Optimized Interconnections in Probabilistic Self-Organizing Learning. - Janusz A. Starzyk; Mingwei Ding; Haibo He (Artificial Intelligence and Applications, 2005)

A Note on Orthogonality of The Finite Element Multiwavelets. - Xiaoping Shen; Haibo He; Gilbert G. Walter (CSC, 2007)

A Ranked Subspace Learning Method for Gene Expression Data Classification. - Haibo He; Xiaoping Shen (IC-AI, 2007)

Bootstrap Methods for Foreign Currency Exchange Rates Prediction. - Haibo He; Xiaoping Shen (IJCNN, 2007)

Adaptive Iterative Learning for Classification based on Feature Selection and Combination Voting. - Haibo He; Xiaoping Shen (IJCNN, 2007)

Online Dynamic Value System for Machine Learning. - Haibo He; Janusz A. Starzyk (ISNN (1), 2007)

A Hierarchical Self-organizing Associative Memory for Machine Learning. - Janusz A. Starzyk; Haibo He; Yue Li (ISNN (1), 2007)

A Multiscale Probability Model for Intrusion Detection Systems. - Xiaoping Shen; Haibo He (MLMTA, 2007)

Self-organizing learning array and its application to economic and financial problems. - Zhineng Zhu; Haibo He; Janusz A. Starzyk; C. Tseng (Inf. Sci., 2007)

A Novel Low-Power Logic Circuit Design Scheme. - Janusz A. Starzyk; Haibo He (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Anticipation-Based Temporal Sequences Learning in Hierarchical Structure. - Janusz A. Starzyk; Haibo He (IEEE Trans. Neural Networks, 2007)

Learning from testing data: A new view of incremental semi-supervised learning. - Yuan Cao; Haibo He (IJCNN, 2008)

ADASYN: Adaptive synthetic sampling approach for imbalanced learning. - Haibo He; Yang Bai; Edwardo A. Garcia; Shutao Li (IJCNN, 2008)

A Boost Voting Strategy for Knowledge Integration and Decision Making. - Haibo He; Yuan Cao; Jinyu Wen; Shijie Cheng (ISNN (1), 2008)

Special issue on life system modeling and bio-inspired computing for LSMS 2007. - Sunan Huang 001; Haibo He; Kang Li (Appl. Math. Comput., 2008)

Fuzzy Modeling and Fuzzy Control [Book Review]. - Haibo He (IEEE Comput. Intell. Mag., 2008)

Editorial to Special Issue: Neural networks for pattern recognition and data mining. - Zeng-Guang Hou; Marios M. Polycarpou; Haibo He (Soft Comput., 2008)

IMORL: Incremental Multiple-Object Recognition and Localization. - Haibo He; Sheng Chen 005 (IEEE Trans. Neural Networks, 2008)

SOMSO: A self-organizing map approach for spatial outlier detection with multiple attributes. - Qiao Cai; Haibo He; Hong Man (IJCNN, 2009)

A novel portfolio optimization method for foreign currency investment. - Yuan Cao; Haibo He; Rajarathnam Chandramouli (IJCNN, 2009)

DensityRank: A novel feature ranking method based on kernel estimation. - Yuan Cao; Haibo He; Xiaoping Shen (IJCNN, 2009)

SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining. - Sheng Chen 005; Haibo He (IJCNN, 2009)

A General-Purpose FPGA-Based Reconfigurable Platform for Video and Image Processing. - Jie Li 004; Haibo He; Hong Man; Sachi Desai (ISNN (3), 2009)

Learning from Imbalanced Data. - Haibo He; Edwardo A. Garcia (IEEE Trans. Knowl. Data Eng., 2009)

Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization. - Janusz A. Starzyk; Haibo He (IEEE Trans. Neural Networks, 2009)

A hierarchical learning architecture with multiple-goal representations based on adaptive dynamic programming. - Haibo He; Bo Liu 006 (ICNSC, 2010)

Two-time-scale online actor-critic paradigm driven by POMDP. - Bo Liu 006; Haibo He; Daniel W. Repperger (ICNSC, 2010)

An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning. - Qiao Cai; Sheng Chen 005; Xiaochen Li; Nansai Hu; Haibo He; Yu-Dong Yao; Joseph Mitola III (IJCNN, 2010)

MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining. - Sheng Chen 005; Haibo He; Kang Li; Sachi Desai (IJCNN, 2010)

Toward a Smart Grid: Integration of computational intelligence into Power Grid. - Haibo He (IJCNN, 2010)

Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels. - Xiaochen Li; Haibo He; Yu-Dong Yao (IJCNN, 2010)

DCPE co-training: Co-training based on diversity of class probability estimation. - Jin Xu; Haibo He; Hong Man (IJCNN, 2010)

IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection. - Qiao Cai; Haibo He; Hong Man; Jianlong Qiu (ISNN (1), 2010)

Redundancy Estimation and Adaptive Density Control in Wireless Sensor Networks. - Renita Machado; Haibo He; Guiling Wang 001; Sirin Tekinay (Ad Hoc Sens. Wirel. Networks, 2010)

Special Issue Editorial: Advances in Computational Intelligence and Applications. - Zhigang Zeng; Haibo He (Cogn. Comput., 2010)

Compact Extreme Learning Machines for biological systems. - Kang Li 002; Jing Deng 003; Haibo He; Dajun Du (Int. J. Comput. Biol. Drug Des., 2010)

RAMOBoost: ranked minority oversampling in boosting. - Sheng Chen 005; Haibo He; Edwardo A. Garcia (IEEE Trans. Neural Networks, 2010)

Adaptive dynamic programming with balanced weights seeking strategy. - Jian Fu; Haibo He; Zhen Ni (ADPRL, 2011)

Kernel density estimation with stream data based on self-organizing map. - Haibo He; Yuan Cao (EAIS, 2011)

Risk-Aware Attacks and Catastrophic Cascading Failures in U.S. Power Grid. - Wenkai Wang; Qiao Cai; Yan Sun 001; Haibo He (GLOBECOM, 2011)

Hybrid learning based on Multiple Self-Organizing Maps and Genetic Algorithm. - Qiao Cai; Haibo He; Hong Man (IJCNN, 2011)

An online actor-critic learning approach with Levenberg-Marquardt algorithm. - Zhen Ni; Haibo He; Danil V. Prokhorov; Jian Fu (IJCNN, 2011)

An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control. - Jian Fu; Haibo He; Qing Liu; Zhen Ni (ISNN (3), 2011)

Special Issue on Computational Intelligence in Smart Grid [Guest Editorial]. - Haibo He; Andrew Kusiak (IEEE Comput. Intell. Mag., 2011)

Towards incremental learning of nonstationary imbalanced data stream: a multiple selectively recursive approach. - Sheng Chen 005; Haibo He (Evol. Syst., 2011)

LIFT: A new framework of learning from testing data for face recognition. - Yuan Cao; Haibo He; He (Helen) Huang (Neurocomputing, 2011)

Advances in Knowledge Discovery and Data Analysis for Artificial Intelligence. - Haibo He; Ping Li 026; Hongwei Wang (J. Exp. Theor. Artif. Intell., 2011)

Adaptive Learning and Control for MIMO System Based on Adaptive Dynamic Programming. - Jian Fu; Haibo He; Xinmin Zhou (IEEE Trans. Neural Networks, 2011)

Incremental Learning From Stream Data. - Haibo He; Sheng Chen 005; Kang Li; Xin Xu 001 (IEEE Trans. Neural Networks, 2011)

Load distribution vector based attack strategies against power grid systems. - Yihai Zhu; Yan Sun 001; Haibo He (GLOBECOM, 2012)

Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming. - Zhen Ni; Haibo He; Dongbin Zhao; Danil V. Prokhorov (IJCNN, 2012)

Feature selection based on sparse imputation. - Jin Xu; Yafeng Yin 003; Hong Man; Haibo He (IJCNN, 2012)

Neural and fuzzy dynamic programming for under-actuated systems. - Dongbin Zhao; Yuanheng Zhu; Haibo He (IJCNN, 2012)

A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning. - Jian Fu; Haibo He; Huiying Li; Qing Liu (ISNN (1), 2012)

A Hierarchical Neural Network Architecture for Classification. - Jing Wang; Haibo He; Yuan Cao; Jin Xu; Dongbin Zhao (ISNN (1), 2012)

A New Web Home for the IEEE CIS [Society Briefs]. - Haibo He (IEEE Comput. Intell. Mag., 2012)

