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Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020,Volume: 2020-October,Page: 2452-2457
Authors:  Jia,Xue;  Zhang,Tong;  Philip Chen,C. L.;  Liu,Zhulin;  Chen,Long;  Wen,Guihua;  Hu,Bin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
broad learning system (BLS)  EEG  emotion recognition  temporal convolutional broad learning system (TCBLS)  temporal convolutional network (TCN)  
EEG-based Emotion Recognition under Convolutional Neural Network with Differential Entropy Feature Maps Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Li,Yifan;  Wong,Chi Man;  Zheng,Yudian;  Wan,Feng;  Mak,Peng Un;  Pun,Sio Hang;  Vai,Mang I.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
convolutional neural network  differential entropy  electroencephalograph  Emotion recognition  feature map  
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System Conference paper
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
Authors:  Wang,Xue Han;  Zhang,Tong;  Xu,Xiang Min;  Chen,Long;  Xing,Xiao Fen;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:13 | Submit date:2021/03/09
biological signals  broad dynamical graph learning system (BDGLS)  broad learning system (BLS)  Emotion recognition  graph convolutional neural networks (GCNN)  
A novel ECG-based real-time detection method of negative emotions in wearable applications Conference paper
2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
Authors:  Cheng,Zi;  Shu,Lin;  Xie,Jinyan;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:13 | Submit date:2021/03/09
ECG  feature fusion  negative emotion detection  real-time  wearable applications  
A Novel ECG-based Real-time Detection Method of Negative Emotions in Wearable Applications Conference paper
Authors:  Cheng, Zi;  Shu, Lin;  Xie, Jinyan;  Chen, C. L. Philip;  IEEE
Favorite |  | TC[WOS]:7 TC[Scopus]:0 | Submit date:2018/10/30
ECG  real-time  feature fusion  negative emotion detection  wearable applications  
Hierarchical classification in text mining for sentiment analysis Conference paper
Proceedings - 2014 International Conference on Soft Computing and Machine Intelligence, ISCMI 2014
Authors:  Li,Jinyan;  Fong,Simon;  Zhuang,Yan;  Khoury,Richard
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
classification  sentiment analysis  text mining  
Classifying human voices by using hybrid sfx time-series preprocessing and ensemble feature selection Journal article
BioMed Research International, 2013,Volume: 2013
Authors:  Fong,Simon;  Lan,Kun;  Wong,Raymond
Favorite |  | TC[WOS]:9 TC[Scopus]:15 | Submit date:2021/03/09
Using hierarchical time series clustering algorithm and wavelet classifier for biometric voice classification Journal article
Journal of Biomedicine and Biotechnology, 2012,Volume: 2012
Authors:  Fong,Simon
Favorite |  | TC[WOS]:5 TC[Scopus]:12 | Submit date:2021/03/09
Measuring emotions from online news and evaluating public models from netizens' comments: A text mining approach Journal article
Journal of Emerging Technologies in Web Intelligence, 2012,Volume: 4,Issue: 1,Page: 60-66
Authors:  Fong,Simon
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/09
Emotion classification  Hierarchical visualization  Text mining  
Attribute overlap minimization and outlier elimination as dimensionality reduction techniques for text classification algorithms Journal article
Journal of Emerging Technologies in Web Intelligence, 2012,Volume: 4,Issue: 3,Page: 259-263
Authors:  Fong,Simon;  Cerone,Antonio
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2021/03/09
Data stream mining  Incremental optimization  Optimized very fast decision tree