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Web Objectionable Video Recognition Based on Deep Multi-Instance Learning With Representative Prototypes Selection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1222-1233
Authors:  Ding, Xinmiao;  Li, Bing;  Li, Yangxi;  Guo, Wen;  Liu, Yao;  Xiong, Weihua;  Hu, Weiming
Favorite  |  View/Download:16/0  |  Submit date:2021/04/27
Feature extraction  Prototypes  Visualization  Support vector machines  Machine learning  Streaming media  Spectrogram  Representative prototype selection  objectionable video recognition  deep learning  
Temporal embedding and spatiotemporal feature selection boost multi-voxel pattern analysis decoding accuracy 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 345, 页码: 13
Authors:  Choupan, Jeiran;  Douglas, Pamela K.;  Gal, Yaniv;  Cohen, Mark S.;  Reutens, David C.;  Yang, Zhengyi
Favorite  |  View/Download:5/0  |  Submit date:2021/01/07
fMRI  Multi-variate pattern analysis  Spatiotemporal feature selection  Multiband EPI  Random forest  Support vector machine  
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
Authors:  Xie, Guo-Sen;  Zhang, Zheng;  Liu, Li;  Zhu, Fan;  Zhang, Xu-Yao;  Shao, Ling;  Li, Xuelong
Favorite  |  View/Download:6/0  |  Submit date:2021/01/07
Training  Task analysis  Learning systems  Computational modeling  Optimization  Support vector machines  Principal component analysis  Feature learning  feature selection  least squares  subspace learning  
Age Estimation via Selecting Discriminated Features and Preserving Geometry 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 卷号: 14, 期号: 4, 页码: 1721-1737
Authors:  Tian, Qing;  Sun, Heyang;  Ma, Chuang;  Cao, Meng;  Chu, Yi
Favorite  |  View/Download:25/0  |  Submit date:2020/06/22
Age Estimation  Least Square Regression  Cumulative Attribute Coding  Feature Selection  Manifold Learning  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
Authors:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
View  |  Adobe PDF(5292Kb)  |  Favorite  |  View/Download:4/3  |  Submit date:2021/03/11
Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
Multi-view clustering via joint feature selection and partially constrained cluster label learning 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 93, 页码: 380-391
Authors:  Yin, Qiyue;  Zhang, Junge;  Wu, Shu;  Li, Hexi
Favorite  |  View/Download:59/0  |  Submit date:2019/10/10
Multi-view clustering  Feature selection  Prior information  Cluster indicator  
Stereo Visual Odometry with Light and Adaptive Feature Tracking 会议论文
, 中国厦门, 2019.7.5-2019.7.7
Authors:  Xin Huang;  Shuming Tang;  Lifu Zhang;  Haibing Zhu;  Qingxiu Du
Adobe PDF(781Kb)  |  Favorite  |  View/Download:63/24  |  Submit date:2020/06/11
stereo visual odomerty  feature tracking  VINS-Fusion  bi-circular check  adaptive feature selection  
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 788-802
Authors:  Peng, Hanyang;  Liu, Cheng-Lin
Favorite  |  View/Download:53/0  |  Submit date:2019/07/12
Accelerated proximal gradient (APG)  extended hinge loss (HL)  feature selection  sparsity regularization  
Efficient Feature Selection Algorithm Based on Particle Swarm Optimization With Learning Memory 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 166066-166078
Authors:  Wei, Bo;  Zhang, Wensheng;  Xia, Xuewen;  Zhang, Yinglong;  Yu, Fei;  Zhu, Zhiliang
Favorite  |  View/Download:49/0  |  Submit date:2020/03/30
Combinatorial optimization  feature selection  global optimization  learning memory  particle swarm optimization  
An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 302, 页码: 75-81
Authors:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Favorite  |  View/Download:92/0  |  Submit date:2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance