Haibo He

405 papers A* 3A 1B 61C 8Misc 3Journal 276Unranked 47
YearRankTypeTitle / Venue / Authors
2025 J jnl
A compressed video quality enhancement algorithm based on CNN and transformer hybrid network.
J. Supercomput.
Hao Li, Xiaohai He, Shuhua Xiong, Haibo He, Honggang Chen
2025 B conf
Bridging Theory and Practice of MAPPO for Cooperative Multi-Agent Continuous Control.
IJCNN
Hepeng Li, Haibo He
2025 — conf
EEG-VL: Integrating Visual Features with Large Language Models for Automated Seizure Detection.
BIBM
Zi Liang, Peng Hu, Lian Li, Zebang Cheng, Yisu Dong, Haibo He, Qiang Lu, Nan Lin
2024 J jnl
Multiagent Trust Region Policy Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Hepeng Li, Haibo He
2024 J jnl
PupaNet: A versatile and efficient silkworm pupae (Bombyx mori) identification tool for sericulture breeding based on near-infrared spectroscopy and deep transfer learning.
Comput. Electron. Agric.
Haibo He, Hua Huang, Shiping Zhu, Lunfu Shen, Zhimei Lv, Yongkang Luo, Yichen Wang, Yuhang Lin, Liang Gao, Benhua Xiong, Fangyin Dai, Tianfu Zhao
2024 J jnl
vEpiNet: A multimodal interictal epileptiform discharge detection method based on video and electroencephalogram data.
Neural Networks
Nan Lin, Weifang Gao, Lian Li, Junhui Chen, Zi Liang, Gonglin Yuan, Heyang Sun, Qing Li, Jianhua Chen, Liri Jin, Yan Huang, Xiangqin Zhou, Shaobo Zhang, Peng Hu, Chaoyue Dai, Haibo He, Yisu Dong, Liying Cui, Qiang Lu
2023 B conf
An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning.
IJCNN
Hepeng Li, Xiangnan Zhong, Haibo He
2023 A* conf
Bipartite Graph based Multi-view Clustering (Extended Abstract).
ICDE
Lusi Li, Haibo He
2023 J jnl
Incomplete Multi-View Clustering With Joint Partition and Graph Learning.
IEEE Trans. Knowl. Data Eng.
Lusi Li, Zhiqiang Wan, Haibo He
2023 — conf
Robust Distributed Finite-time Secondary Frequency Control of Islanded AC Microgrids With Event-Triggered Mechanism.
ISGT
Zhenhua Wang, Hepeng Li, Haibo He, Yan Sun
2022 A* conf
An Analytical Update Rule for General Policy Optimization.
ICML
Hepeng Li, Nicholas Clavette, Haibo He
2022 J jnl
Bipartite Graph Based Multi-View Clustering.
IEEE Trans. Knowl. Data Eng.
Lusi Li, Haibo He
2022 J jnl
Discriminant Geometrical and Statistical Alignment With Density Peaks for Domain Adaptation.
IEEE Trans. Cybern.
Jiachen Zhao, Lusi Li, Fang Deng, Haibo He, Jie Chen
2022 J jnl
Edge-Based Adaptive Distributed Method for Synchronization of Intermittently Coupled Spatiotemporal Networks.
IEEE Trans. Autom. Control.
Cheng Hu, Haibo He, Haijun Jiang
2022 J jnl
Finite-Time Command-Filtered Composite Adaptive Neural Control of Uncertain Nonlinear Systems.
IEEE Trans. Cybern.
Jinlin Sun, Haibo He, Jianqiang Yi, Zhiqiang Pu
2022 J jnl
Learning From Negative Links.
IEEE Trans. Cybern.
He Jiang, Haibo He
2022 J jnl
Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Hepeng Li, Haibo He
2022 — conf
Resilient Predictor-Based Load Frequency Control for Multi-Region Power Systems Under DoS Attacks.
ISGT
Zhenhua Wang, William Danilczyk, Hepeng Li, Haibo He, Yan Lindsay Sun
2022 J jnl
Symmetric All Convolutional Neural-Network-Based Unsupervised Feature Extraction for Hyperspectral Images Classification.
IEEE Trans. Cybern.
Mingyang Zhang, Maoguo Gong, Haibo He, Shengqi Zhu
2021 J jnl
A Cascaded Distributed Control Framework in DC Microgrids.
IEEE Trans. Smart Grid
Jianyu Zhou, Mengxuan Shi, Xia Chen, Yin Chen, Jinyu Wen, Haibo He
2021 B conf
A Reinforcement Learning-Based Control Approach for Unknown Nonlinear Systems with Persistent Adversarial Inputs.
IJCNN
Xiangnan Zhong, Haibo He
2021 J jnl
A Sparse Dimensionality Reduction Approach Based on False Nearest Neighbors for Nonlinear Fault Detection.
IEEE Trans. Syst. Man Cybern. Syst.
Jun Yi, Ling Wu, Wei Zhou, Haibo He, Lizhong Yao
2021 J jnl
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes.
IEEE Trans. Intell. Transp. Syst.
Hui Zhang, Guiyang Luo, Yonglin Tian, Kunfeng Wang, Haibo He, Fei-Yue Wang
2021 J jnl
Adaptive Observer-Based Output Regulation of Multiagent Systems With Communication Constraints.
IEEE Trans. Cybern.
Housheng Su, Jinhe Chen, Xia Chen, Haibo He
2021 J jnl
An Analytical Update Rule for General Policy Optimization.
CoRR
Hepeng Li, Nicholas Clavette, Haibo He
2021 J jnl
An End-to-End Framework With Multisource Monitoring Data for Bridge Health Anomaly Identification.
IEEE Trans. Instrum. Meas.
Jie Li, Hongli He, Haibo He, Lusi Li, Yi Xiang
2021 J jnl
Approximate Dynamic Programming for Nonlinear-Constrained Optimizations.
IEEE Trans. Cybern.
Xiong Yang, Haibo He, Xiangnan Zhong
2021 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021 J jnl
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems.
IEEE Trans. Cybern.
Qinglai Wei, Hongyang Li, Xiong Yang, Haibo He
2021 J jnl
Cooperative Adaptive Containment Control With Parameter Convergence via Cooperative Finite-Time Excitation.
IEEE Trans. Autom. Control.
Chengzhi Yuan, Paolo Stegagno, Haibo He, Wei Ren
2021 J jnl
Coordinated Topology Attacks in Smart Grid Using Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics
Zhenhua Wang, Haibo He, Zhiqiang Wan, Yan Sun
2021 J jnl
Decentralized Event-Triggered Control for a Class of Nonlinear-Interconnected Systems Using Reinforcement Learning.
IEEE Trans. Cybern.
Xiong Yang, Haibo He
2021 J jnl
Deep Transfer Cooperative Sensing in Cognitive Radio.
IEEE Wirel. Commun. Lett.
Lusi Li, He Jiang, Haibo He
2021 — conf
Distributed Finite-Time Secondary Control for AC Microgrids With Mobile Power Resource and Communication Time-delays.
ISGT
Zhenhua Wang, He Jiang, Haibo He, Yan Lindsay Sun
2021 B conf
Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning.
IJCNN
Hepeng Li, Zhenhua Wang, Haibo He
2021 J jnl
Dual Alignment for Partial Domain Adaptation.
IEEE Trans. Cybern.
Lusi Li, Zhiqiang Wan, Haibo He
2021 J jnl
Editorial: Staying Healthy and Strong Together.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He
2021 J jnl
Event-Driven H
IEEE Trans. Cybern.
Xiong Yang, Haibo He
2021 J jnl
Event-Triggered Privacy-Preserving Average Consensus for Multiagent Networks With Time Delay: An Output Mask Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Aijuan Wang, Haibo He, Xiaofeng Liao
2021 J jnl
Farewell Editorial A Heartfelt Thank You and Looking Into the New Era of TNNLS.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He
2021 J jnl
Fixed/Preassigned-Time Synchronization of Complex Networks via Improving Fixed-Time Stability.
IEEE Trans. Cybern.
Cheng Hu, Haibo He, Haijun Jiang
2021 J jnl
Frequency Restoration and Oscillation Damping of Distributed VSGs in Microgrid With Low Bandwidth Communication.
IEEE Trans. Smart Grid
Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, Haibo He
2021 J jnl
Fully Distributed Finite-Time Consensus of Directed Multiquadcopter Systems via Pinning Control.
IEEE Trans. Syst. Man Cybern. Syst.
