprehensive comparison of ML algorithms for gene expression data classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:de Souza, B.F.; de Carvalho, A.C.P.L.F.; Soares, C.
Year: 2010
Multiobjective multiclass support vector machine based on the one-against-all method
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tatsumi, K.; Tai, M.; Tanino, T.
Year: 2010
A T-S Fuzzy Logic Controller for biped robot walking based on adaptive network fuzzy inference system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cardenas-Maciel, S.L.; Castillo, O.; Aguilar, L.T.; Castro, J.R.
Year: 2010
Game Theory & Data Mining model for price dynamics in financial institutions
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bravo, C.; Figueroa, N.; Weber, R.
Year: 2010
An Improved Online quasi-Newton method for robust training and its application to microwave neural network models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ninomiya, H.
Year: 2010
Modified Neural Network aided EKF based SLAM for improving an accuracy of the feature map
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jeong-Gwan Kang; Su-Yong An; Se-Young Oh
Year: 2010
An genetic approach to Support Vector Machines in classification problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:de A Padilha, C.A.; Lima, N.H.C.; Neto, A.D.D.; de Melo, J.D.
Year: 2010
Content aware image retrieval with partition-based color features
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cheng-Hisung Hsieh; Fang-Jung Chang; Qiangfu Zhao
Year: 2010
Semi-supervised learning from imperfect data through particle cooperation and competition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Breve, F.A.; Liang Zhao; Quiles, M.G.
Year: 2010
A variable-MDAV-based partitioning strategy to continuous multivariate microaggregation with genetic algorithms
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Solanas, A.; González-Nicolás, U.; Martínez-Ballesté, A.
Year: 2010
A unified framework for Volatile Organic Compound classification and regression
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Muezzinoglu, M.K.; Vergara, A.; Huerta, R.
Year: 2010
Metric representations of data via the Kernel-based Sammon Mapping
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mingbo Ma; Gonet, R.; RuiZhi Yu; Anagnostopoulos, G.C.
Year: 2010
Time series analysis of inertial-body signals for the extraction of dynamic properties from human gait
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sama, A.; Pardo-Ayala, D.E.; Cabestany, J.; Rodriguez-Molinero, A.
Year: 2010
Analysis of dynamic linear and non-linear memristor device models for emerging neuromorphic computing hardware design
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:McDonald, N.R.; Pino, R.E.; Rozwood, P.J.; Wysocki, B.T.
Year: 2010
Genome-wide germline single nucleotide polymorphisms for cancer classification in the Framingham Heart Study
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Peterson, L.; Paranilam, J.; Jiaqiong Xu; Monzon, F.
Year: 2010
Efficient clustering approach using incremental and hierarchical clustering methods
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Srinivas, M.; Mohan, C.K.
Year: 2010
Efficient energy landscape transformation in the problem of binary minimization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Karandashev, Y.M.; Kryzhanovsky, B.V.
Year: 2010
Active learning strategies using SVMs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ming-Hen Tsai; Chia-Hua Ho; Chih-Jen Lin
Year: 2010
Organizing committee
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Year: 2010
Incremental learning and model selection under virtual concept drifting environments
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yamauchi, K.
Year: 2010
List of reviewers
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Year: 2010
Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ya Xue; Eklund, N.H.W.; Xiao Hu; Weizhong Yan
Year: 2010
A spiking neural network based on temporal encoding for electricity price time series forecasting in deregulated markets
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sharma, V.; Srinivasan, D.
Year: 2010
A comparative study of machine learning techniques in blog comments spam filtering
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Romero, C.; Valdez, M.G.; Alanis, A.
Year: 2010
Accelerated simulation of spiking neural networks using GPUs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fidjeland, A.K.; Shanahan, M.P.
Year: 2010
Cohort-based kernel visualisation with scatter matrices
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Romero, E.; Fernandes, A.S.; Tingting Mu; Lisboa, P.J.G.
Year: 2010
Learning mixtures of experts with a hybrid generative-discriminative algorithm
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ya Xue; Xiao Hu; Weizhong Yan; Hai Qiu
Year: 2010
Hippocampus as unitary coherent particle filter
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fox, C.; Prescott, T.
Year: 2010
Evolutionary optimization of growing neural gas parameters for object categorization and recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Donatti, G.S.; Lomp, O.; Würtz, R.P.
Year: 2010
Polynomial componentwise LS-SVM: Fast variable selection using low rank updates
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ojeda, F.; Falck, T.; De Moor, B.; Suykens, J.A.K.
Year: 2010
A clustering ensemble method for clustering mixed data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Al-Shaqsi, J.; Wenjia Wang
Year: 2010
Monitoring of distributed parameter systems based on a sensor network and ANFIS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Volosencu, C.; Curiac, D.I.
Year: 2010
An evaluation of neural network ensembles and model selection for time series prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Barrow, D.K.; Crone, S.F.; Kourentzes, N.
Year: 2010
Bayesian estimates from heterogeneous population codes
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fischer, B.J.
Year: 2010
Controlling a robot with a brain-computer interface based on steady state visual evoked potentials
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Prueckl, R.; Guger, C.
Year: 2010
Assessment of benefit vs. risk of drug therapy: The potential for outcome analysis with flexible models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lisboa, P.J.G.; Fernandes, A.S.; Fonseca, J.M.; Bajdik, C.; Biganzoli, E.
Year: 2010
Quaternion-valued short term forecasting of wind profile
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Took, C.C.; Mandic, D.P.; Aihara, K.
Year: 2010
Predicting marital dissolutions using radial basis function neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Guillen, A.; Tovar, C.; Herrera, L.J.; Pomares, H.; Gonzalez, J.; Guillen, J.F.; Rojas, I.
Year: 2010
Feature selection using ROC curves on classification problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Serrano, A.J.; Soria, E.; Martín, J.D.; Magdalena, R.; Gómez, J.
Year: 2010
Rule extraction from neural networks for medical domains
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Dancey, D.; Bandar, Z.A.; McLean, D.
Year: 2010
Neural-based quality measurement of fingerprint images in contactless biometric systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Labati, R.D.; Piuri, V.; Scotti, F.
Year: 2010
Reinforcement learning using associative memory networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Salmon, R.; Sadeghian, A.; Chartier, S.
Year: 2010
An open-source real-time system for remote robotic control using Neuroblastoma cultures
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ferrández, J.M.; Lorente, V.; Díaz, G.; dela Paz, F.; Fernández, E.
Year: 2010
Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xiaochen Li; Haibo He; Yu-Dong Yao
Year: 2010
Compressing a neural network classifier using a Volterra-Neural Network model
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Rubiolo, M.; Stegmayer, G.; Milone, D.
Year: 2010
Multi-label classification by ART-based neural networks and hierarchy extraction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Benites, F.; Brucker, F.; Sapozhnikova, E.
Year: 2010
An intelligent perturbative approach for the time series forecasting problem
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:de Mattos Neto, P.S.G.; Lima, A.R.; Ferreira, T.A.E.; Cavalcanti, G.D.C.
