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Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 3,Page: 1586-1597
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
Induction of programmed necrosis: A novel anti-cancer strategy for natural compounds Journal article
Pharmacology and Therapeutics, 2020,Volume: 214
Authors:  Yu,Jie;  Zhong,Bingling;  Xiao,Qingwen;  Du,Lida;  Hou,Ying;  Sun,Hong Shuo;  Lu,Jin Jian;  Chen,Xiuping
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/01
Cancer  Natural Compounds  Programmed Necrosis  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Neural Networks, 2020,Volume: 128,Page: 268-278
Authors:  Vong,Chi Man;  Du,Jie
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Highly imbalanced data  Multi-class classification  Sequential ensemble learning  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
IEEE Access, 2020,Volume: 8,Page: 11700-11709
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
discriminative data representation  ELM based auto-encoder  Extreme learning machine  multi-layer perceptron  supervised ELM-AE  
Robust Online Multilabel Learning under Dynamic Changes in Data Distribution with Labels Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 1,Page: 374-385
Authors:  Du,Jie;  Vong,Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/11
Concept drift  dynamic changes  multilabel data streams  online multilabel learning (OMLL)  
Room temperature continuous-wave excited biexciton emission in perovskite nanoplatelets via plasmonic nonlinear fano resonance Journal article
Communications Physics, 2019,Volume: 2,Issue: 1
Authors:  Chen,Jie;  Zhang,Qing;  Shi,Jia;  Zhang,Shuai;  Du,Wenna;  Mi,Yang;  Shang,Qiuyu;  Liu,Pengchong;  Sui,Xinyu;  Wu,Xianxin;  Wang,Rui;  Peng,Bo;  Zhong,Haizheng;  Xing,Guichuan;  Qiu,Xiaohui;  Sum,Tze Chien;  Liu,Xinfeng
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2021/03/11
n-Butanol production from lignocellulosic biomass hydrolysates without detoxification by Clostridium tyrobutyricum Delta ack-adhE2 in a fibrous-bed bioreactor Journal article
BIORESOURCE TECHNOLOGY, 2019,Volume: 289
Authors:  Li, Jing;  Du, Yinming;  Bao, Teng;  Dong, Jie;  Lin, Meng;  Shim, Hojae;  Yang, Shang-Tian
Favorite |  | TC[WOS]:16 TC[Scopus]:23 | Submit date:2020/05/29
Network functional connectivity analysis in individuals at ultrahigh risk for psychosis and patients with schizophrenia Journal article
PSYCHIATRY RESEARCH-NEUROIMAGING, 2019,Volume: 290,Page: 51-57
Authors:  Chen Xiongying;  Li Xianbin;  Yan Tongjun;  Dong Qianhong;  Mao Zhen;  Wang Yanyan;  Yang Ningbo;  Zhang Qiumei;  Zhao Wan;  Zhai Jinguo;  Chen Min;  Du Boqi;  Deng Xiaoxiang;  Ji Feng;  Xiang Yu-Tao;  Song Jie;  Wu Hongjie;  Dong Qi;  Chen Chuansheng;  Wang Chuanyue;  Li Jun
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2020/05/26
Schizophrenia  Ultrahigh Risk  Degree Centrality  Functional Connectivity  Network  
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6163-6177
Authors:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
Favorite |  | TC[WOS]:6 TC[Scopus]:12 | Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Cissampelini Methiodidum Book chapter
出自: Natural Small Molecule Drugs from Plants, 2018, 页码: 215-220
Authors:  Yu,Jie;  Du,Li Da;  Chen,Xiu Ping;  Wang,Shou Bao;  Du,Guan Hua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/01
Alkaloid  Cissampelini Methiodidum  Muscle relaxant