Yingjiang Zhou, Haibo He, Changyin Sun
2021 B conf
Graph Neural Network Based Interference Estimation for Device-to-Device Wireless Communications.
IJCNN
He Jiang, Lusi Li, Zhenhua Wang, Haibo He
2021 B conf
Graph-based Multi-view Learning for Cooperative Spectrum Sensing.
IJCNN
Lusi Li, He Jiang, Haibo He
2021 J jnl
Intermittent Stabilization of Fuzzy Competitive Neural Networks With Reaction Diffusions.
IEEE Trans. Fuzzy Syst.
Leimin Wang, Haibo He, Zhigang Zeng
2021 J jnl
Local Domain Adaptation for Cross-Domain Activity Recognition.
IEEE Trans. Hum. Mach. Syst.
Jiachen Zhao, Fang Deng, Haibo He, Jie Chen
2021 J jnl
Model-Independent Formation Tracking of Multiple Euler-Lagrange Systems via Bounded Inputs.
IEEE Trans. Cybern.
Leimin Wang, Haibo He, Zhigang Zeng, Ming-Feng Ge
2021 — conf
Multi-view Semi-Supervised Learning for Cooperative Spectrum Sensing.
SSCI
Lusi Li, Laura Slayton, Hepeng Li, Haibo He
2021 J jnl
Multiagent Adversarial Collaborative Learning via Mean-Field Theory.
IEEE Trans. Cybern.
Guiyang Luo, Hui Zhang, Haibo He, Jinglin Li, Fei-Yue Wang
2021 J jnl
Necessary and Sufficient Conditions for Consensus in Fractional-Order Multiagent Systems via Sampled Data Over Directed Graph.
IEEE Trans. Syst. Man Cybern. Syst.
Housheng Su, Yanyan Ye, Xia Chen, Haibo He
2021 — conf
Online Microgrid Energy Management Based on Safe Deep Reinforcement Learning.
SSCI
Hepeng Li, Zhenhua Wang, Lusi Li, Haibo He
2021 J jnl
Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model.
IEEE Trans. Smart Grid
Hang Shuai, Haibo He
2021 J jnl
Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors.
IEEE Trans Autom. Sci. Eng.
Yuanheng Zhu, Dongbin Zhao, Haibo He
2021 J jnl
Quasi-Synchronization in Heterogeneous Harmonic Oscillators With Continuous and Sampled Coupling.
IEEE Trans. Syst. Man Cybern. Syst.
Zhengxin Wang, Haibo He, Guo-Ping Jiang, Jinde Cao
2021 J jnl
Small Fault Detection of Discrete-Time Nonlinear Uncertain Systems.
IEEE Trans. Cybern.
Jingting Zhang, Chengzhi Yuan, Paolo Stegagno, Haibo He, Cong Wang
2021 J jnl
Team-Triggered Practical Fixed-Time Consensus of Double-Integrator Agents With Uncertain Disturbance.
IEEE Trans. Cybern.
Jian Liu, Yao Yu, Haibo He, Changyin Sun
2021 J jnl
Toward Optimal Risk-Averse Configuration for HESS With CGANs-Based PV Scenario Generation.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaodong Yang, Haibo He, Jie Li, Youbing Zhang
2020 — conf
A Deep Reinforcement Learning Based Approach for Home Energy Management System.
ISGT
Hepeng Li, Zhiqiang Wan, Haibo He
2020 J jnl
A Distributed Iterative Learning Framework for DC Microgrids: Current Sharing and Voltage Regulation.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiao-Kang Liu, He Jiang, Yan-Wu Wang, Haibo He
2020 J jnl
A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties.
IEEE Trans. Evol. Comput.
Jun Yi, Junren Bai, Haibo He, Wei Zhou, Lizhong Yao
2020 J jnl
A Novel Scheduling Strategy for Controllable Loads With Power-Efficiency Characteristics.
IEEE Trans. Smart Grid
Fanrong Wei, Zhiqiang Wan, Haibo He, Xiangning Lin, Yuanzheng Li
2020 J jnl
A Novel Secondary Optimal Control for Multiple Battery Energy Storages in a DC Microgrid.
IEEE Trans. Smart Grid
Jianyu Zhou, Mengxuan Shi, Yin Chen, Xia Chen, Jinyu Wen, Haibo He
2020 J jnl
A visual long-short-term memory based integrated CNN model for fabric defect image classification.
Neurocomputing
Yudi Zhao, Kuangrong Hao, Haibo He, Xue-Song Tang, Bing Wei
2020 J jnl
APLNet: Attention-enhanced progressive learning network.
Neurocomputing
Hui Zhang, Danqing Kang, Haibo He, Fei-Yue Wang
2020 J jnl
Adaptive Critic Learning and Experience Replay for Decentralized Event-Triggered Control of Nonlinear Interconnected Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Xiong Yang, Haibo He
2020 J jnl
Adaptive Dynamic Programming for Decentralized Stabilization of Uncertain Nonlinear Large-Scale Systems With Mismatched Interconnections.
IEEE Trans. Syst. Man Cybern. Syst.
Xiong Yang, Haibo He
2020 J jnl
AlphaZero Based Post-Storm Vehicle Routing for Distribution Grid Restoration.
CoRR
Hang Shuai, Haibo He
2020 J jnl
Asynchronous Quasi-Consensus of Heterogeneous Multiagent Systems With Nonuniform Input Delays.
IEEE Trans. Syst. Man Cybern. Syst.
Zhengxin Wang, Haibo He
2020 J jnl
Automated Demand Response Framework in ELNs: Decentralized Scheduling and Smart Contract.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaodong Yang, Guofeng Wang, Haibo He, Junjie Lu, Youbing Zhang
2020 J jnl
Big Data for Cyber-Physical Systems.
IEEE Trans. Big Data
Shiyan Hu, Xin Li, Haibo He, Shuguang Cui, Manish Parashar
2020 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2020 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2020 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2020 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2020 J jnl
Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Hepeng Li, Zhiqiang Wan, Haibo He
2020 J jnl
Cyber-Attack Recovery Strategy for Smart Grid Based on Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Fanrong Wei, Zhiqiang Wan, Haibo He
2020 A* conf
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing.
AAAI
Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi
2020 J jnl
Deterministic Policy Gradient With Integral Compensator for Robust Quadrotor Control.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanda Wang, Jia Sun, Haibo He, Changyin Sun
2020 J jnl
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-Spectral Manifold Learning.
IEEE Trans. Cybern.
Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo
2020 J jnl
Distributed Cooperative Control of Multiple Hybrid Energy Storage Systems in a DC Microgrid Using Consensus Protocol.
IEEE Trans. Ind. Electron.
Xia Chen, Mengxuan Shi, Jianyu Zhou, Yin Chen, Wenping Zuo, Jinyu Wen, Haibo He
2020 J jnl
Distributed Optimal Control of Energy Storages in a DC Microgrid With Communication Delay.
IEEE Trans. Smart Grid
Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, Haibo He
2020 J jnl
Distributed Tracking in Heterogeneous Networks With Asynchronous Sampled-Data Control.
IEEE Trans. Ind. Informatics
Zhengxin Wang, Haibo He, Guo-Ping Jiang, Jinde Cao
2020 Misc conf
Dynamic Spectrum Access for Femtocell Networks: A Graph Neural Network Based Learning Approach.
ICNC
He Jiang, Haibo He, Lingjia Liu
2020 J jnl
Editorial: Another Successful Year and Looking Forward to 2020.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He
2020 J jnl
Energy-Storage-Based Intelligent Frequency Control of Microgrid With Stochastic Model Uncertainties.
IEEE Trans. Smart Grid
Chaoxu Mu, Yong Zhang, Hongjie Jia, Haibo He
2020 J jnl
Entropy-based Sampling Approaches for Multi-Class Imbalanced Problems.
IEEE Trans. Knowl. Data Eng.
Lusi Li, Haibo He, Jie Li
2020 J jnl
Event-Triggered Robust Stabilization of Nonlinear Input-Constrained Systems Using Single Network Adaptive Critic Designs.
IEEE Trans. Syst. Man Cybern. Syst.
Xiong Yang, Haibo He
2020 B conf
Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming.
IJCNN
Xiangnan Zhong, Haibo He
2020 Misc conf
Evolutionary Search for Energy-Efficient Distributed Cooperative Spectrum Sensing.
