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A generalized least-squares approach regularized with graph embedding for dimensionality reduction 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 10
Authors:  Shen, Xiang-Jun;  Liu, Si-Xing;  Bao, Bing-Kun;  Pan, Chun-Hong;  Zha, Zheng-Jun;  Fan, Jianping
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Dimensionality reduction  Graph embedding  Subspace learning  Least-squares  
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
Authors:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Dai, Longquan;  Tao, Dacheng
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Tensile stress  Manifolds  Encoding  Laplace equations  Semisupervised learning  Correlation  Optimization  Manifold regularization  multilinear  multiview features  nonlinear subspace clustering  tensor singular-value decomposition (t-SVD)  
Fine-grained neural decoding with distributed word representations 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 256-272
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Wang, Haiyan;  Lin, Nan;  Zong, Chengqing
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Neural decoding  fMRI word decoding  Word class  Stimuli paradigm  Word embedding models  Informative voxels  
Multi-view laplacian least squares for human emotion recognition 期刊论文
NEUROCOMPUTING, 2019, 卷号: 370, 页码: 78-87
Authors:  Guo, Shuai;  Feng, Lin;  Feng, Zhan-Bo;  Li, Yi-Hao;  Wang, Yang;  Liu, Sheng-Lan;  Qiao, Hong
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Multi-view learning  Laplacian least squares  Subspace learning  Human emotion recognition  
基于独立成分子空间支持向量机的精神疾病磁共振影像学分类研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  高爽
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独立成分分析  子空间相似度  支持向量机  磁共振影像  精神疾病分类  
行人分割与识别研究 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, 2019
Authors:  宋纯锋
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行人图像分割,行人识别,步态识别,弱监督学习  
基于原型的在线自适应学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  沈媛媛
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在线半监督学习  在线主动学习  非遗忘学习  连续自适应  原型学习  
跨摄像头行人重识别问题研究与应用 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  曹敏
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行人重识别  度量学习  重排序  奇异问题  区域特定的度量函数  排序损失函数  群体信息  近邻样本  
A Semi-Explicit Surface Tracking Mechanism for Multi-Phase Immiscible Liquids 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2019, 卷号: 25, 期号: 10, 页码: 2873-2885
Authors:  Yang, Meng;  Ye, Juntao;  Ding, Frank;  Zhang, Yubo;  Yan, Dong-Ming
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Surface tracking  explicit mesh  remeshing  regional level set  multi-material  spectrally refined grid  
Dynamic Collaborative Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3035-3046
Authors:  Zhu, Guibo;  Zhang, Zhaoxiang;  Wang, Jinqiao;  Wu, Yi;  Lu, Hanqing
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Correlation filter (CF)  distracter suppression  online learning  visual tracking