Year: 2010
DCPE co-training: Co-training based on diversity of class probability estimation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jin Xu; Haibo He; Hong Man
Year: 2010
Negative correlation learning for classification ensembles
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shuo Wang; Huanhuan Chen; Xin Yao
Year: 2010
A hierarchical predictive scheme for incremental time-series classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Syrris, V.; Petridis, V.
Year: 2010
Decentralized nearly optimal control of a class of interconnected nonlinear discrete-time systems by using online Hamilton-Bellman-Jacobi formulation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mehraeen, S.; Jagannathan, S.
Year: 2010
DNA microarray analysis using Equalized Orthogonal Mapping
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Patra, J.C.; George, N.V.; Meher, P.K.
Year: 2010
A high order neural network to solve N-queens problem
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yuxin Ding; Ye Li; Min Xiao; Qing Wang; Dong Li
Year: 2010
Autonomous cognition and reinforcement learning for mobile robots
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Calvo, R.; Figueiredo, M.; Romero, R.A.F.
Year: 2010
Adaptive washout filter design with human visual-vestibular based (HVVB) for VR-based motion simulator
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chin-I Huang
Year: 2010
Robot guiding with obstacle avoidance algorithm for uncertain enviroments based on DTCNN
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Albó-Canals, J.; Villasante-Bembibre, J.A.; Consul-Pacareu, S.; Riera-Baburés, J.; Vilasis-Cardona, X.
Year: 2010
Applying support vector machines and mutual information to book losses prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mora, A.M.; Herrera, L.J.; Urquiza, J.; Rojas, I.; Merelo, J.J.
Year: 2010
High-performance bankruptcy prediction model using Graphics Processing Units
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ribeiro, B.; Lopes, N.; Silva, C.
Year: 2010
Learning in Polynomial Cellular neural networks using quadratic programming
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gomez-Ramirez, E.; Rubi-Velez, A.; Pazienza, G.E.
Year: 2010
A generalized Markov Chain modeling approach for on board applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Filev, D.P.; Kolmanovsky, I.
Year: 2010
A competitive network for multi-object selection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Domijan, D.
Year: 2010
The knowledge instinct of autonomous adaptation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Perlovsky, L.I.; Ilin, R.
Year: 2010
Neural assembly generation by selective connection weight updating
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kakemoto, Y.; Nakasuka, S.
Year: 2010
Correntropy-based density-preserving data sampling as an alternative to standard cross-validation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Budka, M.; Gabrys, B.
Year: 2010
Chaotic behavior in probabilistic cellular neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kozma, R.; Puljic, M.
Year: 2010
Mental development and representation building through motivated learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Starzyk, J.A.; Raif, P.; Ah-Hwee Tan
Year: 2010
An efficient ICA approach based on neural network framework for biomedical applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yue-Der Lin; Chih-Yu Hsu; Hung-Yun Chen; Kuo-Kun Tseng
Year: 2010
Unsupervised dimensionality reduction: Overview and recent advances
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lee, J.A.; Verleysen, M.
Year: 2010
An autonomous incremental learning algorithm of Resource Allocating Network for online pattern recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ozawa, S.; Nakasaka, S.; Roy, A.
Year: 2010
Robot planning by cooperation of Hopfield networks - A case of Warehouse Keeper Puzzle (sokoban) -
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Miyazaki, K.; Matsuda, S.
Year: 2010
Toward a Smart Grid: Integration of computational intelligence into Power Grid
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Haibo He
Year: 2010
Intelligent vehicle power management through neural learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jungme Park; ZhiHang Chen; Murphey, Y.L.
Year: 2010
Micro-scale smart grid optimization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kowahl, N.; Kuh, A.
Year: 2010
Incremental and decremental LDA learning with applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shaoning Pang; Tao Ban; Kadobayashi, Y.; Kasabov, N.
Year: 2010
Automatic optimization of pruning in evolving fuzzy neural networks using an entropy measure
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Woodford, B.J.
Year: 2010
Financial distress model prediction using SVM+
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ribeiro, B.; Silva, C.; Vieira, A.; Gaspar-Cunha, A.; das Neves, J.C.
Year: 2010
Optimal method for growth in dynamic self organizing learning systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yerramalla, S.; Fuller, E.; Cukic, B.
Year: 2010
A projection transform for non-Euclidean relational clustering
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sledge, I.J.
Year: 2010
An intelligent system for diagnosing sleep stages using wavelet coefficients
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vatankhah, M.; Akbarzadeh-T, M.-R.; Moghimi, A.
Year: 2010
Kernel based principal component for recognizing handwritten numbers
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xiaoxiao Song; Songhua Xu; Miranker, W.L.
Year: 2010
A self-organizing approach to episodic memory modeling
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wenwen Wang; Subagdja, B.; Ah-Hwee Tan; Starzyk, J.A.
Year: 2010
Evolutionary neural network model of universal grammar
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Saiki, M.; Matsuda, S.
Year: 2010
Commutative quaternion and multistate Hopfield neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Isokawa, T.; Nishimura, H.; Matsui, N.
Year: 2010
An experimental comparison of linear non-Gaussian causal discovery methods and their variants
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sogawa, Y.; Shimizu, S.; Kawahara, Y.; Washio, T.
Year: 2010
Time series forecasting with appetitive reward-based pseudo-outer-product fuzzy neural network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Eng Yeow Cheu; Chai Quek; See Kiong Ng
Year: 2010
An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yi-Hsin Yu; Pei-Chen Lai; Li-Wei Ko; Chun-Hsiang Chuang; Bor-Chen Kuo; Chin-Teng Lin
Year: 2010
A 5-chunk developmental brain-mind network model for multiple events in complex backgrounds
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Juyang Weng
Year: 2010
A new approach for fuzzy feature extraction based on pixel's brightness
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lopez, M.; Melin, P.; Castillo, O.
Year: 2010
Natural language processing neural network for analogical inference
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Saito, M.; Hagiwara, M.
Year: 2010
Signaling pathways coupling phenomena
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Donato, M.; Draghici, S.
Year: 2010
Choice of initial bias in max-min fuzzy neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jie Yang; Long Li; Yan Liu; Jing Wang; Wei Wu
Year: 2010
Efficient SVM training with reduced weighted samples
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Giang Hoang Nguyen; Son Lam Phung; Bouzerdoum, A.
Year: 2010
Adaptive Normalization: A novel data normalization approach for non-stationary time series
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ogasawara, E.; Martinez, L.C.; de Oliveira, D.; Zimbrão, G.; Pappa, G.L.; Mattoso, M.
Year: 2010
Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sebastian Stober; Christian Hentschel; Andreas Nürnberger
Year: 2010
Testing potentials of dynamic quadratic neural unit for prediction of lung motion during respiration for tracking radiation therapy
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bukovsky, I.; Ichiji, K.; Homma, N.; Yoshizawa, M.; Rodriguez, R.
