Bao-Gang Hu

Qiang Ji

Pattern Recognit., 2017

Centroid-aware local discriminative metric learning in speaker verification.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Parameter Identifiability in Statistical Machine Learning: A Review.

[BibT_eX]

[DOI]

Neural Comput., 2017

Robust Localized Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2017

Style-oriented representative paintings selection.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH Asia 2017 Posters, Bangkok, Thailand, November 27 - 30, 2017, 2017

Learning with Average Top-k Loss.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Self-Paced Learning: An Implicit Regularization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Reply to "Reply to 'Determining structural identifiability of parameter learning machines'".

[BibT_eX]

[DOI]

Neurocomputing, 2016

An Optimization Approach of Deriving Bounds between Entropy and Error from Joint Distribution: Case Study for Binary Classifications.

[BibT_eX]

[DOI]

Entropy, 2016

Robust bounded logistic regression in the class imbalance problem.

[BibT_eX]

[DOI]

Guibiao Xu

José C. Príncipe

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Locally imposing function for Generalized Constraint Neural Networks - A study on equality constraints.

[BibT_eX]

[DOI]

Linlin Cao

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves.

[BibT_eX]

[DOI]

Chun-Guo Li

IEEE Trans. Knowl. Data Eng., 2015

Multi-label learning with missing labels for image annotation and facial action unit recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

An identifying function approach for determining parameter structure of statistical learning machines.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Information Theory and its Relation to Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2015

Evaluating the Quality of Face Alignment without Ground Truth.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2015

Generalized constraint neural network regression model subject to equality function constraints.

[BibT_eX]

[DOI]

Linlin Cao

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Improving Image Restoration with Soft-Rounding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

UniHIST: A unified framework for image restoration with marginal histogram constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Global and local consistent multi-view subspace clustering.

[BibT_eX]

[DOI]

Yanbo Fan

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014

Robust Recognition via Information Theoretic Learning

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-07416-0, 2014

What Are the Differences Between Bayesian Classifiers and Mutual-Information Classifiers?

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

A New Strategy of Cost-Free Learning in the Class Imbalance Problem.

[BibT_eX]

[DOI]

Xiaowan Zhang

IEEE Trans. Knowl. Data Eng., 2014

Globality and locality incorporation in distance metric learning.

[BibT_eX]

[DOI]

Wei Wang

Zengfu Wang

Neurocomputing, 2014

Determining parameter identifiability from the optimization theory framework: A Kullback-Leibler divergence approach.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Determining structural identifiability of parameter learning machines.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A study on cost behaviors of binary classification measures in class-imbalanced problems.

[BibT_eX]

[DOI]

Weiming Dong

CoRR, 2014

Data-driven face cartoon stylization.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH Asia 2014 Technical Briefs, 2014

An asymmetric stagewise least square loss function for imbalanced classification.

[BibT_eX]

[DOI]

Guibiao Xu

José C. Príncipe

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An identifying function approach for determining structural identifiability of parameter learning machines.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Multi-label Learning with Missing Labels.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Non-blind image restoration with symmetric generalized Pareto priors.

[BibT_eX]

[DOI]

Siwei Lyu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Two-Phase Attribute Ordering for Unsupervised Ranking of Multi-attribute Objects.

[BibT_eX]

[DOI]

Chun-Guo Li

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013

Two-Stage Nonnegative Sparse Representation for Large-Scale Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

A New Approach of Deriving Bounds between Entropy and Error from Joint Distribution: Case Study for Binary Classifications

[BibT_eX]

[DOI]

CoRR, 2013

Robust principal curves based on maximum correntropy criterion.

[BibT_eX]

[DOI]

Chun-Guo Li

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Cost-Free Learning for Support Vector Machines with a Reject Option.

[BibT_eX]

[DOI]

Guibiao Xu

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Efficient and Scalable Information Geometry Metric Learning.

[BibT_eX]

[DOI]

Wei Wang

Zengfu Wang

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Constrained Clustering and Its Application to Face Clustering in Videos.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Agglomerative Mean-Shift Clustering.

[BibT_eX]

[DOI]

Xiao-Tong Yuan

IEEE Trans. Knowl. Data Eng., 2012

Discriminative Feature Selection by Nonparametric Bayes Error Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

An optimal control methodology for plant growth - Case study of a water supply problem of sunflower.

