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Unsupervised Learning of 3-D Local Features From Raw Voxels Based on a Novel Permutation Voxelization Strategy Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 2,Page: 481-494
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Chen C.L.P.
Favorite | View/Download:16/0 | TC[WOS]:0 TC[Scopus]:12 | Submit date:2019/02/11
3-D local features  3-D voxelization  deep learning  stacked sparse autoencoder (SSAE)  unsupervised feature learning  
SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 2,Page: 658-672
Authors:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
Favorite | View/Download:38/0 | TC[WOS]:19 TC[Scopus]:42 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
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:14/0 | TC[WOS]:10 TC[Scopus]:19 | Submit date:2019/02/11
Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
DAlim: Machine learning based intelligent lucky money determination for large-scale E-commerce businesses Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hangzhou, Zhejiang, China, Nov 12-15, 2018
Authors:  Fu M.;  Wong C.M.;  Zhu H.;  Huang Y.;  Li Y.;  Zheng X.;  Wu J.;  Yang J.;  Vong C.M.
Favorite | View/Download:13/0 | TC[WOS]:0 TC[Scopus]:4 | Submit date:2019/02/14
Data Mining  E-commerce  Lucky Money  Machine Learning  Price Optimization  Price Prediction  
Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features with Structure Preservation on 3-D Meshes Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2017,Volume: 28,Issue: 10,Page: 2268-2281
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Chen C.L.P.
Favorite | View/Download:13/0 | TC[WOS]:23 TC[Scopus]:24 | Submit date:2019/02/11
3-d Mesh  Laplace-beltrami Operator  Mesh Convolutional Deep Belief Networks (Mcdbns)  Mesh Convolutional Restricted Boltzmann Machines (Mcrbms)  
Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine Journal article
IEEE Transactions on Image Processing, 2016,Volume: 25,Issue: 11,Page: 5331-5344
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Li X.
Favorite | View/Download:3/0 | TC[WOS]:16 TC[Scopus]:25 | Submit date:2019/02/14
3d Shapes  Circle Convolutional Restricted Boltzmann Machine  Deep Learning  Fourier Transform Modulus  Geometry Processing  Projection Distance Distribution  
Online wavelet least-squares support vector machine fuzzy predictive control for engine lambda regulation Journal article
International Journal of Engine Research, 2016,Volume: 17,Issue: 8,Page: 866-885
Authors:  Wong P.K.;  Wong H.C.;  Vong C.M.;  Wong K.I.
Favorite | View/Download:16/0 | TC[WOS]:3 TC[Scopus]:3 | Submit date:2019/02/13
Engine Lambda  Fuzzy Optimizer  Model Predictive Control  Online Least-squares Support Vector Machine  Wavelet Transformation  
An Analytical Study on Reasoning of Extreme Learning Machine for Classification from Its Inductive Bias Journal article
Cognitive Computation, 2016,Volume: 8,Issue: 4,Page: 746-756
Authors:  Wong P.K.;  Gao X.H.;  Wong K.I.;  Vong C.M.
Favorite | View/Download:13/0 | TC[WOS]:6 TC[Scopus]:6 | Submit date:2019/02/13
Extreme Learning Machine  Inductive Bias  Multiclass  Reasoning  
Adaptive control of rapidly time-varying discrete-time system using initial-training-free online extreme learning machine Journal article
Neurocomputing, 2016,Volume: 194,Page: 117-125
Authors:  Gao X.H.;  Wong K.I.;  Wong P.K.;  Vong C.M.
Favorite | View/Download:15/0 | TC[WOS]:9 TC[Scopus]:12 | Submit date:2019/02/13
Adaptive Control  Machine Learning  System Identification  Time-varying Discrete Systems  
Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis Journal article
Neurocomputing, 2016,Volume: 174,Page: 331-343
Authors:  Wong P.K.;  Zhong J.;  Yang Z.;  Vong C.M.
Favorite | View/Download:12/0 | TC[WOS]:28 TC[Scopus]:40 | Submit date:2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine