Kaizhu Huang

Zibin Zheng

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Guided Policy Search for Sequential Multitask Learning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Stochastic Conjugate Gradient Algorithm With Variance Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Context-Aware Human Activity and Smartphone Position-Mining with Motion Sensors.

[BibT_eX]

[DOI]

Remote. Sens., 2019

IAN: The Individual Aggregation Network for Person Search.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Cross-modality interactive attention network for multispectral pedestrian detection.

[BibT_eX]

[DOI]

Inf. Fusion, 2019

Special issue on advances in graph algorithm and applications.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A Novel Deep Density Model for Unsupervised Learning.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

Discriminant Zero-Shot Learning with Center Loss.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

Improving Script Identification by Integrating Text Recognition Information.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

Joint Multi-Label Attention Networks for Social Text Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Mining human activity and smartphone position from motion sensors.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

MPSSD: Multi-Path Fusion Single Shot Detector.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Enhanced LSTM with Batch Normalization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

SimpleGAN Stabilizing Generative Adversarial Networks with Simple Distributions.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Generalized Adversarial Training in Riemannian Space.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

VSB-DVM: An End-to-End Bayesian Nonparametric Generalization of Deep Variational Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Primitives Generation Policy Learning without Catastrophic Forgetting for Robotic Manipulation.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Deep Minimax Probability Machine.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Random Features and Random Neurons for Brain-Inspired Big Data Analytics.

[BibT_eX]

[DOI]

Mandar Gogate

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

An Interactive and Generative Approach for Chinese Shanshui Painting Document.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Beyond Attributes: High-Order Attribute Features for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Improving Disentanglement-Based Image-to-Image Translation with Feature Joint Block Fusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification.

[BibT_eX]

[DOI]

Guanyu Yang

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Fine-Grained Image Classification with Object-Part Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Action Recognition in Videos with Temporal Segments Fusions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Improving Image Caption Performance with Linguistic Context.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Long Short-Term Attention.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

2018

Zero-Shot Learning via Attribute Regression and Class Prototype Rectification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Learning Latent Features With Infinite Nonnegative Binary Matrix Trifactorization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2018

Banzhaf random forests: Cooperative game theory based random forests with consistency.

[BibT_eX]

[DOI]

Neural Networks, 2018

Approximately optimizing NDCG using pair-wise loss.

[BibT_eX]

[DOI]

Inf. Sci., 2018

A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Siamese network ensemble for visual tracking.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH): A Novel Feature Extraction Technique.

[BibT_eX]

[DOI]

Summrina Kanwal Wajid

Expert Syst. Appl., 2018

Beyond Attributes: Adversarial Erasing Embedding Network for Zero-shot Learning.

[BibT_eX]

[DOI]

Xiao-Bo Jin

Jianyu Miao

CoRR, 2018

Manifold Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

Learning from Few Samples with Memory Network.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

Accelerating Infinite Ensemble of Clustering by Pivot Features.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

Special Issue Editorial: Cognitively-Inspired Computing for Knowledge Discovery.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

Improving Deep Neural Network Performance with Kernelized Min-Max Objective.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Style Neutralization Generative Adversarial Classifier.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

Field Support Vector Machines.

[BibT_eX]

[DOI]

Haochuan Jiang

Xu-Yao Zhang

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Novel Field-Support Vector Regression-Based Soft Sensor for Accurate Estimation of Solar Irradiance.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model.

[BibT_eX]

[DOI]

Neural Process. Lett., 2017

Customer churn prediction in the telecommunication sector using a rough set approach.

[BibT_eX]

[DOI]

Neurocomputing, 2017

A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi Fingerprinting.

[BibT_eX]

[DOI]

Kyeong Soo Kim

Sanghyuk Lee

CoRR, 2017

Improve Deep Learning with Unsupervised Objective.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Deep Mixtures of Factor Analyzers with Common Loadings: A Novel Deep Generative Approach to Clustering.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Field Support Vector Regression.

[BibT_eX]

[DOI]

Haochuan Jiang

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Integrated Discovery of Location Prediction Rules in Mobile Environment.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016

A fast projected fixed-point algorithm for large graph matching.

[BibT_eX]

[DOI]

Yao Lu

Pattern Recognit., 2016

Ranking Entity Based on Both of Word Frequency and Word Sematic Features.

[BibT_eX]

[DOI]

CoRR, 2016

Multicores and GPU utilization in parallel swarm algorithm for parameter estimation of photovoltaic cell model.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

Statistical Entity Ranking with Domain Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Learning from Few Samples with Memory Network.

[BibT_eX]

[DOI]

Shufei Zhang

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

An Investigation of Machine Learning and Neural Computation Paradigms in the Design of Clinical Decision Support Systems (CDSSs).

[BibT_eX]

[DOI]

Summrina Kanwal Wajid

Bin Luo

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Lung cancer detection using Local Energy-based Shape Histogram (LESH) feature extraction and cognitive machine learning techniques.

[BibT_eX]

[DOI]

Summrina Kanwal Wajid

Wadii Boulila

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015

Hybrid Metaheuristic Algorithms: Past, Present, and Future.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Swarm Intelligence and Evolutionary Computation, 2015

MTC: A Fast and Robust Graph-Based Transductive Learning Method.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Learning Imbalanced Classifiers Locally and Globally with One-Side Probability Machine.

[BibT_eX]

[DOI]

Neural Process. Lett., 2015

Maximum margin semi-supervised learning with irrelevant data.

[BibT_eX]

[DOI]

Neural Networks, 2015

DE<sup>2</sup>: Dynamic ensemble of ensembles for learning nonstationary data.