Year: 2010
The role of neural synchrony and rate in high-dimensional input systems. The Antennal Lobe: A case study
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lechón, M.; Martinez, D.; Verschure, P.F.M.J.; Bermüdez i Badia, S.
Year: 2010
A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lopes, N.; Ribeiro, B.
Year: 2010
Neuromorphic algorithms on clusters of PlayStation 3s
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Taha, T.M.; Yalamanchili, P.; Bhuiyan, M.; Jalasutram, R.; Chong Chen; Linderman, R.
Year: 2010
Discrete Synapse Recurrent Neural Network for nonlinear system modeling and its application on seismic signal classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Park, H.O.; Dibazar, A.A.; Berger, T.W.
Year: 2010
Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gaxiola, F.; Melin, P.; Lopez, M.
Year: 2010
Adaptive Dynamic Programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vrabie, D.; Lewis, F.
Year: 2010
Fabrication and testing of memristive devices
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yakopcic, C.; Shin, E.; Taha, T.M.; Subramanyam, G.; Murray, P.T.; Rogers, S.
Year: 2010
Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Coyle, D.; Satti, A.; McGinnity, T.M.
Year: 2010
An emergent attractors model for idea generation process
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Doboli, S.; Brown, V.R.
Year: 2010
A hierarchical GMDH-based polynomial neural network for handwritten numeral recognition using topological features
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:El-Alfy, E.-S.M.
Year: 2010
Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xin Jin; Galluppi, F.; Patterson, C.; Rast, A.; Davies, S.; Temple, S.; Furber, S.
Year: 2010
Computational model for estimation of refractory wear and skull deposition in blast furnace hearth wall
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mithal, A.; Hentea, T.
Year: 2010
Zero-sum two-player game theoretic formulation of affine nonlinear discrete-time systems using neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mehraeen, S.; Dierks, T.; Jagannathan, S.; Crow, M.L.
Year: 2010
A robust reinforcement based self constructing neural network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Huemer, A.; Gongora, M.; Elizondo, D.
Year: 2010
Comparing methods for generating diverse ensembles of artificial neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Löfström, T.; Johansson, U.; Boström, H.
Year: 2010
An ensemble based incremental learning framework for concept drift and class imbalance
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ditzler, G.; Polikar, R.
Year: 2010
Off-line memory reprocessing following on-line unsupervised learning strongly improves recognition performance in a hierarchical visual memory
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jitsev, J.; von der Malsburg, C.
Year: 2010
Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Krasnopolsky, V.M.; Fox-Rabinovitz, M.S.; Belochitski, A.A.
Year: 2010
Topological features in locally connected RBMs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Müller, A.; Schulz, H.; Behnke, S.
Year: 2010
Quadrivariate Empirical Mode Decomposition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:ur Rehman, N.; Mandic, D.P.
Year: 2010
On NSF “open questions,” some external properties of the brain as a learning system and an architecture for autonomous learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Roy, A.
Year: 2010
Complex situation modeling in distributed sensor networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chandana, S.; Leung, H.
Year: 2010
A cognitive developmental robotics architecture for lifelong learning by evolution in real robots
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bellas, F.; Faina, A.; Varela, G.; Duro, R.J.
Year: 2010
Intelligent sensor design in network based automatic control
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Donglin Wang; Chandana, S.; Renlun He; Jiuqiang Han; Xiangyu Zhu; Ke Zou; Yong He
Year: 2010
Statistical spiking model for real world pattern recognition applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Dibazar, A.A.; George, S.; Berger, T.W.
Year: 2010
Latent learning in deep neural nets
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gutstein, S.; Fuentes, O.; Freudenthal, E.
Year: 2010
Silver chalcogenide based memristor devices
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Oblea, A.S.; Timilsina, A.; Moore, D.; Campbell, K.A.
Year: 2010
Study of active learning in the challenge
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yukun Chen; Mani, S.
Year: 2010
A Neuronal Multisensory Processing Simulator
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lim, H.K.; Keniston, L.P.; Shin, J.H.; Nguyen, C.; Meredith, M.A.; Cios, K.J.
Year: 2010
WWN-2: A biologically inspired neural network for concurrent visual attention and recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zhengping Ji; Juyang Weng
Year: 2010
pRAM n-tuple Classifier - a new architecture of probabilistic RAM neurons for classification problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Adeodato, P.J.L.; Neto, R.F.O.
Year: 2010
An associative memory system for incremental learning and temporal sequence
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Furao Shen; Hui Yu; Kasai, W.; Hasegawa, O.
Year: 2010
A self-regulated learning in Fully Complex-valued Radial Basis Function Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Savitha, R.; Suresh, S.; Sundararajan, N.
Year: 2010
Photovoltaic plants predictive model by means of ANN trained by a hybrid evolutionary algorithm
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Caputo, D.; Grimaccia, F.; Mussetta, M.; Zich, R.E.
Year: 2010
Simulating probability learning and probabilistic reversal learning using the attention-gated reinforcement learning (AGREL) model
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Erdeniz, B.; Atalay, N.B.
Year: 2010
Robot visual homing using conjugate gradient Temporal Difference learning, radial basis features and a whole image measure
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Altahhan, A.
Year: 2010
Neuro sliding mode based chatter free control for an artificial muscles robot arm
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Boudoua, S.; Hamerlain, F.; Hamerlain, M.
Year: 2010
Incomplete Cholesky decomposition based kernel principal component analysis for large-scale data set
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Weiya Shi; Yue-Fei Guo
Year: 2010
Efficient resampling methods for training support vector machines with imbalanced datasets
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Batuwita, R.; Palade, V.
Year: 2010
Where-What Network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Luciw, M.; Juyang Weng
Year: 2010
A new approach for history matching of oil and gas reservoir
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Miyoshi, S.C.; Szwarcman, D.M.; Vellasco, M.M.B.R.
Year: 2010
Damage detection in wind turbine blades using time-frequency analysis of vibration signals
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fitzgerald, B.; Arrigan, J.; Basu, B.
Year: 2010
Multi-model ensemble forecasting in high dimensional chaotic system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Siek, M.; Solomatine, D.
Year: 2010
A biologically inspired associative memory for artificial olfaction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tarzan-Lorente, M.; Gutierrez-Galvez, A.; Martinez, D.; Marco, S.
Year: 2010
Neural networks recognition rate as index to compare the performance of fuzzy edge detectors
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mendoza, O.; Melin, P.; Castillo, O.
Year: 2010
Neural networks to improve mathematical model adaptation in the flat steel cold rolling process
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:dos Santos Filho, A.L.; Ramirez-Fernandez, F.J.
Year: 2010
Clustering using SOFM and genetic algorithm
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Palomares Salas, J.C.; Aguera Perez, A.; de la Rosa, J.J.G.; Ramiro, J.G.
Year: 2010
Graph Echo State Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gallicchio, C.; Micheli, A.
Year: 2010
Time series forecasting: Automatic determination of lags and radial basis neural networks for a changing horizon environment
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Parras-Gutierrez, E.; Rivas, V.M.
