Haibo He

IEEE Comput. Intell. Mag., 2012

A New Web Home for the IEEE CIS [Society Briefs].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2012

A Hierarchical Neural Network Architecture for Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Neural and fuzzy dynamic programming for under-actuated systems.

[BibT_eX]

[DOI]

Dongbin Zhao

Yuanheng Zhu

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

Feature selection based on sparse imputation.

[BibT_eX]

[DOI]

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

Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming.

[BibT_eX]

[DOI]

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

Load distribution vector based attack strategies against power grid systems.

[BibT_eX]

[DOI]

Yihai Zhu

Yan Sun

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

Incremental Learning From Stream Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Adaptive Learning and Control for MIMO System Based on Adaptive Dynamic Programming.

[BibT_eX]

[DOI]

Jian Fu

Xinmin Zhou

IEEE Trans. Neural Networks, 2011

Advances in Knowledge Discovery and Data Analysis for Artificial Intelligence.

[BibT_eX]

[DOI]

Ping Li

Hongwei Wang

J. Exp. Theor. Artif. Intell., 2011

LIFT: A new framework of learning from testing data for face recognition.

[BibT_eX]

[DOI]

He (Helen) Huang

Neurocomputing, 2011

Towards incremental learning of nonstationary imbalanced data stream: a multiple selectively recursive approach.

[BibT_eX]

[DOI]

Evol. Syst., 2011

Special Issue on Computational Intelligence in Smart Grid [Guest Editorial].

[BibT_eX]

[DOI]

Andrew Kusiak

IEEE Comput. Intell. Mag., 2011

An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

An online actor-critic learning approach with Levenberg-Marquardt algorithm.

[BibT_eX]

[DOI]

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

Hybrid learning based on Multiple Self-Organizing Maps and Genetic Algorithm.

[BibT_eX]

[DOI]

Qiao Cai

Hong Man

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

Risk-Aware Attacks and Catastrophic Cascading Failures in U.S. Power Grid.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Kernel density estimation with stream data based on self-organizing map.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

Adaptive dynamic programming with balanced weights seeking strategy.

[BibT_eX]

[DOI]

Jian Fu

Zhen Ni

Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010

RAMOBoost: ranked minority oversampling in boosting.

[BibT_eX]

[DOI]

Edwardo A. Garcia

IEEE Trans. Neural Networks, 2010

Compact Extreme Learning Machines for biological systems.

[BibT_eX]

[DOI]

Int. J. Comput. Biol. Drug Des., 2010

Special Issue Editorial: Advances in Computational Intelligence and Applications.

[BibT_eX]

[DOI]

Zhigang Zeng

Cogn. Comput., 2010

Redundancy Estimation and Adaptive Density Control in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Ad Hoc Sens. Wirel. Networks, 2010

IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2010

DCPE co-training: Co-training based on diversity of class probability estimation.

[BibT_eX]

[DOI]

Jin Xu

Hong Man

Proceedings of the International Joint Conference on Neural Networks, 2010

Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels.

[BibT_eX]

[DOI]

Xiaochen Li

Yu-Dong Yao

Proceedings of the International Joint Conference on Neural Networks, 2010

Toward a Smart Grid: Integration of computational intelligence into Power Grid.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Two-time-scale online actor-critic paradigm driven by POMDP.

[BibT_eX]

[DOI]

Bo Liu

Daniel W. Repperger

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010

A hierarchical learning architecture with multiple-goal representations based on adaptive dynamic programming.

[BibT_eX]

[DOI]

Bo Liu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010

2009

Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Learning from Imbalanced Data.

[BibT_eX]

[DOI]

Edwardo A. Garcia

IEEE Trans. Knowl. Data Eng., 2009

A General-Purpose FPGA-Based Reconfigurable Platform for Video and Image Processing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2009

SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

DensityRank: A novel feature ranking method based on kernel estimation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

A novel portfolio optimization method for foreign currency investment.

[BibT_eX]

[DOI]

Rajarathnam Chandramouli

Proceedings of the International Joint Conference on Neural Networks, 2009

SOMSO: A self-organizing map approach for spatial outlier detection with multiple attributes.

[BibT_eX]

[DOI]

Qiao Cai

Hong Man

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

IMORL: Incremental Multiple-Object Recognition and Localization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Editorial to Special Issue: Neural networks for pattern recognition and data mining.

[BibT_eX]

[DOI]

Zeng-Guang Hou

Marios M. Polycarpou

Soft Comput., 2008

Fuzzy Modeling and Fuzzy Control [Book Review].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2008

Special issue on life system modeling and bio-inspired computing for LSMS 2007.

[BibT_eX]

[DOI]

Sunan Huang

Kang Li

Appl. Math. Comput., 2008

A Boost Voting Strategy for Knowledge Integration and Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2008

ADASYN: Adaptive synthetic sampling approach for imbalanced learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Learning from testing data: A new view of incremental semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Anticipation-Based Temporal Sequences Learning in Hierarchical Structure.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

A Novel Low-Power Logic Circuit Design Scheme.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2007

Self-organizing learning array and its application to economic and financial problems.

[BibT_eX]

[DOI]

Inf. Sci., 2007

A Multiscale Probability Model for Intrusion Detection Systems.

[BibT_eX]

Proceedings of the 2007 International Conference on Machine Learning; Models, 2007

A Hierarchical Self-organizing Associative Memory for Machine Learning.

[BibT_eX]

[DOI]

Yue Li

Proceedings of the Advances in Neural Networks, 2007

Online Dynamic Value System for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2007

Adaptive Iterative Learning for Classification based on Feature Selection and Combination Voting.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Bootstrap Methods for Foreign Currency Exchange Rates Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

A Ranked Subspace Learning Method for Gene Expression Data Classification.

[BibT_eX]

Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

A Note on Orthogonality of The Finite Element Multiwavelets.

[BibT_eX]

Gilbert G. Walter

Proceedings of the 2007 International Conference on Scientific Computing, 2007

2005

Optimized Interconnections in Probabilistic Self-Organizing Learning.

[BibT_eX]

Mingwei Ding