Journal article
Privacy-Preserving Double-Projection Deep Computation Model With Crowdsourcing on Cloud for Big Data Feature Learning
Abstract
Recent years have witness a considerable advance of Internet of Things with the tremendous progress of communication theories and sensing technologies. A large number of data, usually referring to big data, have been generated from Internet of Things. In this paper, we present a double-projection deep computation model (DPDCM) for big data feature learning, which projects the raw input into two separate subspaces in the hidden layers to learn …
Authors
Zhang Q; Yang LT; Chen Z; Li P; Deen MJ
Journal
IEEE Internet of Things Journal, Vol. 5, No. 4, pp. 2896–2903
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
August 1, 2018
DOI
10.1109/jiot.2017.2732735
ISSN
2327-4662