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Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite  |  View/Download:13/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite  |  View/Download:23/0  |  Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Multi-stage optimization of a deep model: A case study on ground motion modeling Journal article
PLOS ONE, 2018,Volume: 13,Issue: 9
Authors:  Tahmassebi, Amirhessam;  Gandomi, Amir H.;  Fong, Simon;  Meyer-Baese, Anke;  Foo, Simon Y.
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
A Survey of Data Mining and Deep Learning in Bioinformatics Journal article
JOURNAL OF MEDICAL SYSTEMS, 2018,Volume: 42,Issue: 8
Authors:  Lan, Kun;  Wang, Dan-tong;  Fong, Simon;  Liu, Lian-sheng;  Wong, Kelvin K. L.;  Dey, Nilanjan
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Bioinformatics  Biomedicine  Data mining  Machine learning  Deep learning  
Predicting oral disintegrating tablet formulations by neural network techniques Journal article
ASIAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2018,Volume: 13,Issue: 4,Page: 336-342
Authors:  Han, Run;  Yang, Yilong;  Li, Xiaoshan;  Ouyang, Defang
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Oral disintegrating tablets  Formulation prediction  Artificial neural network  Deep neural network  Deep-learning  
Open set face recognition with deep transfer learning and extreme value statistics Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 4
Authors:  Xie, Hao;  Du, Yunyan;  Yu, Huapeng;  Chang, Yongxin;  Xu, Zhiyong;  Tang, Yuanyan
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Deep learning  open set face recognition  transfer learning  invariance  discrimination  
Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network with Coupled Softmax Journal article
IEEE Transactions on Image Processing, 2018,Volume: 27,Issue: 6,Page: 3049-3063
Authors:  Han Z.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Bu S.;  Han J.;  Chen C.L.P.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System Journal article
REMOTE SENSING, 2018,Volume: 10,Issue: 5
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 1,Page: 10-24
Authors:  Chen, C. L. Philip;  Liu, Zhulin
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Big data  big data modeling  broad learning system (BLS)  deep learning  incremental learning  random vector functional-link neural networks (RVFLNN)  single layer feedforward neural networks (SLFN)  singular value decomposition (SVD)  
Learning Combinatorial Global and Local Features on 3D Point Clouds Conference paper
2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), Guangzhou, China, 8-12 Oct. 2018
Authors:  Luqing Luo;  Lulu Tang;  Zhi-Xin Yang
Favorite  |  View/Download:6/0  |  Submit date:2019/04/02