A Fully Decentralized Multi-Agent System for Intelligent Restoration of Power Distribution Network Incorporating Distributed Generations [Application Notes]. - Hengxuan Li; Haishun Sun; Jinyu Wen; Shijie Cheng; Haibo He (IEEE Comput. Intell. Mag., 2012)

A three-network architecture for on-line learning and optimization based on adaptive dynamic programming. - Haibo He; Zhen Ni; Jian Fu (Neurocomputing, 2012)

DCPE co-training for classification. - Jin Xu; Haibo He; Hong Man (Neurocomputing, 2012)

Intelligent computing and applications (LSMS and ICSEE 2010). - Kang Li 002; Haibo He; Qun Niu (Neural Comput. Appl., 2012)

A Folded Neural Network Autoencoder for Dimensionality Reduction. - Jing Wang; Haibo He; Danil V. Prokhorov (INNS-WC, 2012)

SOMKE: Kernel Density Estimation Over Data Streams by Sequences of Self-Organizing Maps. - Yuan Cao; Haibo He; Hong Man (IEEE Trans. Neural Networks Learn. Syst., 2012)

SSC: A Classifier Combination Method Based on Signal Strength. - Haibo He; Yuan Cao (IEEE Trans. Neural Networks Learn. Syst., 2012)

Real-time tracking on adaptive critic design with uniformly ultimately bounded condition. - Zhen Ni; Xiao Fang; Haibo He; Dongbin Zhao; Xin Xu 001 (ADPRL, 2013)

Comparative study between HDP and PSS on DFIG damping control. - Yufei Tang; Haibo He; Jinyu Wen (CIASG, 2013)

Improving the performance of a neural-machine interface for prosthetic legs using adaptive pattern classifiers. - Lin Du; Fan Zhang 015; Haibo He; He Huang 002 (EMBC, 2013)

Robust controller design of continuous-time nonlinear system using neural network. - Xiangnan Zhong; Haibo He; Danil V. Prokhorov (IJCNN, 2013)

Adaptive control for an HVDC transmission link with FACTS and a wind farm. - Yufei Tang; Haibo He; Jinyu Wen (ISGT, 2013)

Revealing temporal features of attacks against smart grid. - Jun Yan 007; Yihai Zhu; Haibo He; Yan Sun 001 (ISGT, 2013)

L 1 Graph Based on Sparse Coding for Feature Selection. - Jin Xu; Guang Yang 012; Hong Man; Haibo He (ISNN (1), 2013)

Special Issue Editorial: Computational Intelligence and Applications. - Zhigang Zeng; Haibo He (Cogn. Comput., 2013)

Spatial outlier detection based on iterative self-organizing learning model. - Qiao Cai; Haibo He; Hong Man (Neurocomputing, 2013)

Ensemble learning for wind profile prediction with missing values. - Haibo He; Yuan Cao; Yi Cao; Jinyu Wen (Neural Comput. Appl., 2013)

Heuristic dynamic programming with internal goal representation. - Zhen Ni; Haibo He (Soft Comput., 2013)

Multi-Contingency Cascading Analysis of Smart Grid Based on Self-Organizing Map. - Jun Yan 007; Yihai Zhu; Haibo He; Yan Sun 001 (IEEE Trans. Inf. Forensics Secur., 2013)

Adaptive Learning in Tracking Control Based on the Dual Critic Network Design. - Zhen Ni; Haibo He; Jinyu Wen (IEEE Trans. Neural Networks Learn. Syst., 2013)

Goal Representation Heuristic Dynamic Programming on Maze Navigation. - Zhen Ni; Haibo He; Jinyu Wen; Xin Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2013)

Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines. - Xin Xu 001; Zhongsheng Hou; Chuanqiang Lian; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2013)

A New Discrete-Continuous Algorithm for Radial Basis Function Networks Construction. - Long Zhang 006; Kang Li 002; Haibo He; George W. Irwin (IEEE Trans. Neural Networks Learn. Syst., 2013)

Optimized Control of DFIG-Based Wind Generation Using Sensitivity Analysis and Particle Swarm Optimization. - Yufei Tang; Ping Ju; Haibo He; Chuan Qin 005; Feng Wu (IEEE Trans. Smart Grid, 2013)

Guest Editorial Special Section on Computational Intelligence Applications in Smart Grid. - Ganesh Kumar Venayagamoorthy; Jung-Wook Park; Komla A. Folly; Haibo He (IEEE Trans. Smart Grid, 2013)

Data-driven partially observable dynamic processes using adaptive dynamic programming. - Xiangnan Zhong; Zhen Ni; Yufei Tang; Haibo He (ADPRL, 2014)

Multi-machine power system control based on dual heuristic dynamic programming. - Zhen Ni; Yufei Tang; Haibo He; Jinyu Wen (CIASG, 2014)

Impact of signal transmission delays on power system damping control using heuristic dynamic programming. - Yufei Tang; Xiangnan Zhong; Zhen Ni; Jun Yan 007; Haibo He (CIASG, 2014)

Experimental studies on indoor sign recognition and classification. - Zhen Ni; Siyao Fu; Bo Tang 011; Haibo He; Xinming Huang 001 (CIDM, 2014)

Advancing motivated learning with goal creation. - James T. Graham; Janusz A. Starzyk; Zhen Ni; Haibo He (CIHLI, 2014)

A GPU-based real-time traffic sign detection and recognition system. - Zhilu Chen; Xinming Huang 001; Zhen Ni; Haibo He (CIVTS, 2014)

Learning and modeling big data. - Barbara Hammer; Haibo He; Thomas Martinetz (ESANN, 2014)

Coordinated attacks against substations and transmission lines in power grids. - Yihai Zhu; Jun Yan 007; Yufei Tang; Yan Lindsay Sun; Haibo He (GLOBECOM, 2014)

The sequential attack against power grid networks. - Yihai Zhu; Jun Yan 007; Yufei Tang; Yan Sun 001; Haibo He (ICC, 2014)

Online learning control based on projected gradient temporal difference and advanced heuristic dynamic programming. - Jian Fu; Sujuan Wei; Haibo He; Shengyong Wang (IJCNN, 2014)

Hybrid classification with partial models. - Bo Tang 011; Quan Ding; Haibo He; Steven Kay (IJCNN, 2014)

Frequency control using on-line learning method for island smart grid with EVs and PVs. - Yufei Tang; Jun Yang 019; Jun Yan 007; Zhili Zeng; Haibo He (IJCNN, 2014)

Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system. - Xiangnan Zhong; Zhen Ni; Haibo He; Xin Xu 001; Dongbin Zhao (IJCNN, 2014)

A fast deep learning system using GPU. - Zhilu Chen; Jing Wang; Haibo He; Xinming Huang 001 (ISCAS, 2014)

Intelligence for Embedded Systems: A Methodological Approach [Book Review]. - Haibo He (IEEE Comput. Intell. Mag., 2014)

Sparse-Representation-Based Classification with Structure-Preserving Dimension Reduction. - Jin Xu; Guang Yang 012; Yafeng Yin 003; Hong Man; Haibo He (Cogn. Comput., 2014)

Active Dictionary Learning in Sparse Representation Based Classification. - Jin Xu; Haibo He; Hong Man (CoRR, 2014)

Imbalanced evolving self-organizing learning. - Qiao Cai; Haibo He; Hong Man (Neurocomputing, 2014)

Reactive power control of grid-connected wind farm based on adaptive dynamic programming. - Yufei Tang; Haibo He; Zhen Ni; Jinyu Wen; Xianchao Sui (Neurocomputing, 2014)

Active Power Oscillation Property Classification of Electric Power Systems Based on SVM. - Ju Liu; Wei Yao 005; Jinyu Wen; Haibo He; Xueyang Zheng (J. Appl. Math., 2014)

Learning Race from Face: A Survey. - Siyao Fu; Haibo He; Zeng-Guang Hou (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Kernel-Based Approximate Dynamic Programming for Real-Time Online Learning Control: An Experimental Study. - Xin Xu 001; Chuanqiang Lian; Lei Zuo 002; Haibo He (IEEE Trans. Control. Syst. Technol., 2014)

Integrated Security Analysis on Cascading Failure in Complex Networks. - Jun Yan 007; Haibo He; Yan Sun 001 (IEEE Trans. Inf. Forensics Secur., 2014)

