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Identification of epilepsy from intracranial EEG signals by using different neural network models 期刊论文
Computational Biology and Chemistry, 2020, 页码: 107310
作者:  Gong C(龚晨);  Zhang XX(张肖雄);  Niu YY(牛云云)
Adobe PDF(1786Kb)  |  收藏  |  浏览/下载：156/52  |  提交时间：2023/06/27
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG 期刊论文
Cognitive Neurodynamics, 2020, 卷号: vol. 15, 页码: 181–189
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Hou, Zeng-Guang;  Ni, Zhen-Liang;  Chen, Sheng;  Fang, Zhijie
Adobe PDF(1039Kb)  |  收藏  |  浏览/下载：115/39  |  提交时间：2023/06/02
Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1478-1488
作者:  Yu Cao;  Jian Huang
浏览  |  Adobe PDF(9613Kb)  |  收藏  |  浏览/下载：166/59  |  提交时间：2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
Understanding Nonverbal Communication Cues of Human Personality Traits in Human-Robot Interaction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1465-1477
作者:  Zhihao Shen;  Armagan Elibol;  Nak Young Chong
浏览  |  Adobe PDF(5737Kb)  |  收藏  |  浏览/下载：157/52  |  提交时间：2021/03/11
Human-robot interaction  machine learning  nonverbal communication cues  personality traits  
Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
作者:  Dilantha Haputhanthri;  Gunavaran Brihadiswaran;  Sahan Gunathilaka;  Dulani Meedeniya;  Sampath Jayarathna;  Mark Jaime;  Christopher Harshaw
浏览  |  Adobe PDF(1617Kb)  |  收藏  |  浏览/下载：236/70  |  提交时间：2021/02/22
Autism spectrum disorder  facial thermography  EEG signal processing  machine learning  decision support system  ASDGenus.  
Text-mining-based Fake News Detection Using Ensemble Methods 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 210-221
作者:  Harita Reddy;  Namratha Raj;  Manali Gala;  Annappa Basava
浏览  |  Adobe PDF(1101Kb)  |  收藏  |  浏览/下载：337/128  |  提交时间：2021/02/22
Fake news  social media  stylometric features  word vectors  ensemble methods.  
Item Response Theory Based Ensemble in Machine Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:  Ziheng Chen;  Hongshik Ahn
浏览  |  Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：196/100  |  提交时间：2021/02/22
Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.  
Dynamic Feature Combination by Agreement for Image Classification 期刊论文
Journal of Physics: Conference Series, 2020, 卷号: 1631, 期号: 1
作者:  Li,Chenghua;  Wang,Wanguo;  Liu,Linzhi;  Liang,Tian
Adobe PDF(488Kb)  |  收藏  |  浏览/下载：268/59  |  提交时间：2021/01/07
An Automatic Rehabilitation Assessment System for Hand Function Based on Leap Motion and Ensemble Learning 期刊论文
CYBERNETICS AND SYSTEMS, 2020, 页码: 23
作者:  Li, Chenguang;  Cheng, Long;  Yang, Hongjun;  Zou, Yongxiang;  Huang, Fubiao
Adobe PDF(2555Kb)  |  收藏  |  浏览/下载：327/46  |  提交时间：2021/01/07
Automatic assessment  Brunnstrom assessment  ensemble learning  Fugl-Meyer assessment  hand function assessment  rehabilitation  Leap Motion  
PredictFP2: A New Computational Model to Predict Fusion Peptide Domain in All Retroviruses 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 5, 页码: 1714-1720
作者:  Wu, Sijia;  Wu, Xiaoming;  Tian, Jie;  Zhou, Xiaobo;  Huang, Liyu
收藏  |  浏览/下载：172/0  |  提交时间：2021/01/07
Benchmark testing  Amino acids  Support vector machines  Computational modeling  Predictive models  Cells (biology)  Databases  Fusion peptide prediction  FP distribution  hydrophobicity  retrovirus  support vector machine