ICNC
He Jiang, Lusi Li, Haibo He, Lingjia Liu
2020 J jnl
Global Stabilization of Fuzzy Memristor-Based Reaction-Diffusion Neural Networks.
IEEE Trans. Cybern.
Leimin Wang, Haibo He, Zhigang Zeng, Cheng Hu
2020 J jnl
Global Synchronization of Fuzzy Memristive Neural Networks With Discrete and Distributed Delays.
IEEE Trans. Fuzzy Syst.
Leimin Wang, Haibo He, Zhigang Zeng
2020 J jnl
GrHDP Solution for Optimal Consensus Control of Multiagent Discrete-Time Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Xiangnan Zhong, Haibo He
2020 J jnl
Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanheng Zhu, Dongbin Zhao, Haibo He
2020 J jnl
LMI-Based Synthesis of String-Stable Controller for Cooperative Adaptive Cruise Control.
IEEE Trans. Intell. Transp. Syst.
Yuanheng Zhu, Haibo He, Dongbin Zhao
2020 J jnl
Local Linear Spatial-Spectral Probabilistic Distribution for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hong Huang, Yule Duan, Haibo He, Guangyao Shi
2020 J jnl
MCENN: A variant of extended nearest neighbor method for pattern recognition.
Pattern Recognit. Lett.
Bo Tang, Haibo He, Song Zhang
2020 J jnl
Multi-Agent Trust Region Policy Optimization.
CoRR
Hepeng Li, Haibo He
2020 J jnl
Multi-attention deep reinforcement learning and re-ranking for vehicle re-identification.
Neurocomputing
Yu Liu, Jianbing Shen, Haibo He
2020 B conf
Nucleus Neural Network: A Data-driven Self-organized Architecture.
IJCNN
Jia Liu, Wenhua Zhang, Maoguo Gong, Haibo He
2020 B conf
One-Shot Unsupervised Domain Adaptation for Object Detection.
IJCNN
Zhiqiang Wan, Lusi Li, Hepeng Li, Haibo He, Zhen Ni
2020 B conf
One-step Predictive Encoder - Gaussian Segment Model for Time Series Anomaly Detection.
IJCNN
Jiachen Zhao, Yongling Li, Haibo He, Fang Deng
2020 J jnl
Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model.
CoRR
Hang Shuai, Haibo He, Jinyu Wen
2020 J jnl
Pedestrian Flow Optimization to Reduce the Risk of Crowd Disasters Through Human-Robot Interaction.
IEEE Trans. Emerg. Top. Comput. Intell.
Chao Jiang, Zhen Ni, Yi Guo, Haibo He
2020 J jnl
Real-Time Residential Demand Response.
IEEE Trans. Smart Grid
Hepeng Li, Zhiqiang Wan, Haibo He
2020 J jnl
Robot-Assisted Pedestrian Regulation Based on Deep Reinforcement Learning.
IEEE Trans. Cybern.
Zhiqiang Wan, Chao Jiang, Muhammad Fahad, Zhen Ni, Yi Guo, Haibo He
2020 J jnl
Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery.
Pattern Recognit.
Hong Huang, Zhengying Li, Haibo He, Yule Duan, Song Yang
2020 J jnl
Synchronization of complex-valued dynamic networks with intermittently adaptive coupling: A direct error method.
Autom.
Cheng Hu, Haibo He, Haijun Jiang
2020 J jnl
Synthesis of Cooperative Adaptive Cruise Control With Feedforward Strategies.
IEEE Trans. Veh. Technol.
Yuanheng Zhu, Dongbin Zhao, Haibo He
2020 J jnl
Topical network embedding.
Data Min. Knowl. Discov.
Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu, Haibo He
2020 J jnl
Ultrafast Active Response Strategy against Malfunction Attack on Fault Current Limiter.
IEEE Trans. Smart Grid
Fanrong Wei, Zhiqiang Wan, Haibo He, Xiangning Lin
2020 J jnl
Visual interaction networks: A novel bio-inspired computational model for image classification.
Neural Networks
Bing Wei, Haibo He, Kuangrong Hao, Lei Gao, Xue-Song Tang
2019 J jnl
A Hierarchical Deep Domain Adaptation Approach for Fault Diagnosis of Power Plant Thermal System.
IEEE Trans. Ind. Informatics
Xiaoxia Wang, Haibo He, Lusi Li
2019 J jnl
A Novel Framework for Gear Safety Factor Prediction.
IEEE Trans. Ind. Informatics
Jie Li, Song Liu, Haibo He, Lusi Li
2019 J jnl
A Novel Generative Model With Bounded-GAN for Reliability Classification of Gear Safety.
IEEE Trans. Ind. Electron.
Jie Li, Haibo He, Lusi Li, Guorong Chen
2019 J jnl
A Novel UKF-RBF Method Based on Adaptive Noise Factor for Fault Diagnosis in Pumping Unit.
IEEE Trans. Ind. Informatics
Wei Zhou, Xiaoliang Li, Jun Yi, Haibo He
2019 J jnl
Adaptive Critic Designs for Event-Triggered Robust Control of Nonlinear Systems With Unknown Dynamics.
IEEE Trans. Cybern.
Xiong Yang, Haibo He
2019 J jnl
Advanced Secondary Voltage Recovery Control for Multiple HESSs in a Droop-Controlled DC Microgrid.
IEEE Trans. Smart Grid
Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, Haibo He
2019 B conf
Adversarial Domain Adaptation via Category Transfer.
IJCNN
Lusi Li, Haibo He, Jie Li, Guang Yang
2019 J jnl
An Event-Driven ADR Approach for Residential Energy Resources in Microgrids With Uncertainties.
IEEE Trans. Ind. Electron.
Xiaodong Yang, Youbing Zhang, Hangfei Wu, Haibo He
2019 — conf
An Evolutionary Computation Approach for Smart Grid Cascading Failure Vulnerability Analysis.
SSCI
He Jiang, Zhenhua Wang, Haibo He
2019 J jnl
AnswerNet: Learning to Answer Questions.
IEEE Trans. Big Data
Zhiqiang Wan, Haibo He
2019 J jnl
CGAN-MBL for Reliability Assessment With Imbalanced Transmission Gear Data.
IEEE Trans. Instrum. Meas.
Jie Li, Haibo He, Lusi Li
2019 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2019 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2019 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2019 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yew-Soon Ong
2019 J jnl
Consensus-Based Distributed Control for Photovoltaic-Battery Units in a DC Microgrid.
IEEE Trans. Ind. Electron.
Xia Chen, Mengxuan Shi, Jianyu Zhou, Wenping Zuo, Yin Chen, Jinyu Wen, Haibo He
2019 J jnl
Cooperative Deterministic Learning-Based Formation Control for a Group of Nonlinear Uncertain Mechanical Systems.
IEEE Trans. Ind. Informatics
Chengzhi Yuan, Haibo He, Cong Wang
2019 J jnl
Data-Adaptive Robust Optimization Method for the Economic Dispatch of Active Distribution Networks.
IEEE Trans. Smart Grid
Yipu Zhang, Xiaomeng Ai, Jinyu Wen, Jiakun Fang, Haibo He
2019 J jnl
Data-Driven Distributed Output Consensus Control for Partially Observable Multiagent Systems.
IEEE Trans. Cybern.
He Jiang, Haibo He
2019 J jnl
Deep Learning Based Energy Efficiency Optimization for Distributed Cooperative Spectrum Sensing.
IEEE Wirel. Commun.
Haibo He, He Jiang
2019 J jnl
Deep associative neural network for associative memory based on unsupervised representation learning.
Neural Networks
Jia Liu, Maoguo Gong, Haibo He
2019 J jnl
Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach.
IEEE Internet Things J.
Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu
2019 J jnl
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning.
IEEE Trans. Smart Grid
Peng Zeng, Hepeng Li, Haibo He, Shuhui Li
2019 — conf
Dynamic Power Sharing and Autonomous Voltage Regulation in Islanded DC Microgrids.
ISGT
Xiaodong Yang, Xiangshan Li, Haibo He, Youbing Zhang, Zhicheng Xu
2019 J jnl
Editorial: Booming of Neural Networks and Learning Systems.
IEEE Trans. Neural Networks Learn. Syst.
Akira Hirose, Alessio Micheli, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen, José de Jesús Rubio, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutiérrez, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang, Zhen Ni, Haibo He
2019 J jnl
Emotion-Semantic-Enhanced Neural Network.
IEEE ACM Trans. Audio Speech Lang. Process.
