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An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation Journal article
Future Generation Computer Systems, 2021,Volume: 115,Page: 59-75
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Disease Detection System  Feature Representation  Image Segmentation  Medical Biometrics  Multi-view Learning  
Consensus guided incomplete multi-view spectral clustering Journal article
Neural Networks, 2021,Volume: 133,Page: 207-219
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Co-regularization  Incomplete Multi-view Clustering  Manifold Learning  Spectral Clustering  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
CDIMC-net: Cognitive deep incomplete multi-view clustering network Conference paper
IJCAI International Joint Conference on Artificial Intelligence, IJCAI 2020, 1 January 2021 - null
Authors:  Wen,Jie;  Zhang,Zheng;  Xu,Yong;  Zhang,Bob;  Fei,Lunke;  Xie,Guo Sen
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/11
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Kun Lan;  Liansheng Liu;  Tengyue Li;  Yuhao Chen;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong;  Rui Tang
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Convolutional Neural Network  Leader And Long-tail  Particle Swarm Optimization  Parameter Optimization  Heart Disease  Breast Cancer  
Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, Nairobi, Kenya, 21-22 Nov. 2018
Authors:  Kun Lan;  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Convolution Neural Network  Pso  Hyperparameter Optimization  Ctg  Breast Cancer  
Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier Journal article
IEEE Access, 2019,Volume: 7,Page: 49669-49679
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/03/11
Adaption Model  Classification Algorithm  Multi-view Data  Nearest-subspace Classifier  View Similarity  View-dependent Class Separability  
Unified embedding alignment with missing views inferring for incomplete multi-view clustering Conference paper
33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, HI, JAN 27-FEB 01, 2019
Authors:  Wen,Jie;  Zhang,Zheng;  Xu,Yong;  Zhang,Bob;  Fei,Lunke;  Liu,Hong
Favorite |  | TC[WOS]:8 TC[Scopus]:11 | Submit date:2021/03/11
Multicellular gene network analysis identifies a macrophage-related gene signature predictive of therapeutic response and prognosis of gliomas Journal article
Journal of Translational Medicine, 2019,Volume: 17,Issue: 1
Authors:  Sun X.;  Liu X.;  Xia M.;  Shao Y.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:11 | Submit date:2021/03/03
Biomarker  Drug Resistance  Glioma  Macrophages  Multicellular Gene Network  Prognostic Signature  
Generative multi-view and multi-feature learning for classification Journal article
INFORMATION FUSION, 2019,Volume: 45,Page: 215-226
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite |  | TC[WOS]:32 TC[Scopus]:37 | Submit date:2018/10/30
Multi-view(Modal)  Multi-feature  Generative Model  Bayesian Model  Classification