Year: 2010
Integrated Time Series Forecasting approaches using moving average, grey prediction, support vector regression and bagging for NNGC
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chihli Hung; Xin-Yi Huang; Hao-Kai Lin; Yen-Hsu Hou
Year: 2010
A neurocontrol for automatic reconstruction of facial displays
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Garzon, M.H.; Sivakumar, B.
Year: 2010
Neurocognitive spotlights: Configuring domains for ideation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Iyer, L.R.; Venkatesan, V.; Minai, A.A.
Year: 2010
A kernel k-means clustering method for symbolic interval data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Costa, A.F.B.F.; Pimentel, B.A.; de Souza, R.M.C.R.
Year: 2010
Terrain identification in grayscale images with recurrent neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Abou-Nasr, M.A.
Year: 2010
Neuromorphic models on a GPGPU cluster
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bing Han; Taha, T.M.
Year: 2010
Learning and retrieval of hierarchically organized information in a simple, one-layered RNN
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cruse, H.; Schilling, M.
Year: 2010
Hardware implementation of stochastic-based Neural Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Rosselló, J.L.; Canals, V.; Morro, A.
Year: 2010
A bidirectional associative memory based on cortical spiking neurons using temporal coding
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zamani, M.; Sadeghian, A.; Chartier, S.
Year: 2010
An improved SOM-based visualization technique for DNA microarray data analysis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Patra, J.C.; Abraham, J.; Meher, P.K.; Chakraborty, G.
Year: 2010
Potential support vector machines and Self-Organizing Maps for phytoplankton discrimination
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Aymerich, I.F.; Piera, J.; Soria-Frisch, A.
Year: 2010
Label propagation through neuronal synchrony
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Quiles, M.G.; Liang Zhao; Breve, F.A.; Rocha, A.
Year: 2010
A probabilistic framework for joint approximate diagonalization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Matsuda, Y.; Yamaguchi, K.
Year: 2010
Region enhanced neural Q-learning for solving model-based POMDPs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wiering, M.A.; Kooi, T.
Year: 2010
A hybrid batch SOM-NG algorithm
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Machon-Gonzalez, I.; Lopez-Garcia, H.; Calvo-Rolle, J.L.
Year: 2010
Critical branching neural computation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kello, C.T.; Mayberry, M.R.
Year: 2010
Advances in structural modeling robust to outliers in explanatory and response variables
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shaposhnyk, V.; Villa, A.E.P.; Aksenova, T.
Year: 2010
Exploration vs. exploitation in active learning : A Bayesian approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bondu, A.; Lemaire, V.; Boullé, M.
Year: 2010
A framework for developing Neural Networks based mobile appliances
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ros, P.M.; Pasero, E.
Year: 2010
Modifying the learning rate of FLNG dealing with imbalanced datasets
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Machon-Gonzalez, I.; Lopez-Garcia, H.; Calvo-Rolle, J.L.
Year: 2010
Feature extraction from spectro-temporal signals using dynamic synapses, recurrency, and lateral inhibition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Glackin, C.; Maguire, L.; McDaid, L.
Year: 2010
Nonlinear adaptive control using a fuzzy switching mechanism based on improved quasi-ARX neural network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lan Wang; Yu Cheng; Jinglu Hu
Year: 2010
FPGA implementation of a support vector machine for classification and regression
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ruiz-Llata, M.; Guarnizo, G.; Yébenes-Calvino, M.
Year: 2010
Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cong, F.; Phan, A.H.; Cichocki, A.; Lyytinen, H.; Ristaniemi, T.
Year: 2010
Neural behaviors and nonlinear dynamics of a rotate-and-fire digital spiking neuron
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hishiki, T.; Torikai, H.
Year: 2010
A mixed-type self-organizing map with a dynamic structure
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Wei-Shen Tai; Chung-Chian Hsu; Jong-Chen Chen
Year: 2010
A generic approach for learning performance assessment functions
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Palau, T.; Sigl, S.; Kuhn, A.; Mayer, H.A.
Year: 2010
On the effectiveness of discretization on gene selection of microarray data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bolon-Canedo, V.; Sanchez-Marono, N.; Alonso-Betanzos, A.
Year: 2010
Robust stability analysis of Linsker-Type Hebbian learning multi-time scale neural networks under parametric uncertainties
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Meyer-Baese, A.; Lespinats, S.; Keck, I.R.; Lang, E.
Year: 2010
Uncertainty with the Gamma Test for model input data selection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Dawei Han; Weizhong Yan; Nia, A.M.
Year: 2010
Augmented Efficient BackProp for backpropagation learning in deep autoassociative neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Embrechts, M.J.; Hargis, B.J.; Linton, J.D.
Year: 2010
Empirical Mode Decomposition - an introduction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Zeiler, A.; Faltermeier, R.; Keck, I.R.; Tomé, A.M.; Puntonet, C.G.; Lang, E.W.
Year: 2010
Unscented grid filtering and elman recurrent networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nikolaev, N.Y.; Mirikitani, D.; Smirnov, E.
Year: 2010
Collaborative pedestrian tracking with multiple cameras: Data fusion and visualization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Daw-Tung Lin; Kai-Yung Huang
Year: 2010
A classifier with clustered sub classes for the classification of suspicious areas in digital mammograms
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:McLeod, P.; Verma, B.
Year: 2010
Probabilistic Dynamic Logic of Phenomena and Cognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vityaev, E.; Kovalerchuk, B.; Perlovsky, L.; Smerdov, S.
Year: 2010
Comparison of the Bayesian and neural network algorithms in nonlinear navigation estimation problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Stepanov, O.A.; Vasiliev, V.A.
Year: 2010
Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chun-Hsiang Chuang; Pei-Chen Lai; Li-Wei Ko; Bor-Chen Kuo; Chin-Teng Lin
Year: 2010
A component based approach improves classification of discrete facial expressions over a holistic approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hong, K.; Chalup, S.K.; King, R.A.R.
Year: 2010
Parallel tempering is efficient for learning restricted Boltzmann machines
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:KyungHyun Cho; Raiko, T.; Ilin, A.
Year: 2010
Maximizing pattern separation in discretizing continuous features for classification purposes
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ferrari, E.; Muselli, M.
Year: 2010
Simulating the effects of cortical feedback in the superior colliculus with topographic maps
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Pavlou, A.; Casey, M.
Year: 2010
A nonexclusive task decomposition method for modular neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Alves, V.M.O.; Cavalcanti, G.D.C.
Year: 2010
Impulsive hybrid synchronization of chaotic discrete-time delayed neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kaslik, E.; Sivasundaram, S.
Year: 2010
Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Koch, P.; Konen, W.; Hein, K.
Year: 2010
On autocorrelation based on Hermann Weyl's discrepancy norm for time series analysis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bouchot, J.; Himmelbauer, J.; Bernhard, M.
