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LOTMAP: learning to optimize top-N recommendation with mean average precision 期刊论文
Innovative Computing, Information and Control Express Lettersv, 2014, 卷号: 8, 期号: 12, 页码: 3299-3306
Authors:  Yang Yehui;  Zhang Wensheng;  Xie Yuan;  Zhu Limin;  Tan Yuanhua
View  |  Adobe PDF(716Kb)  |  Favorite  |  View/Download:84/1  |  Submit date:2016/06/20
Top-n Recommendation  Collaborative Filtering  Optimize  Matrix Factorization  Mean Average Precision  
Spectral Unmixing via Data-Guided Sparsity 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 12, 页码: 5412-5427
Authors:  Zhu, Feiyun;  Wang, Ying;  Fan, Bin;  Xiang, Shiming;  Meng, Gaofeng;  Pan, Chunhong
View  |  Adobe PDF(6232Kb)  |  Favorite  |  View/Download:109/24  |  Submit date:2015/08/12
Data-guided Sparse (Dgs)  Data-guided Map (dgMap)  Nonnegative Matrix Factorization (Nmf)  Dgs-nmf  Mixed Pixel  Hyperspectral Unmixing (Hu)  
CLUSTER CONSTRAINT BASED SPARSE NMF FOR HYPERSPECTRAL IMAGERY UNMIXING 会议论文
IEEE, Paris, France, 27-30 Oct. 2014
Authors:  Jiang XW(蒋心为);  Xinwei Jiang
View  |  Adobe PDF(123Kb)  |  Favorite  |  View/Download:87/17  |  Submit date:2016/07/22
Hyperspectral Imagery  Linear Mixing Model  Nonnegative Matrix Factorization  Spectral Cluster  
SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding 期刊论文
MACHINE LEARNING, 2014, 卷号: 97, 期号: 1-2, 页码: 205-226
Authors:  Courty, Nicolas;  Gong, Xing;  Vandel, Jimmy;  Burger, Thomas
Favorite  |  View/Download:28/0  |  Submit date:2015/09/18
Non-negative Matrix Factorization  Manifold Sampling  Kernel Methods  Sparse Projections  Simplex Methods  Convexity Constraints  
Semi-supervised Unified Latent Factor learning with multi-view data 期刊论文
MACHINE VISION AND APPLICATIONS, 2014, 卷号: 25, 期号: 7, 页码: 1635-1645
Authors:  Jiang, Yu;  Liu, Jing;  Li, Zechao;  Lu, Hanqing
View  |  Adobe PDF(1009Kb)  |  Favorite  |  View/Download:79/23  |  Submit date:2015/08/12
Multi-view Learning  Semi-supervised Learning  Unified Latent Factor Learning  Nonnegative Matrix Factorization  
Facade Labeling via Explicit Matrix Factorization 会议论文
, Cherbourg, France, 2014-7-1
Authors:  Hongfei Xiao;  Lingfeng Wang;  Gaofeng Meng;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(3756Kb)  |  Favorite  |  View/Download:83/14  |  Submit date:2018/02/27
Facade Labeling  Repetition Detection  Explicit Formulation  Matrix Factorization  
Projective Matrix Factorization with unified embedding for social image tagging 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 页码: 71-78
Authors:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
View  |  Adobe PDF(1371Kb)  |  Favorite  |  View/Download:126/28  |  Submit date:2015/08/12
Projective Matrix Factorization  Unified Embedding  Structure Preserving  Social Tagging  
基于子空间的多视角学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  蒋瑜
Adobe PDF(17239Kb)  |  Favorite  |  View/Download:374/0  |  Submit date:2015/09/02
多视角学习  子空间学习  概率潜在语义分析  狄里克莱分布  非负矩阵分解  协同过滤  Multi-view Learning  Subspace Learning  Probabilistic Latent Semantic Analysis  Latent Dirichlet Allocation  Nonnegtive Matrix Factorization  Collaborative Filtering  
Sparse representation for robust abnormality detection in crowded scenes 期刊论文
PATTERN RECOGNITION, 2014, 卷号: 47, 期号: 5, 页码: 1791-1799
Authors:  Zhu, Xiaobin;  Liu, Jing;  Wang, Jinqiao;  Li, Changsheng;  Lu, Hanqing
View  |  Adobe PDF(3462Kb)  |  Favorite  |  View/Download:147/60  |  Submit date:2015/08/12
Nonnegative Matrix Factorization  Crowded Scene  Abnormality Detection  Sparse Coding  Earth Mover's Distance  Wavelet Emd  
Structured Sparse Method for Hyperspectral Unmixing 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 卷号: 88, 页码: 101-118
Authors:  Zhu, Feiyun;  Wang, Ying;  Xiang, Shiming;  Fan, Bin;  Pan, Chunhong
View  |  Adobe PDF(10734Kb)  |  Favorite  |  View/Download:97/20  |  Submit date:2015/08/12
Hyperspectral Unmixing (Hu)  Hyperspectral Image Analysis  Structured Sparse Nmf (ss-Nmf)  Mixed Pixel  Nonnegative Matrix Factorization (Nmf)