[BibT_eX]

[DOI]

Lin Wu

François-Xavier Le Dimet

Math. Comput. Simul., 2012

Real-Time Simulation of Aeolian Sand Movement and Sand Ripple Evolution: A Method Based on the Physics of Blown Sand.

[BibT_eX]

[DOI]

Ning Wang

J. Comput. Sci. Technol., 2012

Analytical Bounds between Entropy and Error Probability in Binary Classifications

[BibT_eX]

[DOI]

CoRR, 2012

Discriminating classes collapsing for Globality and Locality Preserving Projections.

[BibT_eX]

[DOI]

Wei Wang

Zengfu Wang

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Learning in the Class Imbalance Problem When Costs are Unknown for Errors and Rejects.

[BibT_eX]

[DOI]

Xiaowan Zhang

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

Generalized Constraint Neural Network Regression Model Subject to Linear Priors.

[BibT_eX]

[DOI]

Ya-Jun Qu

IEEE Trans. Neural Networks, 2011

Robust Principal Component Analysis Based on Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Maximum Correntropy Criterion for Robust Face Recognition.

[BibT_eX]

[DOI]

Wei-Shi Zheng

IEEE Trans. Pattern Anal. Mach. Intell., 2011

A Regularized Correntropy Framework for Robust Pattern Recognition.

[BibT_eX]

[DOI]

Neural Comput., 2011

Information-Theoretic Measures for Objective Evaluation of Classifications

[BibT_eX]

[DOI]

CoRR, 2011

Density and neighbor Adaptive Information Theoretic Clustering.

[BibT_eX]

[DOI]

Baoyuan Wu

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Nonnegative sparse coding for discriminative semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

IdiotPencil: An Interactive System for Generating Pencil Drawings from 3D Polygonal Models.

[BibT_eX]

[DOI]

Ning Wang

Proceedings of the 12th International Conference on Computer-Aided Design and Computer Graphics, 2011

2010

Minimum Conditional Entropy Clustering: A Discriminative Framework for Clustering.

[BibT_eX]

[DOI]

Bo Dai

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

Principal component analysis based on non-parametric maximum entropy.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Neural-network based regression model with prior from ranking information.

[BibT_eX]

[DOI]

Yajun Qu

Bo Dai

Proceedings of the International Joint Conference on Neural Networks, 2010

Bayesian Maximum Margin Clustering.

[BibT_eX]

[DOI]

Bo Dai

Gang Niu

Proceedings of the ICDM 2010, 2010

Two-Stage Sparse Representation for Robust Recognition on Large-Scale Database.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Two-Phase Construction of Multilayer Perceptrons Using Information Theory.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

A generalized-constraint neural network model: Associating partially known relationships for nonlinear regressions.

[BibT_eX]

[DOI]

Inf. Sci., 2009

Variational learning for Generalized Associative Functional Networks in modeling dynamic process of plant growth.

[BibT_eX]

[DOI]

Han-Bing Qu

Ecol. Informatics, 2009

Agglomerative Mean-Shift Clustering via Query Set Compression.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Variational Graph Embedding for Globally and Locally Consistent Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora.

[BibT_eX]

[DOI]

Hongyuan Zha

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Robust feature extraction via information theoretic learning.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

RBF networks for nonlinear models subject to linear constraints.

[BibT_eX]

[DOI]

Ya-Jun Qu

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Derivations of Normalized Mutual Information in Binary Classifications.

[BibT_eX]

[DOI]

Yong Wang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Robust Discriminant Analysis Based on Nonparametric Maximum Entropy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning, 2009

2008

Analytical study of a stochastic plant growth model: Application to the GreenLab model.

[BibT_eX]

[DOI]

Math. Comput. Simul., 2008

Structural identifiability of generalized constraint neural network models for nonlinear regression.

[BibT_eX]

[DOI]

Paul-Henry Cournède

Neurocomputing, 2008

An adaptive fuzzy c-means clustering-based mixtures of experts model for unlabeled data classification.

[BibT_eX]

[DOI]

Neurocomputing, 2008

A Stagewise Least Square Loss Function for Classification.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Fighting WebSpam: Detecting Spam on the Graph Via Content and Link Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Sparse Kernel-Based Feature Weighting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Feature Selection by Nonparametric Bayes Error Minimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

A novel support vector machine with its features weighted by mutual information.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Reconstruction of Tree Crown Shape from Scanned Data.

