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ZHENGHUA CHEN
ZHENGHUA CHEN
Lab Head & PI at Institute for Infocomm Research (I2R), A*STAR, Singapore
Geverifieerd e-mailadres voor ntu.edu.sg - Homepage
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Deep learning and its applications to machine health monitoring
R Zhao, R Yan, Z Chen, K Mao, P Wang, RX Gao
Mechanical Systems and Signal Processing 115, 213-237, 2019
21552019
Fusion of WiFi, smartphone sensors and landmarks using the Kalman filter for indoor localization
Z Chen, H Zou, H Jiang, Q Zhu, YC Soh, L Xie
Sensors 15 (1), 715-732, 2015
4612015
A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems
K Gao, Z Cao, L Zhang, Z Chen, Y Han, Q Pan
IEEE/CAA Journal of Automatica Sinica 6 (4), 904-916, 2019
3492019
WiFi CSI based passive human activity recognition using attention based BLSTM
Z Chen, L Zhang, C Jiang, Z Cao, W Cui
IEEE Transactions on Mobile Computing 18 (11), 2714-2724, 2018
3012018
Machine remaining useful life prediction via an attention-based deep learning approach
Z Chen, M Wu, R Zhao, F Guretno, R Yan, X Li
IEEE Transactions on Industrial Electronics 68 (3), 2521-2531, 2020
2792020
Robust human activity recognition using smartphone sensors via CT-PCA and online SVM
Z Chen, Q Zhu, YC Soh, L Zhang
IEEE transactions on industrial informatics 13 (6), 3070-3080, 2017
2582017
Building occupancy estimation and detection: A review
Z Chen, C Jiang, L Xie
Energy and Buildings 169, 260-270, 2018
2502018
An attention-based deep learning approach for sleep stage classification with single-channel EEG
E Eldele, Z Chen, C Liu, M Wu, CK Kwoh, X Li, C Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 809-818, 2021
2462021
Smartphone inertial sensor-based indoor localization and tracking with iBeacon corrections
Z Chen, Q Zhu, YC Soh
IEEE Transactions on Industrial Informatics 12 (4), 1540-1549, 2016
2122016
Time-series representation learning via temporal and contextual contrasting
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li, C Guan
arXiv preprint arXiv:2106.14112, 2021
2022021
Accurate indoor localization and tracking using mobile phone inertial sensors, WiFi and iBeacon
H Zou, Z Chen, H Jiang, L Xie, C Spanos
2017 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL …, 2017
1632017
A novel ensemble ELM for human activity recognition using smartphone sensors
Z Chen, C Jiang, L Xie
IEEE Transactions on Industrial Informatics 15 (5), 2691-2699, 2018
1352018
WiFi fingerprinting indoor localization using local feature-based deep LSTM
Z Chen, H Zou, JF Yang, H Jiang, L Xie
IEEE Systems Journal 14 (2), 3001-3010, 2019
1322019
Distilling the knowledge from handcrafted features for human activity recognition
Z Chen, L Zhang, Z Cao, J Guo
IEEE Transactions on Industrial Informatics 14 (10), 4334-4342, 2018
1272018
A fusion framework for occupancy estimation in office buildings based on environmental sensor data
Z Chen, MK Masood, YC Soh
Energy and Buildings 133, 790-798, 2016
942016
Modeling regular occupancy in commercial buildings using stochastic models
Z Chen, J Xu, YC Soh
Energy and Buildings 103, 216-223, 2015
932015
A novel semisupervised deep learning method for human activity recognition
Q Zhu, Z Chen, YC Soh
IEEE Transactions on Industrial Informatics 15 (7), 3821-3830, 2018
872018
Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori
Z Chen, C Jiang, S Xiang, J Ding, M Wu, X Li
IEEE Transactions on Instrumentation and Measurement 69 (7), 3992-4001, 2019
832019
Two-stream convolution augmented transformer for human activity recognition
B Li, W Cui, W Wang, L Zhang, Z Chen, M Wu
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 286-293, 2021
802021
Learning to iteratively solve routing problems with dual-aspect collaborative transformer
Y Ma, J Li, Z Cao, W Song, L Zhang, Z Chen, J Tang
Advances in Neural Information Processing Systems 34, 11096-11107, 2021
762021
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Artikelen 1–20