Resilience Analysis of Power Grids Under the Sequential Attack. - Yihai Zhu; Jun Yan 007; Yufei Tang; Yan Lindsay Sun; Haibo He (IEEE Trans. Inf. Forensics Secur., 2014)

Optimal Control for Unknown Discrete-Time Nonlinear Markov Jump Systems Using Adaptive Dynamic Programming. - Xiangnan Zhong; Haibo He; Huaguang Zhang; Zhanshan Wang (IEEE Trans. Neural Networks Learn. Syst., 2014)

Revealing Cascading Failure Vulnerability in Power Grids Using Risk-Graph. - Yihai Zhu; Jun Yan 007; Yan Sun 001; Haibo He (IEEE Trans. Parallel Distributed Syst., 2014)

A Hierarchical Distributed Fog Computing Architecture for Big Data Analysis in Smart Cities. - Bo Tang 011; Zhen Chen 002; Gerald Hefferman; Tao Wei 001; Haibo He; Qing Yang 001 (ASE BD&SI, 2015)

KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning. - Bo Tang 011; Haibo He (CEC, 2015)

Smart Grid Vulnerability under Cascade-Based Sequential Line-Switching Attacks. - Jun Yan 007; Yufei Tang; Yihai Zhu; Haibo He; Yan Sun 001 (GLOBECOM, 2015)

Reflex-Tree: A Biologically Inspired Parallel Architecture for Future Smart Cities. - Jason Kane; Bo Tang 011; Zhen Chen 002; Jun Yan 007; Tao Wei 001; Haibo He; Qing Yang 001 (ICPP, 2015)

Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems. - Lu Dong 002; Xiangnan Zhong; Changyin Sun 001; Haibo He (IJCNN, 2015)

A comparative study between motivated learning and reinforcement learning. - James T. Graham; Janusz A. Starzyk; Zhen Ni; Haibo He; Teck-Hou Teng; Ah-Hwee Tan (IJCNN, 2015)

A boundedness theoretical analysis for GrADP design: A case study on maze navigation. - Zhen Ni; Xiangnan Zhong; Haibo He (IJCNN, 2015)

Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data. - Xiangnan Zhong; Zhen Ni; Haibo He (IJCNN, 2015)

Diversity of cascading failure processes in electrical grids. - Yihai Zhu; Jun Yan 007; Yufei Tang; Yan Lindsay Sun; Haibo He (ISGT, 2015)

Comparisons of ADABOOST, KNN, SVM and Logistic Regression in Classification of Imbalanced Dataset. - Hezlin Aryani Abd Rahman; Bee Wah Yap; Haibo He; Awang M. Bulgiba (SCDS, 2015)

Conference Report for 2014 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) [Conference Reports]. - Haibo He; Cesare Alippi (IEEE Comput. Intell. Mag., 2015)

ENN: Extended Nearest Neighbor Method for Pattern Recognition [Research Frontier]. - Bo Tang 011; Haibo He (IEEE Comput. Intell. Mag., 2015)

An Improved SVM-Based Cognitive Diagnosis Algorithm for Operation States of Distribution Grid. - Jun Yang 019; Lingyun Gong; Yufei Tang; Jun Yan 007; Haibo He; Leiqi Zhang; Gang Li (Cogn. Comput., 2015)

Convergence Proof of Approximate Policy Iteration for Undiscounted Optimal Control of Discrete-Time Systems. - Yuanheng Zhu; Dongbin Zhao; Haibo He; Junhong Ji (Cogn. Comput., 2015)

Data-driven heuristic dynamic programming with virtual reality. - Xiao Fang; Dezhong Zheng; Haibo He; Zhen Ni (Neurocomputing, 2015)

Computational Energy Management in Smart Grids. - Stefano Squartini; Derong Liu 001; Francesco Piazza; Dongbin Zhao; Haibo He (Neurocomputing, 2015)

Intelligent load frequency controller using GrADP for island smart grid with electric vehicles and renewable resources. - Yufei Tang; Jun Yang 019; Jun Yan 007; Haibo He (Neurocomputing, 2015)

Exponential synchronization for a class of complex spatio-temporal networks with space-varying coefficients. - Chengdong Yang; Jianlong Qiu; Haibo He (Neurocomputing, 2015)

A neural network based online learning and control approach for Markov jump systems. - Xiangnan Zhong; Haibo He; Huaguang Zhang; Zhanshan Wang (Neurocomputing, 2015)

Joint Substation-Transmission Line Vulnerability Assessment Against the Smart Grid. - Yihai Zhu; Jun Yan 007; Yufei Tang; Yan Lindsay Sun; Haibo He (IEEE Trans. Inf. Forensics Secur., 2015)

Model-Free Dual Heuristic Dynamic Programming. - Zhen Ni; Haibo He; Xiangnan Zhong; Danil V. Prokhorov (IEEE Trans. Neural Networks Learn. Syst., 2015)

GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming. - Zhen Ni; Haibo He; Dongbin Zhao; Xin Xu 001; Danil V. Prokhorov (IEEE Trans. Neural Networks Learn. Syst., 2015)

A Parametric Classification Rule Based on the Exponentially Embedded Family. - Bo Tang 011; Haibo He; Quan Ding; Steven Kay (IEEE Trans. Neural Networks Learn. Syst., 2015)

Power System Stability Control for a Wind Farm Based on Adaptive Dynamic Programming. - Yufei Tang; Haibo He; Jinyu Wen; Ju Liu (IEEE Trans. Smart Grid, 2015)

Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamics. - Chao Li 024; Ding Wang 001; Derong Liu 001; Haibo He (ACC, 2016)

Adaptive-critic-based event-driven nonlinear robust state feedback. - Ding Wang 001; Chaoxu Mu; Haibo He; Derong Liu 001 (CDC, 2016)

Detection of false data injection attacks in smart grid under colored Gaussian noise. - Bo Tang 011; Jun Yan 007; Steven Kay; Haibo He (CNS, 2016)

Dual heuristic dynamic programming based event-triggered control for nonlinear continuous-time systems. - Lu Dong 002; Changyin Sun 001; Haibo He (IJCNN, 2016)

Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning. - Shiva Poudel; Zhen Ni; Xiangnan Zhong; Haibo He (IJCNN, 2016)

Probabilistic human mobility model in indoor environment. - Bo Tang 011; Chao Jiang 001; Haibo He; Yi Guo 004 (IJCNN, 2016)

Detection of false data attacks in smart grid with supervised learning. - Jun Yan 007; Bo Tang 011; Haibo He (IJCNN, 2016)

Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system. - Xiangnan Zhong; Zhen Ni; Haibo He (IJCNN, 2016)

Robot-assisted pedestrian regulation in an exit corridor. - Chao Jiang 001; Zhen Ni; Yi Guo 004; Haibo He (IROS, 2016)

Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports]. - Yoonsuck Choe; Asim Roy; Haibo He; De-Shuang Huang (IEEE Comput. Intell. Mag., 2016)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Chin-Teng Lin; Kay Chen Tan; Graham Kendall; Angelo Cangelosi (IEEE Comput. Intell. Mag., 2016)

CIS Publication Spotlight Publication Spotlight. - Haibo He; Chin-Teng Lin; Kay Chen Tan; Graham Kendall; Yaochu Jin (IEEE Comput. Intell. Mag., 2016)

A Local Density-Based Approach for Local Outlier Detection. - Bo Tang 011; Haibo He (CoRR, 2016)

FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization. - Bo Tang 011; Haibo He (CoRR, 2016)

Adaptive Signal Detection and Parameter Estimation in Unknown Colored Gaussian Noise. - Bo Tang 011; Haibo He; Steven Kay (CoRR, 2016)

Cyber-physical attacks and defences in the smart grid: a survey. - Haibo He; Jun Yan 007 (IET Cyper-Phys. Syst.: Theory & Appl., 2016)

Hybrid synchronization behavior in an array of coupled chaotic systems with ring connection. - Xiangyong Chen; Jianlong Qiu; Jinde Cao; Haibo He (Neurocomputing, 2016)

An Imbalanced Learning based MDR-TB Early Warning System. - Sheng Li 011; Bo Tang 011; Haibo He (J. Medical Syst., 2016)

EEF: Exponentially Embedded Families With Class-Specific Features for Classification. - Bo Tang 011; Steven Kay; Haibo He; Paul M. Baggenstoss (IEEE Signal Process. Lett., 2016)

Near-Optimal Tracking Control of Mobile Robots Via Receding-Horizon Dual Heuristic Programming. - Chuanqiang Lian; Xin Xu 001; Hong Chen 003; Haibo He (IEEE Trans. Cybern., 2016)

