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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
作者:  Xie, Guo-Sen;  Zhang, Zheng;  Liu, Li;  Zhu, Fan;  Zhang, Xu-Yao;  Shao, Ling;  Li, Xuelong
收藏  |  浏览/下载：192/0  |  提交时间：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  
面向行人重识别的多视角机器学习模型与算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
作者:  张志忠
Adobe PDF(7131Kb)  |  收藏  |  浏览/下载：306/19  |  提交时间：2020/06/10
行人重识别  多视角机器学习  特征融合  度量学习  深度卷积神经网络  
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 2020, 页码: 1-14
作者:  Huang, Xiao;  Wu, Wei;  Qiao, Hong
浏览  |  Adobe PDF(5970Kb)  |  收藏  |  浏览/下载：239/85  |  提交时间：2020/06/09
Brain-inspired Computing  Emotion-motivated Learning  Emotion-memory Interactions  Decision-making  Reinforcement Learning  
Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 4996-5009
作者:  Min, Shaobo;  Yao, Hantao;  Xie, Hongtao;  Zha, Zheng-Jun;  Zhang, Yongdong
收藏  |  浏览/下载：240/0  |  提交时间：2020/06/02
Visualization  Graphics processing units  Feature extraction  Convergence  Optimization  Covariance matrices  Training  Fine-grained visual recognition  bilinear pooling  matrix normalization  multi-objective optimization  
A Local Deviation Constraint Based Non-Rigid Structure From Motion Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1447-1456
作者:  Xia Chen;  Zhan-Li Sun;  Kin-Man Lam;  Zhigang Zeng
浏览  |  Adobe PDF(4081Kb)  |  收藏  |  浏览/下载：125/35  |  提交时间：2021/03/11
Augmented Lagrange multipliers (ALM)  column-spacefitting  non-rigid structure from motion (NRSFM)  
Fine-Grained Resource Provisioning and Task Scheduling for Heterogeneous Applications in Distributed Green Clouds 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1380-1393
作者:  Haitao Yuan;  MengChu Zhou;  Qing Liu;  Abdullah Abusorrah
Adobe PDF(3017Kb)  |  收藏  |  浏览/下载：142/49  |  提交时间：2021/03/11
Bees algorithm  data centers  distributed green cloud (DGC)  energy optimization  intelligent optimization  simulated annealing  task scheduling  machine learning  
Automatic Classification of Cardiac Arrhythmias Based on Hybrid Features and Decision Tree Algorithm 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 551-561
作者:  Santanu Sahoo;  Asit Subudhi;  Manasa Dash;  Sukanta Sabut
浏览  |  Adobe PDF(1105Kb)  |  收藏  |  浏览/下载：108/34  |  提交时间：2021/02/22
Electrocardiogram (ECG)  cardiac arrhythmias  empirical mode decomposition (EMD)  variational mode decomposition (VMD)  hybrid features  decision tree classifier.  
A Hybrid Brain-Computer Interface for Closed-Loop Position Control of a Robot Arm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1344-1360
作者:  Arnab Rakshit;  Amit Konar;  Atulya K. Nagar
Adobe PDF(3027Kb)  |  收藏  |  浏览/下载：100/35  |  提交时间：2021/03/11
Brain-computer interfacing (BCI)  electroencephalography (EEG)  Jaco robot arm  motor imagery  P300  steady-state visually evoked potential (SSVEP)  
ADMM-based Distributed Algorithm for Economic Dispatch in Power Systems With Both Packet Drops and Communication Delays 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 842-852
作者:  Qing Yang;  Gang Chen;  Ting Wang
浏览  |  Adobe PDF(2084Kb)  |  收藏  |  浏览/下载：142/44  |  提交时间：2021/03/11
Alternating direction method of multipliers (ADMM)  average consensus  directed graph (digraph)  distributed algorithm  economic dispatch  packet drops  time delays  
Tensor Multi-Task Learning for Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 2463-2477
作者:  Zhang, Zhizhong;  Xie, Yuan;  Zhang, Wensheng;  Tang, Yongqiang;  Tian, Qi
浏览  |  Adobe PDF(1444Kb)  |  收藏  |  浏览/下载：325/55  |  提交时间：2020/03/30
Cameras  Task analysis  Measurement  Visualization  Training  Computational modeling  Person re-identification  multi-task learning  tensor optimization