Lightweight Tensor Deep Computation Model With Its Application in Intelligent Transportation Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3143861
Abstract: Deep computation models (DCMs) are widely used in intelligent transportation systems (ITS), like driving behavior detection, intelligent parking navigation and real-time road condition detection. Due to the multi-source heterogeneous nature of big data of the… read more here.
Keywords: deep computation; lightweight tensor; intelligent transportation; transportation systems ... See more keywords
An Improved Deep Computation Model Based on Canonical Polyadic Decomposition
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2017.2701797
Abstract: Deep computation models achieve super performance for big data feature learning. However, training a deep computation model poses a significant challenge since a deep computation model typically involves a large number of parameters. Specially, it… read more here.
Keywords: computation model; deep computation; model; decomposition ... See more keywords
Dependable Deep Computation Model for Feature Learning on Big Data in Cyber-Physical Systems
Sign Up to like & getrecommendations! Published in 2019 at "ACM Transactions on Cyber-Physical Systems"
DOI: 10.1145/3110218
Abstract: With the ongoing development of sensor devices and network techniques, big data are being generated from the cyber-physical systems. Because of sensor equipment occasional failure and network transmission unreliability, a large number of low-quality data,… read more here.
Keywords: big data; computation model; cyber physical; deep computation ... See more keywords