Year: 2010
Fast weight calculation for kernel-based perceptron in two-class classification problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fernandez-Delgado, M.; Ribeiro, J.; Cernadas, E.; Barro, S.
Year: 2010
Building blocks for spikes signals processing
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jimenez-Fernandez, A.; Linares-Barranco, A.; Paz-Vicente, R.; Jiménez, G.; Civit, A.
Year: 2010
Delay-induced order in pulse-coupled bifurcating neurons
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hisamatsu, K.; Saito, T.
Year: 2010
Authors index
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Year: 2010
Neuromimetic encoding/decoding of spatiotemporal spiking signals from an artificial touch sensor
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bologna, L.L.; Brasselet, R.; Maggiali, M.; Arleo, A.
Year: 2010
ANN-based representation of parametric and residual uncertainty of models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Pianosi, F.; Shrestha, D.L.; Solomatine, D.P.
Year: 2010
Sparse kernel density estimation technique based on zero-norm constraint
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xia Hong; Sheng Chen; Harris, C.J.
Year: 2010
Complex-valued self-organizing map clustering using complex inner product in active millimeter-wave imaging
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Aoyagi, T.; Radenamad, D.; Nakano, Y.; Hirose, A.
Year: 2010
Radial basis function classifier construction using particle swarm optimisation aided orthogonal forward regression
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sheng Chen; Xia Hong; Harris, C.J.
Year: 2010
EEG-based absence seizure detection methods
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sheng-Fu Liang; Wan-Lin Chang; Herming Chiueh
Year: 2010
Studying the economy of energy expenditure in a large balanced spiking neuron network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ando, H.; Karthik, K.; Chakravarthy, V.S.
Year: 2010
Design of dynamic petri recurrent-fuzzy-neural- network for robust path tracking control of mobile robot
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Rong-Jong Wai; Chia-Ming Liu
Year: 2010
A robust wind turbine control using a Neural Network based wind speed estimator
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Barambones, O.
Year: 2010
Analyzing effect of distraction caused by dual-tasks on sharing of brain resources using SOM
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yu-Kai Wang; Pal, N.R.; Chin-Teng Lin; Shi-An Chen
Year: 2010
Fully Automatic Bayesian Neural Forecaster - NN GC1
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ferreira, V.H.; Alves da Silva, A.P.
Year: 2010
Mandarin stress detection using hierarchical model based boosting classification and regression tree
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chong-Jia Ni; Wen-Ju Liu; Bo Xu
Year: 2010
Two-dimensional Neighborhood Discriminant Projection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shan-Wen Zhang; Ying-Ke Lei; De-Shuang Huang
Year: 2010
Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tao Yang; Vojislav, K.; Cao Longbing; Zhang Chengqi
Year: 2010
Comparison of MLP cost functions to dodge mislabeled training data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nieminen, P.; Karkkainen, T.
Year: 2010
Temporally coupled Principal Component Analysis: A Probabilistic autoregression method
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Christmas, J.; Everson, R.
Year: 2010
Curiosity and pleasure
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Perlovsky, L.I.; Bonniot-Cabanac, M.-C.; Cabanac, M.
Year: 2010
An urban traffic speed fusion method based on principle component analysis and neural network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chenye Qiu; Xingquan Zuo; Chunlu Wang; Jianping Wu; Tianle Zhang
Year: 2010
Nonlinear regularization path for the modified Huber loss Support Vector Machines
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Karasuyama, M.; Takeuchi, I.
Year: 2010
Stochastic weight update in the backpropagation algorithm on feed-forward neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Koščak, J.; Jakša, R.; Sinčák, P.
Year: 2010
Ternary multiway switch and its implementation by neuron-like element
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Soma, T.; Soma, T.
Year: 2010
Investigation of generalized Hopfield model by statistical physics methods
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kryzhanovsky, B.V.; Litinskii, L.B.
Year: 2010
Interior point based continuous methods for linear programming
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Li-Zhi Liao
Year: 2010
An integrated computational model of the two phase theory of classical conditioning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Inderbitzin, M.; Herreros-Alonso, I.; Verschure, P.F.M.J.
Year: 2010
N2Cloud: Cloud based neural network simulation application
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Huqqani, A.A.; Xin Li; Beran, P.P.; Schikuta, E.
Year: 2010
FBWN: An architecture of fast beta wavelet networks for image classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jemai, O.; Zaied, M.; Ben Amar, C.; Alimi, A.M.
Year: 2010
Electricity load forecasting based on autocorrelation analysis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sood, R.; Koprinska, I.; Agelidis, V.G.
Year: 2010
Based on Support Vector Regression for emotion recognition using physiological signals
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chuan-Yu Chang; Jun-Ying Zheng; Chi-Jane Wang
Year: 2010
Neural expert weighing
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:de O Valle dos Santos, R.; Vellasco, M.M.B.R.
Year: 2010
Modeling the Listeria monocytogenes survival/death curves using wavelet neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Amina, M.; Kodogiannis, V.S.; Panagou, E.Z.; Nychas, G.E.
Year: 2010
Multi-task Learning for one-class classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Haiqin Yang; King, I.; Lyu, M.R.
Year: 2010
Finding association of impact factor for breast cancer patient- A novel statistical approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kwok-Pan Pang; Ali, A.B.M.S.
Year: 2010
Discrete time recurrent neural network sliding mode observer
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Salgado, I.; Chairez, I.; Garcia, A.
Year: 2010
Memory in reservoirs for high dimensional input
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hermans, M.; Schrauwen, B.
Year: 2010
Improving ANN performance for imbalanced data sets by means of the NTIL technique
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vivaracho-Pascual, C.; Simon-Hurtado, A.
Year: 2010
Possibilities and limitations of decentralised traffic control systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tomforde, S.; Prothmann, H.; Branke, J.; Hähner, J.; Müller-Schloer, C.; Schmeck, H.
Year: 2010
Adaptive clustering of production state based on kernel entropy component analysis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fei He; Min Li; Jian-hong Yang; Jin-wu Xu
Year: 2010
The effect of finite sample size on the holdout error probability estimator of homoscedastic multi-class Gaussian classification problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:El Ayadi, M.; Plataniotis, K.N.
Year: 2010
Novel algorithm for Bayesian network parameter learning with informative prior constraints
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Rui Chang; Wei Wang
Year: 2010
Sensitivity analysis for time lag selection to forecast seasonal time series using Neural Networks and Support Vector Machines
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cortez, P.
Year: 2010
Creative problem solving: A CLARION theory
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Helie, S.; Sun, R.
Year: 2010
Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Peralta, J.; Gutierrez, G.; Sanchis, A.
Year: 2010
Application of artificial neural networks to the geochemical study of an impacted fluvial system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lacassie, J.P.; Ruiz-Del-Solar, J.
Year: 2010
Evolutionary classifier ensembles for semi-supervised learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Qingjiu Zhang; Shiliang Sun
Year: 2010
Yet Rapid ICA: Applications to un-indexed image-to-image retrieval
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yokote, R.; Matsuyama, Y.
