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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.
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Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
Effects of TIP treatment on brain network topology of frontolimbic circuit in first-episode, treatment-naïve major depressive disorder Journal article
Journal of Affective Disorders, 2021,Volume: 279,Page: 122-130
Authors:  Lv,Xueyu;  Lu,Fengmei;  Zhang,Jinhua;  Chen,Heng;  Zhang,Liang;  Wang,Xiaoling;  Fan,Yangyang;  Fang,Jiliang;  Hong,Lan;  Wang,Jian;  Liu,Chunhong;  Yuan,Zhen;  He,Zongling;  Wang,Weidong
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Graph Theoretical Analysis  Low Resistance Thought Induction Psychotherapy  Major Depressive Disorder  Resting-state Functional Magnetic Resonance Image  
Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2021,Volume: 16,Issue: 4
Authors:  Zhu,Yucheng;  Zhai,Guangtao;  Min,Xiongkuo;  Zhou,Jiantao
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360 degree  deep reinforcement learning (DRL)  head movement prediction  omnidirectional  panoramic  saliency  VR  
Consensus guided incomplete multi-view spectral clustering Journal article
Neural Networks, 2021,Volume: 133,Page: 207-219
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng;  Zhang,Bob
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Co-regularization  Incomplete multi-view clustering  Manifold learning  Spectral clustering  
GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognition Journal article
Multimedia Tools and Applications, 2021
Authors:  Brito,Ricardo;  Biuk-Aghai,Robert P.;  Fong,Simon
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CUDA  GPU  Human Activity Recognition (HAR)  Neural networks  Shadow features  
A new SEAIRD pandemic prediction model with clinical and epidemiological data analysis on COVID-19 outbreak Journal article
Applied Intelligence, 2021
Authors:  Liu,Xian Xian;  Fong,Simon James;  Dey,Nilanjan;  Crespo,Rubén González;  Herrera-Viedma,Enrique
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Asymptomatic cases  COVID-19  Disease transmission  Enhanced surveillance  Interventions  Novel coronavirus  Risk assessment  SEAIRD  SEIR  Severity  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen;  Dong,Xiao
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Collaboration  Collaborative representation learning (CRL)  Context modeling  Correlation  Data models  Electronic mail  global and local contexts  Learning systems  network embeddings  network representation learning (NRL)  Network topology  topic modeling.  
Artificial Intelligence Prediction for the COVID-19 Data Based on LSTM Neural Networks and H2O AutoML Book chapter
出自: SpringerBriefs in Applied Sciences and Technology, 2021, 页码: 69-87
Authors:  Marques,Joao Alexandre Lobo;  Gois,Francisco Nauber Bernardo;  Xavier-Neto,José;  Fong,Simon James
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Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tang,Jialin;  Su,Qinglang;  Su,Binghua;  Fong,Simon;  Cao,Wei;  Gong,Xueyuan
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Convolutional Neural Networks (CNN)  Ensemble learning  Face recognition  Local Binary Patterns (LBP)  
Learning Salient and Discriminative Descriptor for Palmprint Feature Extraction and Identification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 12,Page: 5219-5230
Authors:  Zhao,Shuping;  Zhang,Bob
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Feature extraction  least square regression (LSR)  palmprint identification  salient and discriminative descriptor