Fuzzy-Based Goal Representation Adaptive Dynamic Programming. - Yufei Tang; Haibo He; Zhen Ni; Xiangnan Zhong; Dongbin Zhao; Xin Xu 001 (IEEE Trans. Fuzzy Syst., 2016)

Human Mobility Modeling for Robot-Assisted Evacuation in Complex Indoor Environments. - Bo Tang 011; Chao Jiang 001; Haibo He; Yi Guo 004 (IEEE Trans. Hum. Mach. Syst., 2016)

Multi-Objective Bacterial Foraging Optimization Algorithm Based on Parallel Cell Entropy for Aluminum Electrolysis Production Process. - Jun Yi; Di Huang 004; Si-Yao Fu; Haibo He; Taifu Li (IEEE Trans. Ind. Electron., 2016)

Optimized Relative Transformation Matrix Using Bacterial Foraging Algorithm for Process Fault Detection. - Jun Yi; Di Huang 004; Siyao Fu; Haibo He; Taifu Li (IEEE Trans. Ind. Electron., 2016)

A Bayesian Classification Approach Using Class-Specific Features for Text Categorization. - Bo Tang 011; Haibo He; Paul M. Baggenstoss; Steven Kay (IEEE Trans. Knowl. Data Eng., 2016)

Toward Optimal Feature Selection in Naive Bayes for Text Categorization. - Bo Tang 011; Steven Kay; Haibo He (IEEE Trans. Knowl. Data Eng., 2016)

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond. - Haibo He; Nitesh V. Chawla; Huanhuan Chen; Yoonsuck Choe; Andries P. Engelbrecht; Jaya deva; Lyle N. Long; Ali A. Minai; Feiping Nie 001; Umut Ozertem; Barak A. Pearlmutter; Ling Shao 001; et al. (IEEE Trans. Neural Networks Learn. Syst., 2016)

Adaptive Modulation for DFIG and STATCOM With High-Voltage Direct Current Transmission. - Yufei Tang; Haibo He; Zhen Ni; Jinyu Wen; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2016)

A Theoretical Foundation of Goal Representation Heuristic Dynamic Programming. - Xiangnan Zhong; Zhen Ni; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2016)

Probability Density Function Estimation Using the EEF With Application to Subset/Feature Selection. - Steven Kay; Quan Ding; Bo Tang 011; Haibo He (IEEE Trans. Signal Process., 2016)

Weakly supervised object localization with deep convolutional neural network based on spatial pyramid saliency map. - Zhiqiang Wan; Haibo He (ICIP, 2017)

Pinning Synchronization in Heterogeneous Networks of Harmonic Oscillators. - Zhengxin Wang; Jingbo Fan; He Jiang 004; Haibo He (ICONIP (3), 2017)

Sampled-data-based tracking for heterogeneous nonlinear second-order multiagent systems. - Zhengxin Wang; Jingbo Fan; Cong Zheng; Haibo He (IECON, 2017)

Online energy flow control for residential microgrids with URGs: An event-driven approach. - Xiaodong Yang; Hangfei Wu; Youbing Zhang; Haibo He (IECON, 2017)

State space reconstruction from noisy nonlinear time series: An autoencoder-based approach. - He Jiang 004; Haibo He (IJCNN, 2017)

Near-space aerospace vehicles attitude control based on adaptive dynamic programming and sliding mode control. - Yufei Tang; Chaoxu Mu; Haibo He (IJCNN, 2017)

ADL: Active dictionary learning for sparse representation. - Bo Tang 011; Jin Xu; Haibo He; Hong Man (IJCNN, 2017)

A learning based approach for social force model parameter estimation. - Zhiqiang Wan; Xuemin Hu; Haibo He; Yi Guo 004 (IJCNN, 2017)

Kernel-based generative learning in distortion feature space. - Bo Tang 011; Paul M. Baggenstoss; Haibo He (SSCI, 2017)

Variational autoencoder based synthetic data generation for imbalanced learning. - Zhiqiang Wan; Yazhou Zhang; Haibo He (SSCI, 2017)

Data-driven robust regulation of nonlinear systems with mismatched disturbances. - Xiong Yang 001; Haibo He (SSCI, 2017)

Novel iterative neural dynamic programming for data-based approximate optimal control design. - Chaoxu Mu; Ding Wang 001; Haibo He (Autom., 2017)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Jon Garibaldi; Kay Chen Tan; Graham Kendall; Yaochu Jin (IEEE Comput. Intell. Mag., 2017)

Guest editorial for special issue on control and optimization in renewable energy systems. - Dianwei Qian; Chengdong Li; Qinmin Yang; Xiangyang Zhao; Yaobin Chen; Haibo He (IEEE CAA J. Autom. Sinica, 2017)

A chance constrained optimal reserve scheduling approach for economic dispatch considering wind penetration. - Yufei Tang; Chao Luo; Jun Yang 019; Haibo He (IEEE CAA J. Autom. Sinica, 2017)

A local density-based approach for outlier detection. - Bo Tang 011; Haibo He (Neurocomputing, 2017)

GIR-based ensemble sampling approaches for imbalanced learning. - Bo Tang 011; Haibo He (Pattern Recognit., 2017)

Data-Driven Tracking Control With Adaptive Dynamic Programming for a Class of Continuous-Time Nonlinear Systems. - Chaoxu Mu; Zhen Ni; Changyin Sun 001; Haibo He (IEEE Trans. Cybern., 2017)

Improving the Critic Learning for Event-Based Nonlinear H∞ Control Design. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Cybern., 2017)

Adaptive Critic Nonlinear Robust Control: A Survey. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Cybern., 2017)

An Event-Triggered ADP Control Approach for Continuous-Time System With Unknown Internal States. - Xiangnan Zhong; Haibo He (IEEE Trans. Cybern., 2017)

Gr-GDHP: A New Architecture for Globalized Dual Heuristic Dynamic Programming. - Xiangnan Zhong; Zhen Ni; Haibo He (IEEE Trans. Cybern., 2017)

Improved Sliding Mode Design for Load Frequency Control of Power System Integrated an Adaptive Learning Strategy. - Chaoxu Mu; Yufei Tang; Haibo He (IEEE Trans. Ind. Electron., 2017)

Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System. - Ding Wang 001; Haibo He; Chaoxu Mu; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application. - Ding Wang 001; Haibo He; Xiangnan Zhong; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

A Novel Framework for Fault Diagnosis Using Kernel Partial Least Squares Based on an Optimal Preference Matrix. - Jun Yi; Di Huang 004; Haibo He; Wei Zhou 017; Qi Han; Taifu Li (IEEE Trans. Ind. Electron., 2017)

Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming. - Yuanheng Zhu; Dongbin Zhao; Haibo He; Junhong Ji (IEEE Trans. Ind. Electron., 2017)

Q-Learning-Based Vulnerability Analysis of Smart Grid Against Sequential Topology Attacks. - Jun Yan 007; Haibo He; Xiangnan Zhong; Yufei Tang (IEEE Trans. Inf. Forensics Secur., 2017)

Incorporating Intelligence in Fog Computing for Big Data Analysis in Smart Cities. - Bo Tang 011; Zhen Chen 002; Gerald Hefferman; Shuyi Pei; Tao Wei 001; Haibo He; Qing Yang 001 (IEEE Trans. Ind. Informatics, 2017)

A Finger Vein Image-Based Personal Identification System With Self-Adaptive Illuminance Control. - Liukui Chen; Jing Wang; Shiyu Yang; Haibo He (IEEE Trans. Instrum. Meas., 2017)

Stacked Multilevel-Denoising Autoencoders: A New Representation Learning Approach for Wind Turbine Gearbox Fault Diagnosis. - Guoqian Jiang; Haibo He; Ping Xie; Yufei Tang (IEEE Trans. Instrum. Meas., 2017)

Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems. - Lu Dong 002; Xiangnan Zhong; Changyin Sun 001; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2017)

Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints. - Lu Dong 002; Xiangnan Zhong; Changyin Sun 001; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2017)

Editorial: A Successful Year and Looking Forward to 2017 and Beyond. - Haibo He; Robert Haas; Jun Fu; Barbara Hammer; Daniel W. C. Ho; Fakhri Karray; Dhireesha Kudithipudi; José Antonio Lozano 001; Teresa Bernarda Ludermir; Jacek Mandziuk; Stefano Melacci; Antonio Paiva; et al. (IEEE Trans. Neural Networks Learn. Syst., 2017)

Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming. - Chaoxu Mu; Zhen Ni; Changyin Sun 001; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2017)

Manifold-Based Reinforcement Learning via Locally Linear Reconstruction. - Xin Xu 001; Zhenhua Huang 004; Lei Zuo 002; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2017)

Semisupervised Feature Selection Based on Relevance and Redundancy Criteria. - Jin Xu; Bo Tang 011; Haibo He; Hong Man (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Novel Energy Function-Based Stability Evaluation and Nonlinear Control Approach for Energy Internet. - Qiuye Sun; Yibin Zhang; Haibo He; Dazhong Ma; Huaguang Zhang (IEEE Trans. Smart Grid, 2017)

Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy. - Ding Wang 001; Chaoxu Mu; Haibo He; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Neural Network Based Distributed Consensus Control for Heterogeneous Multi-agent Systems. - He Jiang 004; Xiao-Kang Liu 001; Haibo He; Chengzhi Yuan; Danil V. Prokhorov (ACC, 2018)

Robust Distributed Adaptive Containment Control of Heterogeneous Linear Uncertain Multi-Agent Systems. - Chengzhi Yuan; Haibo He; Xiaonan Dong; Shahab Ilbeigi (ACC, 2018)

MILE: A minimally interactive learning framework for visual data analysis. - Bo Tang 011; Haibo He (CCWC, 2018)

Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. - He Jiang 004; Haibo He; Lingjia Liu 001; Yang Yi 002 (IJCNN, 2018)

EDOS: Entropy Difference-based Oversampling Approach for Imbalanced Learning. - Lusi Li; Haibo He; Jie Li 024; Weijun Li (IJCNN, 2018)

Residential Energy Management with Deep Reinforcement Learning. - Zhiqiang Wan; Hepeng Li; Haibo He (IJCNN, 2018)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Jon Garibaldi; Kay Chen Tan; Graham Kendall; Yaochu Jin; Yew-Soon Ong (IEEE Comput. Intell. Mag., 2018)

Learning Without External Reward [Research Frontier]. - Haibo He; Xiangnan Zhong (IEEE Comput. Intell. Mag., 2018)

Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties. - Xiong Yang 001; Haibo He; Qinglai Wei; Biao Luo 001 (Inf. Sci., 2018)

Adaptive critic designs for optimal control of uncertain nonlinear systems with unmatched interconnections. - Xiong Yang 001; Haibo He (Neural Networks, 2018)

Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances. - Xiong Yang 001; Haibo He (Neural Networks, 2018)

A Generative Model for Sparse Hyperparameter Determination. - Zhiqiang Wan; Haibo He; Bo Tang 011 (IEEE Trans. Big Data, 2018)

Learning to Navigate Through Complex Dynamic Environment With Modular Deep Reinforcement Learning. - Yuanda Wang; Haibo He; Changyin Sun 001 (IEEE Trans. Games, 2018)

Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach. - Chaoxu Mu; Ding Wang 001; Haibo He (IEEE Trans. Cybern., 2018)

Formation Learning Control of Multiple Autonomous Underwater Vehicles With Heterogeneous Nonlinear Uncertain Dynamics. - Chengzhi Yuan; Stephen Licht; Haibo He (IEEE Trans. Cybern., 2018)

Model-Free Adaptive Control for Unknown Nonlinear Zero-Sum Differential Game. - Xiangnan Zhong; Haibo He; Ding Wang 001; Zhen Ni (IEEE Trans. Cybern., 2018)

Distributed Cooperative Control and Stability Analysis of Multiple DC Electric Springs in a DC Microgrid. - Xia Chen 003; Mengxuan Shi; Haishun Sun; Yan Li; Haibo He (IEEE Trans. Ind. Electron., 2018)

Dynamic Behavior of Terminal Sliding Mode Control. - Chaoxu Mu; Haibo He (IEEE Trans. Ind. Electron., 2018)

Adaptive Dynamic Programming for Robust Regulation and Its Application to Power Systems. - Xiong Yang 001; Haibo He; Xiangnan Zhong (IEEE Trans. Ind. Electron., 2018)

Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane System. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Ind. Informatics, 2018)

Operating Parameters Optimization for the Aluminum Electrolysis Process Using an Improved Quantum-Behaved Particle Swarm Algorithm. - Jun Yi; Junren Bai; Wei Zhou 017; Haibo He; Lizhong Yao (IEEE Trans. Ind. Informatics, 2018)

BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition. - Xin Ning 001; Weijun Li 002; Bo Tang 011; Haibo He (IEEE Trans. Image Process., 2018)

SDE: A Novel Clustering Framework Based on Sparsity-Density Entropy. - Sheng Li 011; Lusi Li; Jun Yan 007; Haibo He (IEEE Trans. Knowl. Data Eng., 2018)

Growth and Success - Looking Forward to 2018 and Beyond. - Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2018)

Optimization of Merging Pedestrian Flows Based on Adaptive Dynamic Programming. - Chao Jiang 001; Yi Guo 004; Zhen Ni; Haibo He (ACC, 2019)

Imbalanced Learning for Cooperative Spectrum Sensing in Cognitive Radio Networks. - Lusi Li; He Jiang 004; Haibo He (GLOBECOM, 2019)

Adversarial Domain Adaptation via Category Transfer. - Lusi Li; Haibo He; Jie Li 024; Guang Yang 005 (IJCNN, 2019)

Synthetic-to-Real Domain Adaptation for Object Instance Segmentation. - Hui Zhang 056; Yonglin Tian; Kunfeng Wang; Haibo He; Fei-Yue Wang 001 (IJCNN, 2019)

Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming. - Yuanheng Zhu; Haibo He; Dongbin Zhao; Zhongsheng Hou (IJCNN, 2019)

Dynamic Power Sharing and Autonomous Voltage Regulation in Islanded DC Microgrids. - Xiaodong Yang; Xiangshan Li; Haibo He; Youbing Zhang; Zhicheng Xu (ISGT, 2019)

An Evolutionary Computation Approach for Smart Grid Cascading Failure Vulnerability Analysis. - He Jiang 004; Zhenhua Wang; Haibo He (SSCI, 2019)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Jon Garibaldi; Kay Chen Tan; Julian Togelius; Yaochu Jin; Yew-Soon Ong (IEEE Comput. Intell. Mag., 2019)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Jon Garibaldi; Kay Chen Tan; Julian Togelius; Yew-Soon Ong (IEEE Comput. Intell. Mag., 2019)

Nucleus Neural Network for Super Robust Learning. - Jia Liu 020; Maoguo Gong; Haibo He (CoRR, 2019)

Event-triggered differentially private average consensus for multi-agent network. - Aijuan Wang; Xiaofeng Liao 001; Haibo He (IEEE CAA J. Autom. Sinica, 2019)

Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach. - Hao-Hsuan Chang; Hao Song 001; Yang Yi 002; Jianzhong Zhang 002; Haibo He; Lingjia Liu 001 (IEEE Internet Things J., 2019)

Deep associative neural network for associative memory based on unsupervised representation learning. - Jia Liu 020; Maoguo Gong; Haibo He (Neural Networks, 2019)

Emotion-Semantic-Enhanced Neural Network. - Guang Yang 005; Haibo He; Qian Chen 014 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

AnswerNet: Learning to Answer Questions. - Zhiqiang Wan; Haibo He (IEEE Trans. Big Data, 2019)

Adaptive Critic Designs for Event-Triggered Robust Control of Nonlinear Systems With Unknown Dynamics. - Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2019)

Functional Nonlinear Model Predictive Control Based on Adaptive Dynamic Programming. - Lu Dong 002; Jun Yan 007; Xin Yuan; Haibo He; Changyin Sun 001 (IEEE Trans. Cybern., 2019)

Data-Driven Distributed Output Consensus Control for Partially Observable Multiagent Systems. - He Jiang 004; Haibo He (IEEE Trans. Cybern., 2019)

ar-MOEA: A Novel Preference-Based Dominance Relation for Evolutionary Multiobjective Optimization. - Jun Yi; Junren Bai; Haibo He; Jun Peng; Dedong Tang (IEEE Trans. Evol. Comput., 2019)

Consensus-Based Distributed Control for Photovoltaic-Battery Units in a DC Microgrid. - Xia Chen 003; Mengxuan Shi; Jianyu Zhou; Wenping Zuo; Yin Chen 006; Jinyu Wen; Haibo He (IEEE Trans. Ind. Electron., 2019)