Year: 2010
Dual-network memory model using a chaotic neural network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hattori, M.
Year: 2010
The real-world localization and classification of multiple odours using a biologically based neurorobotics approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Calvo, J.M.B.; Bermudez i Badia, S.; Simo, H.T.; Verschure, P.F.M.J.
Year: 2010
Intelligent integral backstepping sliding mode control using recurrent neural network for magnetic levitation system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Faa-Jeng Lin; Syuan-Yi Chen
Year: 2010
Virtual k-fold cross validation: An effective method for accuracy assessment
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Alippi, C.; Roveri, M.
Year: 2010
Neural predictor ensemble for accurate forecasting of PM10 pollution
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Siwek, K.; Osowski, S.; Sowinski, M.
Year: 2010
Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Peralta, J.; Xiaodong Li; Gutierrez, G.; Sanchis, A.
Year: 2010
A novel constraint satisfaction problem solver for self-configuring distributed systems with highly dynamic behavior
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Satzger, B.; Bagci, F.; Ungerer, T.
Year: 2010
A columnar primary visual cortex (V1) model emulation using a PS3 Cell-BE array
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Moore, M.J.; Linderman, R.; Bishop, M.; Pino, R.
Year: 2010
Nonlinear dynamic system identification using Legendre neural network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Patra, J.C.; Bornand, C.
Year: 2010
Orthogonal linear local spline discriminant embedding for face recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ying-Ke Lei; Rong-Xiang Hu; Lei Tang; Shan-Wen Zhang; De-Shuang Huang
Year: 2010
Opposition based computing — A survey
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Al-Qunaieer, F.S.; Tizhoosh, H.R.; Rahnamayan, S.
Year: 2010
Combination of supervised and unsupervised algorithms for communication systems with linear precoding
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Dapena, A.; Castro, P.M.; Labrador, J.
Year: 2010
High performance spike detection and sorting using neural waveform phase information and SOM clustering
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chenhui Yang; Yuan Yuan; Si, J.
Year: 2010
A spiking neural network alternative for the analog to digital converter
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Lovelace, J.J.; Rickard, J.T.; Cios, K.J.
Year: 2010
Robust recurrent wavelet-based CMAC control for uncertain nonlinear systems with H tracking performance
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ya-Fu Peng; Hsiang-Wei Lai; Chih-Hui Chiu; Rong-Jong Wai
Year: 2010
Improving financial time series prediction using exogenous series and neural networks committees
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Neto, M.C.A.; Tavares, G.; Alves, V.M.O.; Cavalcanti, G.D.C.; Tsang Ing Ren
Year: 2010
Neural-based approach to perceptual sparse coding of audio signals
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Pichevar, R.; Najaf-Zadeh, H.; Mustiere, F.
Year: 2010
Evolutionary strategy for simultaneous optimization of parameters, topology and reservoir weights in Echo State Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ferreira, A.A.; Ludermir, T.B.
Year: 2010
Learning methods of recurrent Spiking Neural Networks based on adjoint equations approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kuroe, Y.; Ueyama, T.
Year: 2010
Ensemble particle swarm model selection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Escalante, H.J.; Montes, M.; Sucar, E.
Year: 2010
Hypoglycaemia detection for type 1 diabetic patients based on ECG parameters using Fuzzy Support Vector Machine
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nuryani; Ling, S.H.; Nguyen, H.T.
Year: 2010
A Bayesian framework for active learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fredlund, R.; Everson, R.M.; Fieldsend, J.E.
Year: 2010
Recurrent neural networks solving a real large scale mid-term scheduling for power plants
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Aquino, R.R.B.; Carvalho, M.A.; Neto, O.N.; Lira, M.M.S.; de Almeida, G.J.; Tiburcio, S.N.N.
Year: 2010
The neuronal substrate underlying order and interval representations in sequential tasks: A biologically based robot study
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Marcos, E.; Duff, A.; Sánchez-Fibla, M.; Verschure, P.F.M.J.
Year: 2010
Drive for Creativity
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Perlovsky, L.I.; Levine, D.S.
Year: 2010
Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kai Keng Ang; Cuntai Guan; Lee, K.; Jie Qi Lee; Nioka, S.; Chance, B.
Year: 2010
Locally linear support vector machines and other local models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kecman, V.; Brooks, J.P.
Year: 2010
Grounded symbols in the brain
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Perlovsky, L.I.; Ilin, R.
Year: 2010
Visual spike-based convolution processing with a Cellular Automata architecture
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Rivas-Perez, M.; Linares-Barranco, A.; Cerda, J.; Ferrando, N.; Jimenez, G.; Civit, A.
Year: 2010
Binding sparse spatiotemporal patterns in spiking computation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Esser, S.K.; Ndirango, A.; Modha, D.S.
Year: 2010
Relational topological clustering
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Labiod, L.; Grozavu, N.; Bennani, Y.
Year: 2010
Semi-supervised learning for weighted LS-SVM
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Adankon, M.M.; Cheriet, M.
Year: 2010
Evidence-based mixture of MLP-experts
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Masoudnia, S.; Rostami, M.; Tabassian, M.; Sajedin, A.; Ebrahimpour, R.
Year: 2010
A surface reconstruction method based on self-organizing maps and intrinsic Delaunay triangulation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:do Rego, R.L.M.E.; Araújo, A.F.R.
Year: 2010
A new delayed projection neural network for solving quadratic programming problems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Bonan Huang; Huaguang Zhang; Zhanshan Wang; Meng Dong
Year: 2010
Spacecraft coordination control in 6DOF based on Neural Network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Haibo Min; Fuchun Sun; Shicheng Wang; Zhiguo Liu; Jinsheng Zhang
Year: 2010
A distributed model of memory for the McGurk effect
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Sporea, I.; Gruning, A.
Year: 2010
Concatenated trial based Hilbert-Huang transformation on event-related potentials
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cong, F.; Sipola, T.; Xu, X.; Huttunen-Scott, T.; Lyytinen, H.; Ristaniemi, T.
Year: 2010
Learning to recognize objects using waves of spikes and Spike Timing-Dependent Plasticity
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Masquelier, T.; Thorpe, S.J.
Year: 2010
Neural network based drug design for diabetes mellitus using QSAR with 2D and 3D descriptors
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Patra, J.C.; Chua, K.H.K.
Year: 2010
Neural-network based regression model with prior from ranking information
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yajun Qu; Bo Dai; Baogang Hu
Year: 2010
Multiagent Reinforcement Learning in the Iterated Prisoner's Dilemma: Fast cooperation through evolved payoffs
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vassiliades, V.; Christodoulou, C.
Year: 2010
Quantum Morphogenetic System in View-Invariant recognition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Resconi, G.; Loo, C.K.; Tay, N.W.
Year: 2010
Stability analysis of self-organizing maps and vector quantization algorithms
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tucci, M.; Raugi, M.
Year: 2010
An online approach towards self-generating fuzzy neural networks with applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fan Liu; Meng Joo Er; Rutkowski, L.
