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Semantic Feature Learning for Heterogeneous Multitask Classification via Non-Negative Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 8, 页码: 2284-2293
作者:  Zhuang, Fuzhen;  Li, Xuebing;  Jin, Xin;  Zhang, Dapeng;  Qiu, Lirong;  He, Qing
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/10
Heterogeneous features  multitask learning (MTL)  non-negative matrix factorization (NMF)  semantic feature learning  
Representation learning via Dual-Autoencoder for recommendation 期刊论文
NEURAL NETWORKS, 2017, 卷号: 90, 页码: 83-89
作者:  Zhuang, Fuzhen;  Zhang, Zhiqiang;  Qian, Mingda;  Shi, Chuan;  Xie, Xing;  He, Qing
收藏  |  浏览/下载：57/0  |  提交时间：2019/12/12
Matrix factorization  Dual-Autoencoder  Recommendation  Representation learning  
Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 12, 页码: 2457-2471
作者:  Liu, Risheng;  Zhong, Guangyu;  Cao, Junjie;  Lin, Zhouchen;  Shan, Shiguang;  Luo, Zhongxuan
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/13
Visual diffusion  PDE governed combinatorial optimization  submodularity  saliency detection  object tracking  
Integrating heterogeneous information via flexible regularization framework for recommendation 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2016, 卷号: 49, 期号: 3, 页码: 835-859
作者:  Shi, Chuan;  Liu, Jian;  Zhuang, Fuzhen;  Yu, Philip S.;  Wu, Bin
收藏  |  浏览/下载：48/0  |  提交时间：2019/12/13
Recommender system  Heterogeneous information network  Matrix factorization  Similarity measure  
Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 10, 页码: 3109-3123
作者:  Shen, Li;  Sun, Gang;  Huang, Qingming;  Wang, Shuhui;  Lin, Zhouchen;  Wu, Enhua
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/13
Sparse coding  discriminative dictionary learning  hierarchical method  large scale classification