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox. - Guoqian Jiang; Haibo He; Jun Yan 007; Ping Xie (IEEE Trans. Ind. Electron., 2019)

A Novel Generative Model With Bounded-GAN for Reliability Classification of Gear Safety. - Jie Li 024; Haibo He; Lusi Li; Guorong Chen (IEEE Trans. Ind. Electron., 2019)

An Event-Driven ADR Approach for Residential Energy Resources in Microgrids With Uncertainties. - Xiaodong Yang; Youbing Zhang; Hangfei Wu; Haibo He (IEEE Trans. Ind. Electron., 2019)

A Novel Framework for Gear Safety Factor Prediction. - Jie Li 024; Song Liu 006; Haibo He; Lusi Li (IEEE Trans. Ind. Informatics, 2019)

A Hierarchical Deep Domain Adaptation Approach for Fault Diagnosis of Power Plant Thermal System. - Xiaoxia Wang; Haibo He; Lusi Li (IEEE Trans. Ind. Informatics, 2019)

Event-Triggered Globalized Dual Heuristic Programming and Its Application to Networked Control Systems. - Jun Yi; Shi Chen; Xiangnan Zhong; Wei Zhou 017; Haibo He (IEEE Trans. Ind. Informatics, 2019)

Cooperative Deterministic Learning-Based Formation Control for a Group of Nonlinear Uncertain Mechanical Systems. - Chengzhi Yuan; Haibo He; Cong Wang 007 (IEEE Trans. Ind. Informatics, 2019)

Neuro-Optimal Tracking Control for Continuous Stirred Tank Reactor With Input Constraints. - Wei Zhou 017; Huachao Liu; Haibo He; Jun Yi; Taifu Li (IEEE Trans. Ind. Informatics, 2019)

A Novel UKF-RBF Method Based on Adaptive Noise Factor for Fault Diagnosis in Pumping Unit. - Wei Zhou 017; Xiaoliang Li; Jun Yi; Haibo He (IEEE Trans. Ind. Informatics, 2019)

CGAN-MBL for Reliability Assessment With Imbalanced Transmission Gear Data. - Jie Li 024; Haibo He; Lusi Li (IEEE Trans. Instrum. Meas., 2019)

Editorial: Booming of Neural Networks and Learning Systems. - Akira Hirose 001; Alessio Micheli; Artur S. d'Avila Garcez; Choon Ki Ahn; Gang Pan 001; Hamid Reza Karimi; Jianbing Shen; José de Jesús Rubio; Lei Zhang 005; Lingjia Liu 001; Lorenzo Livi; Nian Zhang; et al. (IEEE Trans. Neural Networks Learn. Syst., 2019)

Resilient Wide-Area Damping Control Using GrHDP to Tolerate Communication Failures. - Yu Shen; Wei Yao 005; Jinyu Wen; Haibo He; Lin Jiang 001 (IEEE Trans. Smart Grid, 2019)

Advanced Secondary Voltage Recovery Control for Multiple HESSs in a Droop-Controlled DC Microgrid. - Mengxuan Shi; Xia Chen 003; Jianyu Zhou; Yin Chen 006; Jinyu Wen; Haibo He (IEEE Trans. Smart Grid, 2019)

Stochastic Optimization of Economic Dispatch for Microgrid Based on Approximate Dynamic Programming. - Hang Shuai; Jiakun Fang; Xiaomeng Ai; Yufei Tang; Jinyu Wen; Haibo He (IEEE Trans. Smart Grid, 2019)

Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning. - Zhiqiang Wan; Hepeng Li; Haibo He; Danil V. Prokhorov (IEEE Trans. Smart Grid, 2019)

Interactive Energy Management for Enhancing Power Balances in Multi-Microgrids. - Xiaodong Yang; Haibo He; Youbing Zhang; Yu Chen; Guoqing Weng (IEEE Trans. Smart Grid, 2019)

Real-Time Demand Side Management for a Microgrid Considering Uncertainties. - Xiaodong Yang; Youbing Zhang; Haibo He; Shuaijie Ren; Guoqing Weng (IEEE Trans. Smart Grid, 2019)

Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning. - Peng Zeng 001; Hepeng Li; Haibo He; Shuhui Li 001 (IEEE Trans. Smart Grid, 2019)

Data-Adaptive Robust Optimization Method for the Economic Dispatch of Active Distribution Networks. - Yipu Zhang; Xiaomeng Ai; Jinyu Wen; Jiakun Fang; Haibo He (IEEE Trans. Smart Grid, 2019)

Parameterized Batch Reinforcement Learning for Longitudinal Control of Autonomous Land Vehicles. - Zhenhua Huang 004; Xin Xu 001; Haibo He; Jun Tan; Zhenping Sun (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Learning Human-Robot Interaction for Robot-Assisted Pedestrian Flow Optimization. - Chao Jiang 001; Zhen Ni; Yi Guo 004; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Event-Triggered Optimal Neuro-Controller Design With Reinforcement Learning for Unknown Nonlinear Systems. - Xiong Yang 001; Haibo He; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Deep Learning Based Energy Efficiency Optimization for Distributed Cooperative Spectrum Sensing. - Haibo He; He Jiang 004 (IEEE Wirel. Commun., 2019)

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. - Kian Hamedani; Lingjia Liu 001; Shiya Liu; Haibo He; Yang Yi 002 (AAAI, 2020)

Dynamic Spectrum Access for Femtocell Networks: A Graph Neural Network Based Learning Approach. - He Jiang 004; Haibo He; Lingjia Liu 001 (ICNC, 2020)

Evolutionary Search for Energy-Efficient Distributed Cooperative Spectrum Sensing. - He Jiang 004; Lusi Li; Haibo He; Lingjia Liu 001 (ICNC, 2020)

Nucleus Neural Network: A Data-driven Self-organized Architecture. - Jia Liu 020; Wenhua Zhang; Maoguo Gong; Haibo He (IJCNN, 2020)

One-Shot Unsupervised Domain Adaptation for Object Detection. - Zhiqiang Wan; Lusi Li; Hepeng Li; Haibo He; Zhen Ni (IJCNN, 2020)

One-step Predictive Encoder - Gaussian Segment Model for Time Series Anomaly Detection. - Jiachen Zhao; Yongling Li; Haibo He; Fang Deng (IJCNN, 2020)

Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming. - Xiangnan Zhong; Haibo He (IJCNN, 2020)

A Deep Reinforcement Learning Based Approach for Home Energy Management System. - Hepeng Li; Zhiqiang Wan; Haibo He (ISGT, 2020)

Synchronization of complex-valued dynamic networks with intermittently adaptive coupling: A direct error method. - Cheng Hu 005; Haibo He; Haijun Jiang (Autom., 2020)

Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model. - Hang Shuai; Haibo He; Jinyu Wen (CoRR, 2020)

AlphaZero Based Post-Storm Vehicle Routing for Distribution Grid Restoration. - Hang Shuai; Haibo He (CoRR, 2020)

Multi-Agent Trust Region Policy Optimization. - Hepeng Li; Haibo He (CoRR, 2020)

Topical network embedding. - Min Shi 001; Yufei Tang; Xingquan Zhu 001; Jianxun Liu 001; Haibo He (Data Min. Knowl. Discov., 2020)

Multi-attention deep reinforcement learning and re-ranking for vehicle re-identification. - Yu Liu 074; Jianbing Shen; Haibo He (Neurocomputing, 2020)

APLNet: Attention-enhanced progressive learning network. - Hui Zhang 056; Danqing Kang; Haibo He; Fei-Yue Wang 001 (Neurocomputing, 2020)

A visual long-short-term memory based integrated CNN model for fabric defect image classification. - Yudi Zhao; Kuangrong Hao; Haibo He; Xue-Song Tang; Bing Wei (Neurocomputing, 2020)

Visual interaction networks: A novel bio-inspired computational model for image classification. - Bing Wei; Haibo He; Kuangrong Hao; Lei Gao 002; Xue-Song Tang (Neural Networks, 2020)

Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery. - Hong Huang 002; Zhengying Li; Haibo He; Yule Duan; Song Yang (Pattern Recognit., 2020)

MCENN: A variant of extended nearest neighbor method for pattern recognition. - Bo Tang 011; Haibo He; Song Zhang (Pattern Recognit. Lett., 2020)

Big Data for Cyber-Physical Systems. - Shiyan Hu 001; Xin Li 001; Haibo He; Shuguang Cui; Manish Parashar (IEEE Trans. Big Data, 2020)

