IEEE - Institute of Electrical and Electronics Engineers, Inc. - Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series Classification

2018 IEEE International Conference on Big Data (Big Data)

Author(s): Sreyasee Das Bhattacharjee ; William J. Tolone ; Mohammed Elshambakey ; Isaac Cho ; Ashish Mahabal ; George Djorgovski
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2018
Conference Location: Seattle, WA, USA, USA
Conference Date: 10 December 2018
Page(s): 959 - 966
ISBN (Electronic): 978-1-5386-5035-6
ISBN (USB): 978-1-5386-5034-9
DOI: 10.1109/BigData.2018.8622253
Regular:

In this paper, we propose an effective, multi-view, multivariate deep classification model for time-series data. Multi-view methods show promise in their ability to learn correlation and... View More

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