IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Hessian-Free Optimization-Based Approach to Latent-Factor-Based QoS Predictors with High Accuracy

2015 IEEE International Conference on Systems, Man and Cybernetics (SMC)

Author(s): Xin Luo ; Yunni Xia ; Qingsheng Zhu ; Mengchu Zhou
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2015
Conference Location: Kowloon, China
Conference Date: 9 October 2015
Page(s): 1,639 - 1,644
ISBN (Electronic): 978-1-4799-8697-2
ISBN (USB): 978-1-4799-8696-5
DOI: 10.1109/SMC.2015.289
Regular:

Latent-factor-based Quality-of-Service predictors can achieve high prediction accuracy and good scalability. However, most of them are based on first-order models that cannot well deal with their... View More

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