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-Spectral Manifold Learning. - Hong Huang 002; Guangyao Shi; Haibo He; Yule Duan; Fulin Luo (IEEE Trans. Cybern., 2020)

Robot-Assisted Pedestrian Regulation Based on Deep Reinforcement Learning. - Zhiqiang Wan; Chao Jiang 001; Muhammad Fahad 003; Zhen Ni; Yi Guo 004; Haibo He (IEEE Trans. Cybern., 2020)

Global Stabilization of Fuzzy Memristor-Based Reaction-Diffusion Neural Networks. - Leimin Wang; Haibo He; Zhigang Zeng; Cheng Hu 005 (IEEE Trans. Cybern., 2020)

A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties. - Jun Yi; Junren Bai; Haibo He; Wei Zhou 017; Lizhong Yao (IEEE Trans. Evol. Comput., 2020)

Pedestrian Flow Optimization to Reduce the Risk of Crowd Disasters Through Human-Robot Interaction. - Chao Jiang 001; Zhen Ni; Yi Guo 004; Haibo He (IEEE Trans. Emerg. Top. Comput. Intell., 2020)

A Distributed Iterative Learning Framework for DC Microgrids: Current Sharing and Voltage Regulation. - Xiao-Kang Liu 001; He Jiang 004; Yan-Wu Wang; Haibo He (IEEE Trans. Emerg. Top. Comput. Intell., 2020)

Global Synchronization of Fuzzy Memristive Neural Networks With Discrete and Distributed Delays. - Leimin Wang; Haibo He; Zhigang Zeng (IEEE Trans. Fuzzy Syst., 2020)

Local Linear Spatial-Spectral Probabilistic Distribution for Hyperspectral Image Classification. - Hong Huang 002; Yule Duan; Haibo He; Guangyao Shi (IEEE Trans. Geosci. Remote. Sens., 2020)

Distributed Cooperative Control of Multiple Hybrid Energy Storage Systems in a DC Microgrid Using Consensus Protocol. - Xia Chen 003; Mengxuan Shi; Jianyu Zhou; Yin Chen 006; Wenping Zuo; Jinyu Wen; Haibo He (IEEE Trans. Ind. Electron., 2020)

Distributed Tracking in Heterogeneous Networks With Asynchronous Sampled-Data Control. - Zhengxin Wang; Haibo He; Guo-Ping Jiang; Jinde Cao (IEEE Trans. Ind. Informatics, 2020)

LMI-Based Synthesis of String-Stable Controller for Cooperative Adaptive Cruise Control. - Yuanheng Zhu; Haibo He; Dongbin Zhao (IEEE Trans. Intell. Transp. Syst., 2020)

Entropy-based Sampling Approaches for Multi-Class Imbalanced Problems. - Lusi Li; Haibo He; Jie Li 024 (IEEE Trans. Knowl. Data Eng., 2020)

Editorial: Another Successful Year and Looking Forward to 2020. - Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2020)

Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning. - Hepeng Li; Zhiqiang Wan; Haibo He (IEEE Trans. Smart Grid, 2020)

Real-Time Residential Demand Response. - Hepeng Li; Zhiqiang Wan; Haibo He (IEEE Trans. Smart Grid, 2020)

Energy-Storage-Based Intelligent Frequency Control of Microgrid With Stochastic Model Uncertainties. - Chaoxu Mu; Yong Zhang 021; Hongjie Jia; Haibo He (IEEE Trans. Smart Grid, 2020)

Distributed Optimal Control of Energy Storages in a DC Microgrid With Communication Delay. - Mengxuan Shi; Xia Chen 003; Jianyu Zhou; Yin Chen 006; Jinyu Wen; Haibo He (IEEE Trans. Smart Grid, 2020)

Cyber-Attack Recovery Strategy for Smart Grid Based on Deep Reinforcement Learning. - Fanrong Wei; Zhiqiang Wan; Haibo He (IEEE Trans. Smart Grid, 2020)

Ultrafast Active Response Strategy against Malfunction Attack on Fault Current Limiter. - Fanrong Wei; Zhiqiang Wan; Haibo He; Xiangning Lin (IEEE Trans. Smart Grid, 2020)

A Novel Scheduling Strategy for Controllable Loads With Power-Efficiency Characteristics. - Fanrong Wei; Zhiqiang Wan; Haibo He; Xiangning Lin; Yuanzheng Li (IEEE Trans. Smart Grid, 2020)

A Novel Secondary Optimal Control for Multiple Battery Energy Storages in a DC Microgrid. - Jianyu Zhou; Mengxuan Shi; Yin Chen 006; Xia Chen 003; Jinyu Wen; Haibo He (IEEE Trans. Smart Grid, 2020)

Asynchronous Quasi-Consensus of Heterogeneous Multiagent Systems With Nonuniform Input Delays. - Zhengxin Wang; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Deterministic Policy Gradient With Integral Compensator for Robust Quadrotor Control. - Yuanda Wang; Jia Sun; Haibo He; Changyin Sun 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Adaptive Dynamic Programming for Decentralized Stabilization of Uncertain Nonlinear Large-Scale Systems With Mismatched Interconnections. - Xiong Yang 001; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Event-Triggered Robust Stabilization of Nonlinear Input-Constrained Systems Using Single Network Adaptive Critic Designs. - Xiong Yang 001; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Adaptive Critic Learning and Experience Replay for Decentralized Event-Triggered Control of Nonlinear Interconnected Systems. - Xiong Yang 001; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Automated Demand Response Framework in ELNs: Decentralized Scheduling and Smart Contract. - Xiaodong Yang; Guofeng Wang; Haibo He; Junjie Lu; Youbing Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2020)

GrHDP Solution for Optimal Consensus Control of Multiagent Discrete-Time Systems. - Xiangnan Zhong; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control. - Yuanheng Zhu; Dongbin Zhao; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Synthesis of Cooperative Adaptive Cruise Control With Feedforward Strategies. - Yuanheng Zhu; Dongbin Zhao; Haibo He (IEEE Trans. Veh. Technol., 2020)

Graph Neural Network Based Interference Estimation for Device-to-Device Wireless Communications. - He Jiang 004; Lusi Li; Zhenhua Wang; Haibo He (IJCNN, 2021)

Graph-based Multi-view Learning for Cooperative Spectrum Sensing. - Lusi Li; He Jiang 004; Haibo He (IJCNN, 2021)

Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning. - Hepeng Li; Zhenhua Wang; Haibo He (IJCNN, 2021)

A Reinforcement Learning-Based Control Approach for Unknown Nonlinear Systems with Persistent Adversarial Inputs. - Xiangnan Zhong; Haibo He (IJCNN, 2021)

Distributed Finite-Time Secondary Control for AC Microgrids With Mobile Power Resource and Communication Time-delays. - Zhenhua Wang; He Jiang 004; Haibo He; Yan Lindsay Sun (ISGT, 2021)

Multi-view Semi-Supervised Learning for Cooperative Spectrum Sensing. - Lusi Li; Laura Slayton; Hepeng Li; Haibo He (SSCI, 2021)

Online Microgrid Energy Management Based on Safe Deep Reinforcement Learning. - Hepeng Li; Zhenhua Wang; Lusi Li; Haibo He (SSCI, 2021)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Carlos A. Coello Coello; Julian Togelius; Yaochu Jin; Yew-Soon Ong; Hussein A. Abbass (IEEE Comput. Intell. Mag., 2021)

CIS Publication Spotlight [Publication Spotlight]. - Haibo He; Jon Garibaldi; Carlos A. Coello Coello; Julian Togelius; Yaochu Jin; Yew-Soon Ong; Hussein A. Abbass (IEEE Comput. Intell. Mag., 2021)

Cooperative Adaptive Containment Control With Parameter Convergence via Cooperative Finite-Time Excitation. - Chengzhi Yuan; Paolo Stegagno; Haibo He; Wei Ren 001 (IEEE Trans. Autom. Control., 2021)

Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors. - Yuanheng Zhu; Dongbin Zhao; Haibo He (IEEE Trans Autom. Sci. Eng., 2021)

Fixed/Preassigned-Time Synchronization of Complex Networks via Improving Fixed-Time Stability. - Cheng Hu 005; Haibo He; Haijun Jiang (IEEE Trans. Cybern., 2021)

Dual Alignment for Partial Domain Adaptation. - Lusi Li; Zhiqiang Wan; Haibo He (IEEE Trans. Cybern., 2021)

