עקוב אחר
ZHENGHUA CHEN
ZHENGHUA CHEN
Lab Head & PI at Institute for Infocomm Research (I2R), A*STAR, Singapore
כתובת אימייל מאומתת בדומיין ntu.edu.sg - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
26772019
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
5352021
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
4922015
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
4862019
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
4822021
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
4652020
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
4312018
Building occupancy estimation and detection: A review‏
Z Chen, C Jiang, L Xie‏
Energy and Buildings 169, 260-270, 2018‏
3152018
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
2902017
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
2372016
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
1842017
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
1802021
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
1742019
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
1652018
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
1642021
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
1542018
Degradation-aware remaining useful life prediction with LSTM autoencoder‏
JY Wu, M Wu, Z Chen, XL Li, R Yan‏
IEEE Transactions on Instrumentation and Measurement 70, 1-10, 2021‏
1372021
Contrastive adversarial domain adaptation for machine remaining useful life prediction‏
M Ragab, Z Chen, M Wu, CS Foo, CK Kwoh, R Yan, X Li‏
IEEE Transactions on Industrial Informatics 17 (8), 5239-5249, 2020‏
1312020
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
1122016
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
1112019
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מאמרים 1–20