[BibT_eX]

[DOI]

Proceedings of the Technologies for E-Learning and Digital Entertainment, 2008

Real-Time Marker Level Set on GPU.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Cyberworlds 2008, 2008

Objective Evaluation of 3D Reconstructed Plants and Trees from 2D Images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Cyberworlds 2008, 2008

Efficient Feature Selection in the Presence of Outliers and Noises.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2008

2007

A Fast Ambient Occlusion Method for Real-Time Plant Rendering.

[BibT_eX]

[DOI]

Jun Teng

Marc Jaeger

J. Comput. Sci. Technol., 2007

Pairwise Constraints-Guided Non-negative Matrix Factorization for Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Fast Hydraulic Erosion Simulation and Visualization on GPU.

[BibT_eX]

[DOI]

Philippe Decaudin

Proceedings of the 15th Pacific Conference on Computer Graphics and Applications, 2007

Variational Bayes Inference for Generalized Associative Functional Networks.

[BibT_eX]

[DOI]

Han-Bing Qu

Proceedings of the International Joint Conference on Neural Networks, 2007

An Implementation of Web Based Query by Humming System.

[BibT_eX]

[DOI]

Lujia Chen

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Phase Field Model Incorporating Generic and Specific Prior Knowledge Applied to Road Network Extraction from VHR Satellite Images.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2007, 2007

2006

Structural Factorization of Plants to Compute Their Functional and Architectural Growth.

[BibT_eX]

[DOI]

Simul., 2006

Reformulated Parametric Learning Based on Ordinary Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence, 2006

An Effective Stratified Sampling Scheme for Environment Maps with Median Cut Method.

[BibT_eX]

[DOI]

Marc Jaeger

Proceedings of the Third International Conference on Computer Graphics, 2006

2005

Un problème d'optimisation des apports en eau pour la croissance des plantes dans le modèle GreenLab.

[BibT_eX]

[DOI]

Lin Wu

Philippe de Reffye

François-Xavier Le Dimet

Paul-Henry Cournède

ARIMA J., 2005

Sparse Kernel Fisher Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Associating Neural Networks with Partially Known Relationships for Nonlinear Regressions.

[BibT_eX]

[DOI]

Han-Bing Qu

Yong Wang

Proceedings of the Advances in Intelligent Computing, 2005

Modelling and Sampling Ramified Objects with Substructure-Based Method.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2005

2004

Geometric Interpretation of Nonlinear Approximation Capability for Feedforward Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

2003

Fast Construction of Plant Architectural Models Based on Substructure Decomposition.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2003

Face Annotation for Family Photo Album Management.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2003

Fast Algorithm for Stochastic Tree Computation.

[BibT_eX]

[DOI]

Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003

2002

Fast Algorithms of Plant Computation Based on Substructure Instances.

[BibT_eX]

[DOI]

Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002

2001

Two-level tuning of fuzzy PID controllers.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2001

A systematic study of fuzzy PID controllers-function-based evaluation approach.

[BibT_eX]

[DOI]

Raymond G. Gosine

IEEE Trans. Fuzzy Syst., 2001

Genetic-based robust optimal design for one-input fuzzy PID controllers.

[BibT_eX]

[DOI]

Yue-Dong Cao

Dong-Jie Gao

Proceedings of the IEEE International Conference on Systems, 2001

2000

Cell detection and tracking for micromanipulation vision system of cell-operation robot.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2000

1999

Analysis of direct action fuzzy PID controller structures.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 1999

New methodology for analytical and optimal design of fuzzy PID controllers.

[BibT_eX]

[DOI]

Raymond G. Gosine

IEEE Trans. Fuzzy Syst., 1999

1998

Application of a fuzzy classification technique in computer grading of fish products.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1998

Control Curve Design for Nonlinear (or Fuzzy) Proportional Actions Using Spline-based Functions.

[BibT_eX]

[DOI]

Autom., 1998

Derivation and analysis of three-input inference for fuzzy PID controllers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Nonlinearity variation analysis of one-input fuzzy PID controllers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997

A new eigenstructure method for sinusoidal signal retrieval in white noise: estimation and pattern recognition.

[BibT_eX]

[DOI]