Team-Triggered Practical Fixed-Time Consensus of Double-Integrator Agents With Uncertain Disturbance. - Jian Liu 006; Yao Yu 003; Haibo He; Changyin Sun 001 (IEEE Trans. Cybern., 2021)

Multiagent Adversarial Collaborative Learning via Mean-Field Theory. - Guiyang Luo; Hui Zhang 056; Haibo He; Jinglin Li; Fei-Yue Wang 001 (IEEE Trans. Cybern., 2021)

Adaptive Observer-Based Output Regulation of Multiagent Systems With Communication Constraints. - Housheng Su; Jinhe Chen; Xia Chen 003; Haibo He (IEEE Trans. Cybern., 2021)

Model-Independent Formation Tracking of Multiple Euler-Lagrange Systems via Bounded Inputs. - Leimin Wang; Haibo He; Zhigang Zeng; Ming-Feng Ge (IEEE Trans. Cybern., 2021)

Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems. - Qinglai Wei; Hongyang Li 002; Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2021)

Decentralized Event-Triggered Control for a Class of Nonlinear-Interconnected Systems Using Reinforcement Learning. - Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2021)

Event-Driven H∞-Constrained Control Using Adaptive Critic Learning. - Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2021)

Approximate Dynamic Programming for Nonlinear-Constrained Optimizations. - Xiong Yang 001; Haibo He; Xiangnan Zhong (IEEE Trans. Cybern., 2021)

Small Fault Detection of Discrete-Time Nonlinear Uncertain Systems. - Jingting Zhang; Chengzhi Yuan; Paolo Stegagno; Haibo He; Cong Wang 007 (IEEE Trans. Cybern., 2021)

Intermittent Stabilization of Fuzzy Competitive Neural Networks With Reaction Diffusions. - Leimin Wang; Haibo He; Zhigang Zeng (IEEE Trans. Fuzzy Syst., 2021)

Local Domain Adaptation for Cross-Domain Activity Recognition. - Jiachen Zhao; Fang Deng; Haibo He; Jie Chen 003 (IEEE Trans. Hum. Mach. Syst., 2021)

Coordinated Topology Attacks in Smart Grid Using Deep Reinforcement Learning. - Zhenhua Wang; Haibo He; Zhiqiang Wan; Yan Sun 001 (IEEE Trans. Ind. Informatics, 2021)

An End-to-End Framework With Multisource Monitoring Data for Bridge Health Anomaly Identification. - Jie Li 024; Hongli He; Haibo He; Lusi Li; Yi Xiang (IEEE Trans. Instrum. Meas., 2021)

A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes. - Hui Zhang 056; Guiyang Luo; Yonglin Tian; Kunfeng Wang; Haibo He; Fei-Yue Wang 001 (IEEE Trans. Intell. Transp. Syst., 2021)

Editorial: Staying Healthy and Strong Together. - Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2021)

Farewell Editorial A Heartfelt Thank You and Looking Into the New Era of TNNLS. - Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2021)

Frequency Restoration and Oscillation Damping of Distributed VSGs in Microgrid With Low Bandwidth Communication. - Mengxuan Shi; Xia Chen 003; Jianyu Zhou; Yin Chen 006; Jinyu Wen; Haibo He (IEEE Trans. Smart Grid, 2021)

Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model. - Hang Shuai; Haibo He (IEEE Trans. Smart Grid, 2021)

A Cascaded Distributed Control Framework in DC Microgrids. - Jianyu Zhou; Mengxuan Shi; Xia Chen 003; Yin Chen 006; Jinyu Wen; Haibo He (IEEE Trans. Smart Grid, 2021)

Necessary and Sufficient Conditions for Consensus in Fractional-Order Multiagent Systems via Sampled Data Over Directed Graph. - Housheng Su; Yanyan Ye; Xia Chen 003; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Quasi-Synchronization in Heterogeneous Harmonic Oscillators With Continuous and Sampled Coupling. - Zhengxin Wang; Haibo He; Guo-Ping Jiang; Jinde Cao (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Event-Triggered Privacy-Preserving Average Consensus for Multiagent Networks With Time Delay: An Output Mask Approach. - Aijuan Wang; Haibo He; Xiaofeng Liao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Toward Optimal Risk-Averse Configuration for HESS With CGANs-Based PV Scenario Generation. - Xiaodong Yang; Haibo He; Jie Li 024; Youbing Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

A Sparse Dimensionality Reduction Approach Based on False Nearest Neighbors for Nonlinear Fault Detection. - Jun Yi; Ling Wu; Wei Zhou 017; Haibo He; Lizhong Yao (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Fully Distributed Finite-Time Consensus of Directed Multiquadcopter Systems via Pinning Control. - Yingjiang Zhou; Haibo He; Changyin Sun 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Deep Transfer Cooperative Sensing in Cognitive Radio. - Lusi Li; He Jiang 004; Haibo He (IEEE Wirel. Commun. Lett., 2021)

An Analytical Update Rule for General Policy Optimization. - Hepeng Li; Nicholas Clavette; Haibo He (ICML, 2022)

Resilient Predictor-Based Load Frequency Control for Multi-Region Power Systems Under DoS Attacks. - Zhenhua Wang; William Danilczyk; Hepeng Li; Haibo He; Yan Lindsay Sun (ISGT, 2022)

Edge-Based Adaptive Distributed Method for Synchronization of Intermittently Coupled Spatiotemporal Networks. - Cheng Hu 005; Haibo He; Haijun Jiang (IEEE Trans. Autom. Control., 2022)

Learning From Negative Links. - He Jiang 004; Haibo He (IEEE Trans. Cybern., 2022)

Finite-Time Command-Filtered Composite Adaptive Neural Control of Uncertain Nonlinear Systems. - Jinlin Sun; Haibo He; Jianqiang Yi; Zhiqiang Pu (IEEE Trans. Cybern., 2022)

Symmetric All Convolutional Neural-Network-Based Unsupervised Feature Extraction for Hyperspectral Images Classification. - Mingyang Zhang 002; Maoguo Gong; Haibo He; Shengqi Zhu 001 (IEEE Trans. Cybern., 2022)

Discriminant Geometrical and Statistical Alignment With Density Peaks for Domain Adaptation. - Jiachen Zhao; Lusi Li; Fang Deng; Haibo He; Jie Chen 003 (IEEE Trans. Cybern., 2022)

Bipartite Graph Based Multi-View Clustering. - Lusi Li; Haibo He (IEEE Trans. Knowl. Data Eng., 2022)

Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning. - Hepeng Li; Haibo He (IEEE Trans. Smart Grid, 2022)

Bipartite Graph based Multi-view Clustering (Extended Abstract). - Lusi Li; Haibo He (ICDE, 2023)

An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning. - Hepeng Li; Xiangnan Zhong; Haibo He (IJCNN, 2023)

Robust Distributed Finite-time Secondary Frequency Control of Islanded AC Microgrids With Event-Triggered Mechanism. - Zhenhua Wang; Hepeng Li; Haibo He; Yan Sun 001 (ISGT, 2023)

Incomplete Multi-View Clustering With Joint Partition and Graph Learning. - Lusi Li; Zhiqiang Wan; Haibo He (IEEE Trans. Knowl. Data Eng., 2023)

PupaNet: A versatile and efficient silkworm pupae (Bombyx mori) identification tool for sericulture breeding based on near-infrared spectroscopy and deep transfer learning. - Haibo He; Hua Huang; Shiping Zhu; Lunfu Shen; Zhimei Lv; Yongkang Luo; Yichen Wang; Yuhang Lin; Liang Gao; Benhua Xiong; Fangyin Dai; Tianfu Zhao (Comput. Electron. Agric., 2024)

vEpiNet: A multimodal interictal epileptiform discharge detection method based on video and electroencephalogram data. - Nan Lin; Weifang Gao; Lian Li; Junhui Chen; Zi Liang; Gonglin Yuan; Heyang Sun; Qing Li 001; Jianhua Chen; Liri Jin; Yan Huang; Xiangqin Zhou; et al. (Neural Networks, 2024)

Multiagent Trust Region Policy Optimization. - Hepeng Li; Haibo He (IEEE Trans. Neural Networks Learn. Syst., 2024)

A compressed video quality enhancement algorithm based on CNN and transformer hybrid network. - Hao Li; Xiaohai He; Shuhua Xiong; Haibo He; Honggang Chen (J. Supercomput., 2025)