Guang Yang, Haibo He, Qian Chen
2019 J jnl
Event-Triggered Globalized Dual Heuristic Programming and Its Application to Networked Control Systems.
IEEE Trans. Ind. Informatics
Jun Yi, Shi Chen, Xiangnan Zhong, Wei Zhou, Haibo He
2019 J jnl
Event-Triggered Optimal Neuro-Controller Design With Reinforcement Learning for Unknown Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Xiong Yang, Haibo He, Derong Liu
2019 J jnl
Event-triggered differentially private average consensus for multi-agent network.
IEEE CAA J. Autom. Sinica
Aijuan Wang, Xiaofeng Liao, Haibo He
2019 J jnl
Functional Nonlinear Model Predictive Control Based on Adaptive Dynamic Programming.
IEEE Trans. Cybern.
Lu Dong, Jun Yan, Xin Yuan, Haibo He, Changyin Sun
2019 B conf
Imbalanced Learning for Cooperative Spectrum Sensing in Cognitive Radio Networks.
GLOBECOM
Lusi Li, He Jiang, Haibo He
2019 J jnl
Interactive Energy Management for Enhancing Power Balances in Multi-Microgrids.
IEEE Trans. Smart Grid
Xiaodong Yang, Haibo He, Youbing Zhang, Yu Chen, Guoqing Weng
2019 J jnl
Learning Human-Robot Interaction for Robot-Assisted Pedestrian Flow Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Chao Jiang, Zhen Ni, Yi Guo, Haibo He
2019 J jnl
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning.
IEEE Trans. Smart Grid
Zhiqiang Wan, Hepeng Li, Haibo He, Danil V. Prokhorov
2019 J jnl
Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox.
IEEE Trans. Ind. Electron.
Guoqian Jiang, Haibo He, Jun Yan, Ping Xie
2019 J jnl
Neuro-Optimal Tracking Control for Continuous Stirred Tank Reactor With Input Constraints.
IEEE Trans. Ind. Informatics
Wei Zhou, Huachao Liu, Haibo He, Jun Yi, Taifu Li
2019 J jnl
Nucleus Neural Network for Super Robust Learning.
CoRR
Jia Liu, Maoguo Gong, Haibo He
2019 B conf
Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming.
IJCNN
Yuanheng Zhu, Haibo He, Dongbin Zhao, Zhongsheng Hou
2019 C conf
Optimization of Merging Pedestrian Flows Based on Adaptive Dynamic Programming.
ACC
Chao Jiang, Yi Guo, Zhen Ni, Haibo He
2019 J jnl
Parameterized Batch Reinforcement Learning for Longitudinal Control of Autonomous Land Vehicles.
IEEE Trans. Syst. Man Cybern. Syst.
Zhenhua Huang, Xin Xu, Haibo He, Jun Tan, Zhenping Sun
2019 J jnl
Real-Time Demand Side Management for a Microgrid Considering Uncertainties.
IEEE Trans. Smart Grid
Xiaodong Yang, Youbing Zhang, Haibo He, Shuaijie Ren, Guoqing Weng
2019 J jnl
Resilient Wide-Area Damping Control Using GrHDP to Tolerate Communication Failures.
IEEE Trans. Smart Grid
Yu Shen, Wei Yao, Jinyu Wen, Haibo He, Lin Jiang
2019 J jnl
Stochastic Optimization of Economic Dispatch for Microgrid Based on Approximate Dynamic Programming.
IEEE Trans. Smart Grid
Hang Shuai, Jiakun Fang, Xiaomeng Ai, Yufei Tang, Jinyu Wen, Haibo He
2019 B conf
Synthetic-to-Real Domain Adaptation for Object Instance Segmentation.
IJCNN
Hui Zhang, Yonglin Tian, Kunfeng Wang, Haibo He, Fei-Yue Wang
2019 J jnl
ar-MOEA: A Novel Preference-Based Dominance Relation for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Jun Yi, Junren Bai, Haibo He, Jun Peng, Dedong Tang
2018 J jnl
A Generative Model for Sparse Hyperparameter Determination.
IEEE Trans. Big Data
Zhiqiang Wan, Haibo He, Bo Tang
2018 J jnl
Adaptive Dynamic Programming for Robust Regulation and Its Application to Power Systems.
IEEE Trans. Ind. Electron.
Xiong Yang, Haibo He, Xiangnan Zhong
2018 J jnl
Adaptive critic designs for optimal control of uncertain nonlinear systems with unmatched interconnections.
Neural Networks
Xiong Yang, Haibo He
2018 J jnl
BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition.
IEEE Trans. Image Process.
Xin Ning, Weijun Li, Bo Tang, Haibo He
2018 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong
2018 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong
2018 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2018 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong
2018 J jnl
Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach.
IEEE Trans. Cybern.
Chaoxu Mu, Ding Wang, Haibo He
2018 J jnl
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning.
CoRR
Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo
2018 J jnl
Distributed Cooperative Control and Stability Analysis of Multiple DC Electric Springs in a DC Microgrid.
IEEE Trans. Ind. Electron.
Xia Chen, Mengxuan Shi, Haishun Sun, Yan Li, Haibo He
2018 J jnl
Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach.
CoRR
Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu
2018 J jnl
Dynamic Behavior of Terminal Sliding Mode Control.
IEEE Trans. Ind. Electron.
Chaoxu Mu, Haibo He
2018 B conf
EDOS: Entropy Difference-based Oversampling Approach for Imbalanced Learning.
IJCNN
Lusi Li, Haibo He, Jie Li, Weijun Li
2018 J jnl
Formation Learning Control of Multiple Autonomous Underwater Vehicles With Heterogeneous Nonlinear Uncertain Dynamics.
IEEE Trans. Cybern.
Chengzhi Yuan, Stephen Licht, Haibo He
2018 J jnl
Growth and Success - Looking Forward to 2018 and Beyond.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He
2018 J jnl
Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane System.
IEEE Trans. Ind. Informatics
Ding Wang, Haibo He, Derong Liu
2018 J jnl
Learning Without External Reward [Research Frontier].
IEEE Comput. Intell. Mag.
Haibo He, Xiangnan Zhong
2018 J jnl
Learning to Navigate Through Complex Dynamic Environment With Modular Deep Reinforcement Learning.
IEEE Trans. Games
Yuanda Wang, Haibo He, Changyin Sun
2018 — conf
MILE: A minimally interactive learning framework for visual data analysis.
CCWC
Bo Tang, Haibo He
2018 J jnl
Model-Free Adaptive Control for Unknown Nonlinear Zero-Sum Differential Game.
IEEE Trans. Cybern.
Xiangnan Zhong, Haibo He, Ding Wang, Zhen Ni
2018 C conf
Neural Network Based Distributed Consensus Control for Heterogeneous Multi-agent Systems.
ACC
He Jiang, Xiao-Kang Liu, Haibo He, Chengzhi Yuan, Danil V. Prokhorov
2018 J jnl
Operating Parameters Optimization for the Aluminum Electrolysis Process Using an Improved Quantum-Behaved Particle Swarm Algorithm.
IEEE Trans. Ind. Informatics
Jun Yi, Junren Bai, Wei Zhou, Haibo He, Lizhong Yao
2018 B conf
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks.
IJCNN
He Jiang, Haibo He, Lingjia Liu, Yang Yi
2018 J jnl
Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties.
Inf. Sci.
Xiong Yang, Haibo He, Qinglai Wei, Biao Luo
2018 B conf
Residential Energy Management with Deep Reinforcement Learning.
IJCNN
Zhiqiang Wan, Hepeng Li, Haibo He
2018 C conf
Robust Distributed Adaptive Containment Control of Heterogeneous Linear Uncertain Multi-Agent Systems.
ACC
Chengzhi Yuan, Haibo He, Xiaonan Dong, Shahab Ilbeigi
2018 J jnl
SDE: A Novel Clustering Framework Based on Sparsity-Density Entropy.
IEEE Trans. Knowl. Data Eng.
Sheng Li, Lusi Li, Jun Yan, Haibo He
2018 J jnl
Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances.
Neural Networks
Xiong Yang, Haibo He
2017 J jnl
A Finger Vein Image-Based Personal Identification System With Self-Adaptive Illuminance Control.
IEEE Trans. Instrum. Meas.
Liukui Chen, Jing Wang, Shiyu Yang, Haibo He
2017 J jnl
A Novel Energy Function-Based Stability Evaluation and Nonlinear Control Approach for Energy Internet.