Year: 2010
A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fernández-Delgado, M.; Ribeiro, J.; Cernadas, E.; Barro, S.
Year: 2010
An island-model framework for evolving neuro-controllers for planetary rover control
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Peniak, M.; Bentley, B.; Marocco, D.; Cangelosi, A.; Ampatzis, C.; Izzo, D.; Biscani, F.
Year: 2010
Inflow forecasting models based on artificial intelligence
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Aquino, R.R.B.; Lira, M.M.S.; Marinho, M.H.N.; Tavares, I.A.; Cordeiro, L.F.A.
Year: 2010
Proactive reputation-based defense for MANETs using radial basis function neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Imana, E.Y.; Ham, F.M.; Allen, W.; Ford, R.
Year: 2010
Robust neural network RISE observer based fault diagnostics and prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fonda, J.W.; Jagannathan, S.; Watkins, S.E.
Year: 2010
An image recognition based on neural oscillator network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:K Hoshino; H Igarashi
Year: 2010
Manifold regularization for structured outputs via the joint kernel
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chonghai Hu; Kwok, J.T.
Year: 2010
A quantified sensitivity measure of Radial Basis Function Neural Networks to input variation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xianming Chen; Xiaoqin Zeng; Rong Chu; Shuiming Zhong
Year: 2010
Short Term Load Forecasting using Echo State Networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Showkati, H.; Hejazi, A.H.; Elyasi, S.
Year: 2010
Atrial activity estimation using periodic component analysis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Llinares, R.; Igual, J.; Miro-Borras, J.; Camacho, A.
Year: 2010
Spatio-temporal sequence learning of visual place cells for robotic navigation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Vu Anh Nguyen; Starzyk, J.A.; Tay, A.L.P.; Wooi-Boon Goh
Year: 2010
Forecasting airborne pollen concentration of Poaceae (Grass) and Oleaceae (Olive), using Artificial Neural Networks and Genetic algorithms, in Thessaloniki, Greece
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Voukantsis, D.; Karatzas, K.D.; Damialis, A.; Vokou, D.
Year: 2010
Is the connectionist notion of subconcepts flawed?
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Roy, A.
Year: 2010
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Coyle, D.; Prasad, G.; McGinnity, T.M.
Year: 2010
An ANN based automatic hyperspectral image processing system with adaptive dimensionality reduction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Prieto, A.; Souto, D.; Duro, R.J.; López-Peña, F.
Year: 2010
Semantic description of multimedia contents for the optimization of the advertising impact on TV program grids
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Garcia-Valverde, T.; Caballero, A.; Botia, J.A.; Gomez-Skarmeta, A.
Year: 2010
An adaptive Normalized Gaussian Network and its application to online category learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Gläser, C.; Joublin, F.
Year: 2010
Alpha-EM gives fast Hidden Markov Model estimation: Derivation and evaluation of alpha-HMM
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Matsuyama, Y.; Hayashi, R.
Year: 2010
Building “invertible” fractals: Introduction to Context-Dependant Iterated Function Systems
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Leleu, T.G.
Year: 2010
Biological neural network based chemotaxis behaviors modeling of C. elegans
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jian-Xin Xu; Xin Deng
Year: 2010
Performance evaluation of a community structure finding algorithm using modularity and C-rand measures
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Pirim, H.; Gautam, D.; Bhowmik, T.; Perkins, A.D.; Eksioglu, B.
Year: 2010
A Recurrent S_CMAC_GBF based estimation for global solar radiation from environmental information
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chih-Wei Lu; Chia-Yen Hsieh; Ching-Tsan Chiang
Year: 2010
LMI formulation for multiobjective learning in Radial Basis Function neural networks
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Moreira, G.J.P.; Wanner, E.F.; Guimarães, F.G.; Duczmal, L.H.; Takahashi, R.H.C.
Year: 2010
Adaptive on-line prediction soft sensing without historical data
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kadlec, P.; Gabrys, B.
Year: 2010
EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Liyanage, S.R.; Xu, J.-X.; Guan, C.T.; Ang, K.K.; Lee, T.H.
Year: 2010
An anomaly detection system using a GHSOM-1
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Palomo, E.J.; Ortiz-de-Lazcano-Lobato, J.M.; Domínguez, E.; Luque, R.M.
Year: 2010
A study of the switching function of the Subthalamic Nucleus in saccade generation using a computational model of Basal Ganglia
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Rengaswamy, M.; Chakravarthy, V.S.
Year: 2010
Extraction of thin color pattern from images for histology investigation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nedzved, A.; Starovoitov, V.
Year: 2010
GNG based surveillance system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:García-Rodríguez, J.; Angelopoulou, A.; García-Chamizo, J.M.; Psarrou, A.
Year: 2010
Automatic concept type identification from learning resources
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Changuel, S.; Labroche, N.; Bouchon-Meunier, B.
Year: 2010
Bio-inspired computer visual system using GPU and Visual Pattern Assessment Language (ViPAL): Application on breast cancer prognosis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chao-Hui Huang; Racoceanu, D.; Roux, L.; Putti, T.C.
Year: 2010
SVM with entropy regularization and particle swarm optimization for identifying children's health and socioeconomic determinants of education attainments using linked datasets
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shang-Ming Zhou; Lyons, R.A.; Bodger, O.; Demmler, J.C.; Atkinson, M.D.
Year: 2010
An insect brain computational model inspired by Drosophila melanogaster: Architecture description
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Arena, P.; Berg, C.; Patané, L.; Strauss, R.; Termini, P.S.
Year: 2010
Reasoning with spatial relations over high-content images
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Loménie, N.
Year: 2010
Modified Support Vector Regression in outlier detection
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Nishiguchi, J.; Kaseda, C.; Nakayama, H.; Arakawa, M.; Yeboon Yun
Year: 2010
Context-dependent environmental sound monitoring using SOM coupled with LEGION
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Oldoni, D.; De Coensel, B.; Rademaker, M.; De Baets, B.; Botteldooren, D.
Year: 2010
Fuzzy-GIST for 4-emotion recognition in natural scene images
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Qing Zhang; Minho Lee
Year: 2010
Hardware system for biologically realistic, plastic, and real-time spiking neural network simulations
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Saïghi, S.; Levi, T.; Belhadj, B.; Malot, O.; Tomas, J.
Year: 2010
An increasing hybrid morphological-linear perceptron with pseudo-gradient-based learning and phase adjustment for financial time series prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:de A Araújo, R.; Sussner, P.
Year: 2010
A roadmap for autonomous adaptive systems: The brain-guided attention (BGA) system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Taylor, J.G.
Year: 2010
Nonlinear adaptive Neuro-PID controller design for greenhouse environment based on RBF network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Haigen Hu; Lihong Xu; Ruihua Wei
Year: 2010
DNA base-calling using polynomial classifiers
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mohammed, O.G.; Assaleh, K.T.; Husseini, G.A.; Majdalawieh, A.F.; Woodward, S.R.