[BibT_eX]

[DOI]

Hong-Wei Hao

Neurocomputing, 2015

WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Two-layer Mixture of Factor Analyzers with Joint Factor Loading.

[BibT_eX]

[DOI]

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

Is DeCAF Good Enough for Accurate Image Classification?

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

A Unified Gradient Regularization Family for Adversarial Examples.

[BibT_eX]

[DOI]

Chunchuan Lyu

Hai-Ning Liang

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Learning Locality Preserving Graph from Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Combination of Classification and Clustering Results with Label Propagation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Robust Text Detection in Natural Scene Images.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Convex ensemble learning with sparsity and diversity.

[BibT_eX]

[DOI]

Inf. Fusion, 2014

A novel classifier ensemble method with sparsity and diversity.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Graphical lasso quadratic discriminant function and its application to character recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A Novel Hybrid Approach for Combining Deep and Traditional Neural Networks.

[BibT_eX]

[DOI]

Shufei Zhang

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Text Categorization with Diversity Random Forests.

[BibT_eX]

[DOI]

Chun Yang

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Unsupervised Dimensionality Reduction for Gaussian Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013

A multi-task framework for metric learning with common subspace.

[BibT_eX]

[DOI]

Peipei Yang

Neural Comput. Appl., 2013

Geometry preserving multi-task metric learning.

[BibT_eX]

[DOI]

Peipei Yang

Mach. Learn., 2013

Robust Text Detection in Natural Scene Images

[BibT_eX]

[DOI]

Xuwang Yin

CoRR, 2013

Accurate and robust text detection: a step-in for text retrieval in natural scene images.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Fast kNN Graph Construction with Locality Sensitive Hashing.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

One-Side Probability Machine: Learning Imbalanced Classifiers Locally and Globally.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Dynamic Ensemble of Ensembles in Nonstationary Environments.

[BibT_eX]

[DOI]

Hong-Wei Hao

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Feature Transformation with Class Conditional Decorrelation.

[BibT_eX]

[DOI]

Xu-Yao Zhang

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

Efficient clinical decision making by learning from missing clinical data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2013

2012

Maxi-Min discriminant analysis via online learning.

[BibT_eX]

[DOI]

Bo Xu

Neural Networks, 2012

Joint learning of error-correcting output codes and dichotomizers from data.

[BibT_eX]

[DOI]

Guoqiang Zhong

Neural Comput. Appl., 2012

Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Manifold Regularized Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Multiple Outlooks Learning with Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

m-SNE: Multiview Stochastic Neighbor Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

FMI image based rock structure classification using classifier combination.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2011

Exchange rate prediction with non-numerical information.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2011

Generalized sparse metric learning with relative comparisons.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Pattern Field Classification with Style Normalized Transformation.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Proceedings of the IJCAI 2011, 2011

Multi-Task Low-Rank Metric Learning Based on Common Subspace.

[BibT_eX]

[DOI]

Peipei Yang

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Graphical Lasso Quadratic Discriminant Function for Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Low Rank Metric Learning with Manifold Regularization.

[BibT_eX]

[DOI]

Guoqiang Zhong

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Fast and Robust Graph-based Transductive Learning via Minimum Tree Cut.

[BibT_eX]

[DOI]

Yan-Ming Zhang

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Sparse learning for support vector classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Robust Metric Learning by Smooth Optimization.

[BibT_eX]

[DOI]

Proceedings of the UAI 2010, 2010

Dimensionality Reduction by Minimal Distance Maximization.

[BibT_eX]

[DOI]

Bo Xu

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Learning ECOC and Dichotomizers Jointly from Data.

[BibT_eX]

[DOI]

Guoqiang Zhong

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Ellipse Detection with an Improved Randomized Hough Transform for Intellectual Phacoemulsification Surgery Systems.

[BibT_eX]

Proceedings of the International Conference on Image Processing, 2010

Similar Handwritten Chinese Characters Recognition by Critical Region Selection Based on Average Symmetric Uncertainty.

[BibT_eX]

[DOI]

Bo Xu

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009

A novel kernel-based maximum a posteriori classification method.

[BibT_eX]

[DOI]

Neural Networks, 2009

Arbitrary Norm Support Vector Machines.

[BibT_eX]

[DOI]

Neural Comput., 2009

Localized support vector regression for time series prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Enhanced protein fold recognition through a novel data integration approach.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Sparse Metric Learning via Smooth Optimization.

[BibT_eX]

[DOI]

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

Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

A Rock Structure Recognition System Using FMI Images.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Exchange Rate Forecasting Using Classifier Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

GSML: A Unified Framework for Sparse Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

2008

Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Semi-supervised Learning from General Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Direct Zero-Norm Optimization for Feature Selection.

[BibT_eX]

[DOI]

Irwin King

Michael R. Lyu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Semi-supervised text categorization by active search.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

A Scenario-View Based Approach to Analyze External Behavior of Web Services for Supporting Mediated Service Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Kernel Maximum a Posteriori Classification with Error Bound Analysis.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Degraded Character Recognition by Complementary Classifiers Combination.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

An SVM-Based High-accurate Recognition Approach for Handwritten Numerals by Using Difference Features.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

Imbalanced learning with a biased minimax probability machine.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Maximizing sensitivity in medical diagnosis using biased minimax probability Machine.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2006

Local Support Vector Regression for Financial Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

A Hybrid Handwritten Chinese Address Recognition Approach.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2004

Learning from data locally and globally.

[BibT_eX]

[DOI]

PhD thesis, 2004

The Minimum Error Minimax Probability Machine.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2004

Biased Minimax Probability Machine for Medical Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2004

Outliers Treatment in Support Vector Regression for Financial Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Learning large margin classifiers locally and globally.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier.

[BibT_eX]

[DOI]