IEEE Trans. Smart Grid
Qiuye Sun, Yibin Zhang, Haibo He, Dazhong Ma, Huaguang Zhang
2017 J jnl
A Novel Framework for Fault Diagnosis Using Kernel Partial Least Squares Based on an Optimal Preference Matrix.
IEEE Trans. Ind. Electron.
Jun Yi, Di Huang, Haibo He, Wei Zhou, Qi Han, Taifu Li
2017 J jnl
A chance constrained optimal reserve scheduling approach for economic dispatch considering wind penetration.
IEEE CAA J. Autom. Sinica
Yufei Tang, Chao Luo, Jun Yang, Haibo He
2017 B conf
A learning based approach for social force model parameter estimation.
IJCNN
Zhiqiang Wan, Xuemin Hu, Haibo He, Yi Guo
2017 J jnl
A local density-based approach for outlier detection.
Neurocomputing
Bo Tang, Haibo He
2017 B conf
ADL: Active dictionary learning for sparse representation.
IJCNN
Bo Tang, Jin Xu, Haibo He, Hong Man
2017 J jnl
Adaptive Critic Nonlinear Robust Control: A Survey.
IEEE Trans. Cybern.
Ding Wang, Haibo He, Derong Liu
2017 J jnl
Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems.
IEEE Trans. Neural Networks Learn. Syst.
Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He
2017 J jnl
Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming.
IEEE Trans. Neural Networks Learn. Syst.
Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He
2017 J jnl
An Event-Triggered ADP Control Approach for Continuous-Time System With Unknown Internal States.
IEEE Trans. Cybern.
Xiangnan Zhong, Haibo He
2017 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin
2017 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong
2017 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong
2017 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong
2017 J jnl
Data-Driven Tracking Control With Adaptive Dynamic Programming for a Class of Continuous-Time Nonlinear Systems.
IEEE Trans. Cybern.
Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He
2017 — conf
Data-driven robust regulation of nonlinear systems with mismatched disturbances.
SSCI
Xiong Yang, Haibo He
2017 J jnl
Editorial: A Successful Year and Looking Forward to 2017 and Beyond.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He, Robert Haas, Jun Fu, Barbara Hammer, Daniel W. C. Ho, Fakhri Karray, Dhireesha Kudithipudi, José Antonio Lozano, Teresa Bernarda Ludermir, Jacek Mandziuk, Stefano Melacci, Antonio Paiva, Hong Qiao, Alain Rakotomamonjy, Shiliang Sun, Johan A. K. Suykens, Meng Wang
2017 J jnl
Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy.
IEEE Trans. Syst. Man Cybern. Syst.
Ding Wang, Chaoxu Mu, Haibo He, Derong Liu
2017 J jnl
Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application.
IEEE Trans. Ind. Electron.
Ding Wang, Haibo He, Xiangnan Zhong, Derong Liu
2017 J jnl
Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He
2017 J jnl
Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming.
IEEE Trans. Ind. Electron.
Yuanheng Zhu, Dongbin Zhao, Haibo He, Junhong Ji
2017 J jnl
GIR-based ensemble sampling approaches for imbalanced learning.
Pattern Recognit.
Bo Tang, Haibo He
2017 J jnl
Gr-GDHP: A New Architecture for Globalized Dual Heuristic Dynamic Programming.
IEEE Trans. Cybern.
Xiangnan Zhong, Zhen Ni, Haibo He
2017 J jnl
Guest editorial for special issue on control and optimization in renewable energy systems.
IEEE CAA J. Autom. Sinica
Dianwei Qian, Chengdong Li, Qinmin Yang, Xiangyang Zhao, Yaobin Chen, Haibo He
2017 J jnl
Improved Sliding Mode Design for Load Frequency Control of Power System Integrated an Adaptive Learning Strategy.
IEEE Trans. Ind. Electron.
Chaoxu Mu, Yufei Tang, Haibo He
2017 J jnl
Improving the Critic Learning for Event-Based Nonlinear H
IEEE Trans. Cybern.
Ding Wang, Haibo He, Derong Liu
2017 J jnl
Incorporating Intelligence in Fog Computing for Big Data Analysis in Smart Cities.
IEEE Trans. Ind. Informatics
Bo Tang, Zhen Chen, Gerald Hefferman, Shuyi Pei, Tao Wei, Haibo He, Qing Yang
2017 J jnl
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System.
IEEE Trans. Ind. Electron.
Ding Wang, Haibo He, Chaoxu Mu, Derong Liu
2017 — conf
Kernel-based generative learning in distortion feature space.
SSCI
Bo Tang, Paul M. Baggenstoss, Haibo He
2017 J jnl
Manifold-Based Reinforcement Learning via Locally Linear Reconstruction.
IEEE Trans. Neural Networks Learn. Syst.
Xin Xu, Zhenhua Huang, Lei Zuo, Haibo He
2017 B conf
Near-space aerospace vehicles attitude control based on adaptive dynamic programming and sliding mode control.
IJCNN
Yufei Tang, Chaoxu Mu, Haibo He
2017 J jnl
Novel iterative neural dynamic programming for data-based approximate optimal control design.
Autom.
Chaoxu Mu, Ding Wang, Haibo He
2017 C conf
Online energy flow control for residential microgrids with URGs: An event-driven approach.
IECON
Xiaodong Yang, Hangfei Wu, Youbing Zhang, Haibo He
2017 — conf
Pinning Synchronization in Heterogeneous Networks of Harmonic Oscillators.
ICONIP (3)
Zhengxin Wang, Jingbo Fan, He Jiang, Haibo He
2017 J jnl
Q-Learning-Based Vulnerability Analysis of Smart Grid Against Sequential Topology Attacks.
IEEE Trans. Inf. Forensics Secur.
Jun Yan, Haibo He, Xiangnan Zhong, Yufei Tang
2017 C conf
Sampled-data-based tracking for heterogeneous nonlinear second-order multiagent systems.
IECON
Zhengxin Wang, Jingbo Fan, Cong Zheng, Haibo He
2017 J jnl
Semisupervised Feature Selection Based on Relevance and Redundancy Criteria.
IEEE Trans. Neural Networks Learn. Syst.
Jin Xu, Bo Tang, Haibo He, Hong Man
2017 J jnl
Stacked Multilevel-Denoising Autoencoders: A New Representation Learning Approach for Wind Turbine Gearbox Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Guoqian Jiang, Haibo He, Ping Xie, Yufei Tang
2017 B conf
State space reconstruction from noisy nonlinear time series: An autoencoder-based approach.
IJCNN
He Jiang, Haibo He
2017 — conf
Variational autoencoder based synthetic data generation for imbalanced learning.
SSCI
Zhiqiang Wan, Yazhou Zhang, Haibo He
2017 B conf
Weakly supervised object localization with deep convolutional neural network based on spatial pyramid saliency map.
ICIP
Zhiqiang Wan, Haibo He
2016 J jnl
A Bayesian Classification Approach Using Class-Specific Features for Text Categorization.
IEEE Trans. Knowl. Data Eng.
Bo Tang, Haibo He, Paul M. Baggenstoss, Steven Kay
2016 J jnl
A Local Density-Based Approach for Local Outlier Detection.
CoRR
Bo Tang, Haibo He
2016 J jnl
A Theoretical Foundation of Goal Representation Heuristic Dynamic Programming.
IEEE Trans. Neural Networks Learn. Syst.
Xiangnan Zhong, Zhen Ni, Haibo He
2016 J jnl
Adaptive Modulation for DFIG and STATCOM With High-Voltage Direct Current Transmission.
IEEE Trans. Neural Networks Learn. Syst.
Yufei Tang, Haibo He, Zhen Ni, Jinyu Wen, Tingwen Huang
2016 J jnl
Adaptive Signal Detection and Parameter Estimation in Unknown Colored Gaussian Noise.
CoRR
Bo Tang, Haibo He, Steven Kay
2016 — conf
Adaptive-critic-based event-driven nonlinear robust state feedback.
CDC
Ding Wang, Chaoxu Mu, Haibo He, Derong Liu
2016 J jnl
An Imbalanced Learning based MDR-TB Early Warning System.
J. Medical Syst.
Sheng Li, Bo Tang, Haibo He
2016 J jnl
CIS Publication Spotlight Publication Spotlight.
IEEE Comput. Intell. Mag.
Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Yaochu Jin
2016 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Angelo Cangelosi
2016 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Yaochu Jin
2016 J jnl
CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag.
Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Yaochu Jin
2016 B conf
Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning.
IJCNN
Shiva Poudel, Zhen Ni, Xiangnan Zhong, Haibo He
2016 J jnl
Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports].
IEEE Comput. Intell. Mag.
Yoonsuck Choe, Asim Roy, Haibo He, De-Shuang Huang
2016 B conf
Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system.
IJCNN
Xiangnan Zhong, Zhen Ni, Haibo He
2016 J jnl
Cyber-physical attacks and defences in the smart grid: a survey.
IET Cyper-Phys. Syst.: Theory & Appl.
Haibo He, Jun Yan
2016 J jnl
Detection of False Data Injection Attacks in Smart Grid under Colored Gaussian Noise.
CoRR
Bo Tang, Jun Yan, Steven Kay, Haibo He
2016 B conf
Detection of false data attacks in smart grid with supervised learning.
IJCNN
Jun Yan, Bo Tang, Haibo He
2016 — conf
Detection of false data injection attacks in smart grid under colored Gaussian noise.
CNS
Bo Tang, Jun Yan, Steven Kay, Haibo He
2016 B conf
Dual heuristic dynamic programming based event-triggered control for nonlinear continuous-time systems.
IJCNN
Lu Dong, Changyin Sun, Haibo He
2016 J jnl
EEF: Exponentially Embedded Families With Class-Specific Features for Classification.
IEEE Signal Process. Lett.
Bo Tang, Steven Kay, Haibo He, Paul M. Baggenstoss
2016 J jnl
EEF: Exponentially Embedded Families with Class-Specific Features for Classification.
CoRR
Bo Tang, Steven Kay, Haibo He, Paul M. Baggenstoss
2016 J jnl
Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He, Nitesh V. Chawla, Huanhuan Chen, Yoonsuck Choe, Andries P. Engelbrecht, Jaya deva, Lyle N. Long, Ali A. Minai, Feiping Nie, Umut Ozertem, Barak A. Pearlmutter, Ling Shao, Jennie Si, Jochen J. Steil, Brijesh K. Verma, Ding Wang
2016 J jnl
FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization.
CoRR
Bo Tang, Haibo He
2016 J jnl
Fuzzy-Based Goal Representation Adaptive Dynamic Programming.
IEEE Trans. Fuzzy Syst.
Yufei Tang, Haibo He, Zhen Ni, Xiangnan Zhong, Dongbin Zhao, Xin Xu
2016 J jnl
Human Mobility Modeling for Robot-Assisted Evacuation in Complex Indoor Environments.
IEEE Trans. Hum. Mach. Syst.
Bo Tang, Chao Jiang, Haibo He, Yi Guo
2016 J jnl
Hybrid synchronization behavior in an array of coupled chaotic systems with ring connection.
Neurocomputing
Xiangyong Chen, Jianlong Qiu, Jinde Cao, Haibo He
2016 J jnl
Kernel-based Generative Learning in Distortion Feature Space.
CoRR
Bo Tang, Paul M. Baggenstoss, Haibo He
2016 J jnl
Multi-Objective Bacterial Foraging Optimization Algorithm Based on Parallel Cell Entropy for Aluminum Electrolysis Production Process.
IEEE Trans. Ind. Electron.
Jun Yi, Di Huang, Si-Yao Fu, Haibo He, Taifu Li
2016 J jnl
Near-Optimal Tracking Control of Mobile Robots Via Receding-Horizon Dual Heuristic Programming.
IEEE Trans. Cybern.
Chuanqiang Lian, Xin Xu, Hong Chen, Haibo He
2016 J jnl
Optimized Relative Transformation Matrix Using Bacterial Foraging Algorithm for Process Fault Detection.
IEEE Trans. Ind. Electron.
Jun Yi, Di Huang, Siyao Fu, Haibo He, Taifu Li
2016 C conf
Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamics.
ACC
Chao Li, Ding Wang, Derong Liu, Haibo He
2016 J jnl
Probabilistic Human Mobility Model in Indoor Environment.
CoRR
Bo Tang, Chao Jiang, Haibo He, Yi Guo
2016 B conf
Probabilistic human mobility model in indoor environment.
IJCNN
Bo Tang, Chao Jiang, Haibo He, Yi Guo
2016 J jnl
Probability Density Function Estimation Using the EEF With Application to Subset/Feature Selection.
IEEE Trans. Signal Process.
Steven Kay, Quan Ding, Bo Tang, Haibo He
2016 A conf
Robot-assisted pedestrian regulation in an exit corridor.
IROS
Chao Jiang, Zhen Ni, Yi Guo, Haibo He
2016 J jnl
Toward Optimal Feature Selection in Naive Bayes for Text Categorization.
CoRR
Bo Tang, Steven Kay, Haibo He
2016 J jnl
Toward Optimal Feature Selection in Naive Bayes for Text Categorization.
IEEE Trans. Knowl. Data Eng.
Bo Tang, Steven Kay, Haibo He
2015 — conf
A Hierarchical Distributed Fog Computing Architecture for Big Data Analysis in Smart Cities.
ASE BD&SI
Bo Tang, Zhen Chen, Gerald Hefferman, Tao Wei, Haibo He, Qing Yang
2015 J jnl
A Parametric Classification Rule Based on the Exponentially Embedded Family.
IEEE Trans. Neural Networks Learn. Syst.
Bo Tang, Haibo He, Quan Ding, Steven Kay
2015 B conf
A boundedness theoretical analysis for GrADP design: A case study on maze navigation.
IJCNN
Zhen Ni, Xiangnan Zhong, Haibo He
2015 B conf
A comparative study between motivated learning and reinforcement learning.
IJCNN
James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan
2015 J jnl
A neural network based online learning and control approach for Markov jump systems.
Neurocomputing
Xiangnan Zhong, Haibo He, Huaguang Zhang, Zhanshan Wang
2015 J jnl
An Improved SVM-Based Cognitive Diagnosis Algorithm for Operation States of Distribution Grid.
Cogn. Comput.
Jun Yang, Lingyun Gong, Yufei Tang, Jun Yan, Haibo He, Leiqi Zhang, Gang Li
2015 — conf
Comparisons of ADABOOST, KNN, SVM and Logistic Regression in Classification of Imbalanced Dataset.
SCDS
Hezlin Aryani Abd Rahman, Bee Wah Yap, Haibo He, Awang M. Bulgiba
2015 J jnl
Computational Energy Management in Smart Grids.
Neurocomputing
Stefano Squartini, Derong Liu, Francesco Piazza, Dongbin Zhao, Haibo He
2015 J jnl
Conference Report for 2014 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) [Conference Reports].
IEEE Comput. Intell. Mag.
Haibo He, Cesare Alippi
2015 J jnl
Convergence Proof of Approximate Policy Iteration for Undiscounted Optimal Control of Discrete-Time Systems.
Cogn. Comput.
Yuanheng Zhu, Dongbin Zhao, Haibo He, Junhong Ji
2015 J jnl
Data-driven heuristic dynamic programming with virtual reality.
Neurocomputing
Xiao Fang, Dezhong Zheng, Haibo He, Zhen Ni
2015 — conf
Diversity of cascading failure processes in electrical grids.
ISGT
Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He
2015 J jnl
ENN: Extended Nearest Neighbor Method for Pattern Recognition [Research Frontier].
IEEE Comput. Intell. Mag.
Bo Tang, Haibo He
2015 B conf
Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data.
IJCNN
Xiangnan Zhong, Zhen Ni, Haibo He
2015 J jnl
Exponential synchronization for a class of complex spatio-temporal networks with space-varying coefficients.
Neurocomputing
Chengdong Yang, Jianlong Qiu, Haibo He
2015 J jnl
GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Ni, Haibo He, Dongbin Zhao, Xin Xu, Danil V. Prokhorov
2015 J jnl
Intelligent load frequency controller using GrADP for island smart grid with electric vehicles and renewable resources.
Neurocomputing
Yufei Tang, Jun Yang, Jun Yan, Haibo He
2015 J jnl
Joint Substation-Transmission Line Vulnerability Assessment Against the Smart Grid.
IEEE Trans. Inf. Forensics Secur.
Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He
2015 B conf
KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning.
CEC
Bo Tang, Haibo He
2015 J jnl
Model-Free Dual Heuristic Dynamic Programming.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Ni, Haibo He, Xiangnan Zhong, Danil V. Prokhorov
2015 J jnl
Power System Stability Control for a Wind Farm Based on Adaptive Dynamic Programming.