Year: 2010
An MDM solver for the nearest point problem in Scaled Convex Hulls
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:López, J.; Barbero, A.; Dorronsoro, J.R.
Year: 2010
A robotic eye controller based on cooperative neural agents
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chang, O.; Campoy, P.; Martinez, C.; Olivares-Mendez, M.A.
Year: 2010
Possibility of synchronization in Hopfield like Chaotic Neural Networks with just adding a single neuron
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Mahdavi, N.; Menhaj, M.B.; Afshar, A.
Year: 2010
Development of Chebyshev neural network-based smart sensors for noisy harsh environment
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Patra, J.C.; Bornand, C.
Year: 2010
Algorithm of Partition based Network Boosting for imbalanced data classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shuiping Gou; Hui Yang; Licheng Jiao; Xiong Zhuang
Year: 2010
Robust relevance vector machine with noise variance coefficient
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Min Han; Yao Zhao
Year: 2010
The creativity effect: Consciousness versus attention
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Taylor, J.G.
Year: 2010
A computational model of adults' performance in naming objects using cross-situational learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fontanari, J.F.; Perlovsky, L.I.
Year: 2010
Tracking gestures using a probabilistic Self-Organising network
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Angelopoulou, A.; Psarrou, A.; Garcia-Rodriguez, J.; Gupta, G.
Year: 2010
Hybrid system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and Multi Layer Perceptrons combined by a fuzzy inference system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ramirez, E.; Castillo, O.; Soria, J.
Year: 2010
A quantum-inspired hybrid methodology for financial time series prediction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:de A Araujo, R.; de Oliveira, A.L.I.; Soares, S.C.B.
Year: 2010
A hybrid-strategy method combining semantic analysis with rule-based MT for patent machine translation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yaohong Jin
Year: 2010
Information retrieval by text summarization for an Indian regional language
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kallimani, J.S.; Srinivasa, K.G.; Eswara Reddy, B.
Year: 2010
Detection of users suspected of using multiple user accounts and manipulating evaluations in a community site
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ishikawa, N.; Watanabe, Y.; Nishimura, R.; Umemoto, K.; Okada, Y.; Murata, M.
Year: 2010
Augmenting the automated extracted tree adjoining grammars by semantic representation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Faili, H.; Basirat, A.
Year: 2010
Automatic classification of documents by formality
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Abu Sheikha, F.; Inkpen, D.
Year: 2010
An ontological model for representing computational lexicons a componential based approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Al-Yahya, M.; Alkhalifa, H.; Bahanshal, A.; Alodah, I.; Al-Helwah, N.
Year: 2010
Generating english-persian parallel corpus using an automatic anchor finding sentence aligner
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yazdchi, M.V.; Faili, H.
Year: 2010
Syntactic correlations of prosodic phrase in broadcasting news speech
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Yu Zou; Jiyuan Wu; Wei He; Min Hou; Yonglin Teng
Year: 2010
Part-of-speech tagging for Chinese unknown words in a domain-specific small corpus using morphological and contextual rules
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tao-Hsing Chang; Fu-Yuan Hsu; Chia-Hoang Lee; Hahn-Ming Lee
Year: 2010
Semantic role labeling for Bengali using 5Ws
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Das, A.; Ghosh, A.; Bandyopadhyay, S.
Year: 2010
Transitivity in semantic relation learning
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Fallucchi, F.; Zanzotto, F.M.
Year: 2010
Event-event relation identification: A CRF based approach
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kolya, A.K.; Ekbal, A.; Bandyopadhyay, S.
Year: 2010
Web-based technical term translation pairs mining for patent document translation
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Feiliang Ren; Jingbo Zhu; Huizhen Wang
Year: 2010
Chinese patent retrieval based on the pragmatic information
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Liping Wu; Song Liu; Fuji Ren
Year: 2010
Identifying emotion topic — An unsupervised hybrid approach with Rhetorical Structure and Heuristic Classifier
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Das, D.; Bandyopadhyay, S.
Year: 2010
Flexible English writing support based on negative-positive conversion method
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Katsura, Y.; Matsumoto, K.; Ren, F.
Year: 2010
Dashboard: An integration and testing platform based on backboard architecture for NLP applications
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Kumar, P.; Kumar Rathaur, A.; Ahmad, R.; Sinha, M.K.; Sangal, R.
Year: 2010
A lightweight Chinese semantic dependency parsing model based on sentence compression
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xin Wang; Weiwei Sun; Zhifang Sui
Year: 2010
Realization of a high performance bilingual OCR system for Thai-English printed documents
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Tangwongsan, S.; Suvacharakulton, B.
Year: 2010
An unsupervised approach to preposition error correction
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Islam, A.; Inkpen, D.
Year: 2010
Automatic filtration of multiword units
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ying Liu; Zheng Tie
Year: 2010
A study on disambiguation of structure “prep+n1+de+n2” for Chinese information processing
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Song Gao; Yiyi Zhao; Haitao Liu; Zhiwei Feng
Year: 2010
Pragmatic analysis based query expansion for Chinese cuisine QA service system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ling Xia; Ren, F.
Year: 2010
A morphology-based Chinese word segmentation method
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xiaojun Lin; Liang Zhao; Meng Zhang; Xihong Wu
Year: 2010
Obtaining chinese semantic knowledge from online encyclopedia
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Liu Yang; Tingting He; Xinhui Tu; Jinguang Chen
Year: 2010
Application of Chinese sentiment categorization to digital products reviews
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Hongying Zan; Kuizhong Kou; Jiale Tian; Sin, R.
Year: 2010
Anusaaraka: An expert system based machine translation system
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Chaudhury, S.; Rao, A.; Sharma, D.M.
Year: 2010
Emotion analysis in blogs at sentence level using a Chinese emotion corpus
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Changqin Quan; Tingting He; Fuji Ren
Year: 2010
Patterns of syntactic trees for parsing arabic texts
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ben Fraj, F.; Ben Othmane Zribi, C.; Ben Ahmed, M.
Year: 2010
Conversion between dependency structures and phrase structures using a head finder algorithm
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xinxin Li; Xuan Wang; Lin Yao
Year: 2010
Bottom up: Exploring word emotions for Chinese sentence chief sentiment classification
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Xin Kang; Fuji Ren; Yunong Wu
Year: 2010
Descriptive analysis of emotion and feeling in voice
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Shimura, M.; Monma, F.; Mitsuyoshi, S.; Shuzo, M.; Yamamoto, T.; Yamada, I.
Year: 2010
Adjacent reordering phrase-based translation models
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Li Yujian; Li Yanpeng
Year: 2010
A new algorithm of fuzzy support vector machine based on niche
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Ying Huang; Wei Li
Year: 2010
An improved method of keywords extraction based on short technology text
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Jun Wang; Lei Li; Ren, F.
Year: 2010
Maximum entropy based emotion classification of Chinese blog sentences
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Authors:Cheng Wang; Changqin Quan; Ren, F.
Year: 2010


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