IEEE Trans. Smart Grid
Yufei Tang, Haibo He, Jinyu Wen, Ju Liu
2015 B conf
Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems.
IJCNN
Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He
2015 B conf
Reflex-Tree: A Biologically Inspired Parallel Architecture for Future Smart Cities.
ICPP
Jason Kane, Bo Tang, Zhen Chen, Jun Yan, Tao Wei, Haibo He, Qing Yang
2015 B conf
Smart Grid Vulnerability under Cascade-Based Sequential Line-Switching Attacks.
GLOBECOM
Jun Yan, Yufei Tang, Yihai Zhu, Haibo He, Yan Sun
2014 — conf
A GPU-based real-time traffic sign detection and recognition system.
CIVTS
Zhilu Chen, Xinming Huang, Zhen Ni, Haibo He
2014 C conf
A fast deep learning system using GPU.
ISCAS
Zhilu Chen, Jing Wang, Haibo He, Xinming Huang
2014 J jnl
Active Dictionary Learning in Sparse Representation Based Classification.
CoRR
Jin Xu, Haibo He, Hong Man
2014 J jnl
Active Power Oscillation Property Classification of Electric Power Systems Based on SVM.
J. Appl. Math.
Ju Liu, Wei Yao, Jinyu Wen, Haibo He, Xueyang Zheng
2014 — conf
Advancing motivated learning with goal creation.
CIHLI
James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He
2014 B conf
Coordinated attacks against substations and transmission lines in power grids.
GLOBECOM
Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He
2014 — conf
Data-driven partially observable dynamic processes using adaptive dynamic programming.
ADPRL
Xiangnan Zhong, Zhen Ni, Yufei Tang, Haibo He
2014 B conf
Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system.
IJCNN
Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao
2014 C conf
Experimental studies on indoor sign recognition and classification.
CIDM
Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang
2014 B conf
Frequency control using on-line learning method for island smart grid with EVs and PVs.
IJCNN
Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng, Haibo He
2014 B conf
Hybrid classification with partial models.
IJCNN
Bo Tang, Quan Ding, Haibo He, Steven Kay
2014 J jnl
Imbalanced evolving self-organizing learning.
Neurocomputing
Qiao Cai, Haibo He, Hong Man
2014 — conf
Impact of signal transmission delays on power system damping control using heuristic dynamic programming.
CIASG
Yufei Tang, Xiangnan Zhong, Zhen Ni, Jun Yan, Haibo He
2014 J jnl
Integrated Security Analysis on Cascading Failure in Complex Networks.
IEEE Trans. Inf. Forensics Secur.
Jun Yan, Haibo He, Yan Sun
2014 J jnl
Intelligence for Embedded Systems: A Methodological Approach [Book Review].
IEEE Comput. Intell. Mag.
Haibo He
2014 J jnl
Kernel-Based Approximate Dynamic Programming for Real-Time Online Learning Control: An Experimental Study.
IEEE Trans. Control. Syst. Technol.
Xin Xu, Chuanqiang Lian, Lei Zuo, Haibo He
2014 J jnl
Learning Race from Face: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Siyao Fu, Haibo He, Zeng-Guang Hou
2014 B conf
Learning and modeling big data.
ESANN
Barbara Hammer, Haibo He, Thomas Martinetz
2014 — conf
Multi-machine power system control based on dual heuristic dynamic programming.
CIASG
Zhen Ni, Yufei Tang, Haibo He, Jinyu Wen
2014 B conf
Online learning control based on projected gradient temporal difference and advanced heuristic dynamic programming.
IJCNN
Jian Fu, Sujuan Wei, Haibo He, Shengyong Wang
2014 J jnl
Optimal Control for Unknown Discrete-Time Nonlinear Markov Jump Systems Using Adaptive Dynamic Programming.
IEEE Trans. Neural Networks Learn. Syst.
Xiangnan Zhong, Haibo He, Huaguang Zhang, Zhanshan Wang
2014 J jnl
Reactive power control of grid-connected wind farm based on adaptive dynamic programming.
Neurocomputing
Yufei Tang, Haibo He, Zhen Ni, Jinyu Wen, Xianchao Sui
2014 J jnl
Resilience Analysis of Power Grids Under the Sequential Attack.
IEEE Trans. Inf. Forensics Secur.
Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He
2014 J jnl
Revealing Cascading Failure Vulnerability in Power Grids Using Risk-Graph.
IEEE Trans. Parallel Distributed Syst.
Yihai Zhu, Jun Yan, Yan Sun, Haibo He
2014 J jnl
Sparse-Representation-Based Classification with Structure-Preserving Dimension Reduction.
Cogn. Comput.
Jin Xu, Guang Yang, Yafeng Yin, Hong Man, Haibo He
2014 — conf
The sequential attack against power grid networks.
ICC
Yihai Zhu, Jun Yan, Yufei Tang, Yan Sun, Haibo He
2013 J jnl
A New Discrete-Continuous Algorithm for Radial Basis Function Networks Construction.
IEEE Trans. Neural Networks Learn. Syst.
Long Zhang, Kang Li, Haibo He, George W. Irwin
2013 J jnl
Adaptive Learning in Tracking Control Based on the Dual Critic Network Design.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Ni, Haibo He, Jinyu Wen
2013 — conf
Adaptive control for an HVDC transmission link with FACTS and a wind farm.
ISGT
Yufei Tang, Haibo He, Jinyu Wen
2013 — conf
Comparative study between HDP and PSS on DFIG damping control.
CIASG
Yufei Tang, Haibo He, Jinyu Wen
2013 J jnl
Ensemble learning for wind profile prediction with missing values.
Neural Comput. Appl.
Haibo He, Yuan Cao, Yi Cao, Jinyu Wen
2013 J jnl
Goal Representation Heuristic Dynamic Programming on Maze Navigation.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Ni, Haibo He, Jinyu Wen, Xin Xu
2013 J jnl
Guest Editorial Special Section on Computational Intelligence Applications in Smart Grid.
IEEE Trans. Smart Grid
Ganesh Kumar Venayagamoorthy, Jung-Wook Park, Komla A. Folly, Haibo He
2013 J jnl
Heuristic dynamic programming with internal goal representation.
Soft Comput.
Zhen Ni, Haibo He
2013 — conf
Improving the performance of a neural-machine interface for prosthetic legs using adaptive pattern classifiers.
EMBC
Lin Du, Fan Zhang, Haibo He, He Huang
2013 — conf
L 1 Graph Based on Sparse Coding for Feature Selection.
ISNN (1)
Jin Xu, Guang Yang, Hong Man, Haibo He
2013 J jnl
Multi-Contingency Cascading Analysis of Smart Grid Based on Self-Organizing Map.
IEEE Trans. Inf. Forensics Secur.
Jun Yan, Yihai Zhu, Haibo He, Yan Sun
2013 J jnl
Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines.
IEEE Trans. Neural Networks Learn. Syst.
Xin Xu, Zhongsheng Hou, Chuanqiang Lian, Haibo He
2013 J jnl
Optimized Control of DFIG-Based Wind Generation Using Sensitivity Analysis and Particle Swarm Optimization.
IEEE Trans. Smart Grid
Yufei Tang, Ping Ju, Haibo He, Chuan Qin, Feng Wu
2013 — conf
Real-time tracking on adaptive critic design with uniformly ultimately bounded condition.
ADPRL
Zhen Ni, Xiao Fang, Haibo He, Dongbin Zhao, Xin Xu
2013 — conf
Revealing temporal features of attacks against smart grid.
ISGT
Jun Yan, Yihai Zhu, Haibo He, Yan Sun
2013 B conf
Robust controller design of continuous-time nonlinear system using neural network.
IJCNN
Xiangnan Zhong, Haibo He, Danil V. Prokhorov
2013 J jnl
Spatial outlier detection based on iterative self-organizing learning model.
Neurocomputing
Qiao Cai, Haibo He, Hong Man
2013 J jnl
Special Issue Editorial: Computational Intelligence and Applications.
Cogn. Comput.
Zhigang Zeng, Haibo He
2012 — conf
A Folded Neural Network Autoencoder for Dimensionality Reduction.
INNS-WC
Jing Wang, Haibo He, Danil V. Prokhorov
2012 J jnl
A Fully Decentralized Multi-Agent System for Intelligent Restoration of Power Distribution Network Incorporating Distributed Generations [Application Notes].
IEEE Comput. Intell. Mag.
Hengxuan Li, Haishun Sun, Jinyu Wen, Shijie Cheng, Haibo He
2012 — conf
A Hierarchical Neural Network Architecture for Classification.
ISNN (1)
Jing Wang, Haibo He, Yuan Cao, Jin Xu, Dongbin Zhao
2012 — conf
A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning.
ISNN (1)
Jian Fu, Haibo He, Huiying Li, Qing Liu
2012 J jnl
A New Web Home for the IEEE CIS [Society Briefs].
IEEE Comput. Intell. Mag.
Haibo He
2012 J jnl
A three-network architecture for on-line learning and optimization based on adaptive dynamic programming.
Neurocomputing
Haibo He, Zhen Ni, Jian Fu
2012 J jnl
DCPE co-training for classification.
Neurocomputing
Jin Xu, Haibo He, Hong Man
2012 B conf
Feature selection based on sparse imputation.
IJCNN
Jin Xu, Yafeng Yin, Hong Man, Haibo He
2012 J jnl
Intelligent computing and applications (LSMS and ICSEE 2010).
Neural Comput. Appl.
Kang Li, Haibo He, Qun Niu
2012 B conf
Load distribution vector based attack strategies against power grid systems.
GLOBECOM
Yihai Zhu, Yan Sun, Haibo He
2012 B conf
Neural and fuzzy dynamic programming for under-actuated systems.
IJCNN
Dongbin Zhao, Yuanheng Zhu, Haibo He
2012 B conf
Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming.
IJCNN
Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov
2012 J jnl
SOMKE: Kernel Density Estimation Over Data Streams by Sequences of Self-Organizing Maps.
IEEE Trans. Neural Networks Learn. Syst.
Yuan Cao, Haibo He, Hong Man
2012 J jnl
SSC: A Classifier Combination Method Based on Signal Strength.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He, Yuan Cao
2011 J jnl
Adaptive Learning and Control for MIMO System Based on Adaptive Dynamic Programming.
IEEE Trans. Neural Networks
Jian Fu, Haibo He, Xinmin Zhou
2011 — conf
Adaptive dynamic programming with balanced weights seeking strategy.
ADPRL
Jian Fu, Haibo He, Zhen Ni
2011 J jnl
Advances in Knowledge Discovery and Data Analysis for Artificial Intelligence.
J. Exp. Theor. Artif. Intell.
Haibo He, Ping Li, Hongwei Wang
2011 — ed.
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part I
ISNN (1)
Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He
2011 — ed.
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part II
ISNN (2)
Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He
2011 — ed.
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part III
ISNN (3)
Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He
2011 — conf
An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control.
ISNN (3)
Jian Fu, Haibo He, Qing Liu, Zhen Ni
2011 B conf
An online actor-critic learning approach with Levenberg-Marquardt algorithm.
IJCNN
Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu
2011 B conf
Hybrid learning based on Multiple Self-Organizing Maps and Genetic Algorithm.
IJCNN
Qiao Cai, Haibo He, Hong Man
2011 J jnl
Incremental Learning From Stream Data.
IEEE Trans. Neural Networks
Haibo He, Sheng Chen, Kang Li, Xin Xu
2011 — conf
Kernel density estimation with stream data based on self-organizing map.
EAIS
Haibo He, Yuan Cao
2011 J jnl
LIFT: A new framework of learning from testing data for face recognition.
Neurocomputing
Yuan Cao, Haibo He, He (Helen) Huang
2011 B conf
Risk-Aware Attacks and Catastrophic Cascading Failures in U.S. Power Grid.
GLOBECOM
Wenkai Wang, Qiao Cai, Yan Sun, Haibo He
2011 J jnl
Special Issue on Computational Intelligence in Smart Grid [Guest Editorial].
IEEE Comput. Intell. Mag.
Haibo He, Andrew Kusiak
2011 J jnl
Towards incremental learning of nonstationary imbalanced data stream: a multiple selectively recursive approach.
Evol. Syst.
Sheng Chen, Haibo He
2010 — conf
A hierarchical learning architecture with multiple-goal representations based on adaptive dynamic programming.
ICNSC
Haibo He, Bo Liu
2010 B conf
An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning.
IJCNN
Qiao Cai, Sheng Chen, Xiaochen Li, Nansai Hu, Haibo He, Yu-Dong Yao, Joseph Mitola III
2010 J jnl
Compact Extreme Learning Machines for biological systems.
Int. J. Comput. Biol. Drug Des.
Kang Li, Jing Deng, Haibo He, Dajun Du
2010 B conf
DCPE co-training: Co-training based on diversity of class probability estimation.
IJCNN
Jin Xu, Haibo He, Hong Man
2010 — conf
IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection.
ISNN (1)
Qiao Cai, Haibo He, Hong Man, Jianlong Qiu
2010 B conf
MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining.
IJCNN
Sheng Chen, Haibo He, Kang Li, Sachi Desai
2010 J jnl
RAMOBoost: ranked minority oversampling in boosting.
IEEE Trans. Neural Networks
Sheng Chen, Haibo He, Edwardo A. Garcia
2010 J jnl
Redundancy Estimation and Adaptive Density Control in Wireless Sensor Networks.
Ad Hoc Sens. Wirel. Networks
Renita Machado, Haibo He, Guiling Wang, Sirin Tekinay
2010 B conf
Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels.
IJCNN
Xiaochen Li, Haibo He, Yu-Dong Yao
2010 J jnl
Special Issue Editorial: Advances in Computational Intelligence and Applications.
Cogn. Comput.
Zhigang Zeng, Haibo He
2010 B conf
Toward a Smart Grid: Integration of computational intelligence into Power Grid.
IJCNN
Haibo He
2010 — conf
Two-time-scale online actor-critic paradigm driven by POMDP.
ICNSC
Bo Liu, Haibo He, Daniel W. Repperger
2009 — conf
A General-Purpose FPGA-Based Reconfigurable Platform for Video and Image Processing.
ISNN (3)
Jie Li, Haibo He, Hong Man, Sachi Desai
2009 B conf
A novel portfolio optimization method for foreign currency investment.
IJCNN
Yuan Cao, Haibo He, Rajarathnam Chandramouli
2009 — ed.
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part I
ISNN (1)
Wen Yu, Haibo He, Nian Zhang
2009 — ed.
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part II
ISNN (2)
Wen Yu, Haibo He, Nian Zhang
2009 — ed.
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part III
ISNN (3)
Wen Yu, Haibo He, Nian Zhang
2009 B conf
DensityRank: A novel feature ranking method based on kernel estimation.
IJCNN
Yuan Cao, Haibo He, Xiaoping Shen
2009 J jnl
Learning from Imbalanced Data.
IEEE Trans. Knowl. Data Eng.
Haibo He, Edwardo A. Garcia
2009 B conf
SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining.
IJCNN
Sheng Chen, Haibo He
2009 B conf
SOMSO: A self-organizing map approach for spatial outlier detection with multiple attributes.
IJCNN
Qiao Cai, Haibo He, Hong Man
2009 J jnl
Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization.
IEEE Trans. Neural Networks
Janusz A. Starzyk, Haibo He
2008 — conf
A Boost Voting Strategy for Knowledge Integration and Decision Making.
ISNN (1)
Haibo He, Yuan Cao, Jinyu Wen, Shijie Cheng
2008 B conf
ADASYN: Adaptive synthetic sampling approach for imbalanced learning.
IJCNN
Haibo He, Yang Bai, Edwardo A. Garcia, Shutao Li
2008 J jnl
Editorial to Special Issue: Neural networks for pattern recognition and data mining.
Soft Comput.
Zeng-Guang Hou, Marios M. Polycarpou, Haibo He
2008 J jnl
Fuzzy Modeling and Fuzzy Control [Book Review].
IEEE Comput. Intell. Mag.
Haibo He
2008 J jnl
IMORL: Incremental Multiple-Object Recognition and Localization.
IEEE Trans. Neural Networks
Haibo He, Sheng Chen
2008 B conf
Learning from testing data: A new view of incremental semi-supervised learning.
IJCNN
Yuan Cao, Haibo He
2008 J jnl
Special issue on life system modeling and bio-inspired computing for LSMS 2007.
Appl. Math. Comput.
Sunan Huang, Haibo He, Kang Li
2007 — conf
A Hierarchical Self-organizing Associative Memory for Machine Learning.
ISNN (1)
Janusz A. Starzyk, Haibo He, Yue Li
2007 — conf
A Multiscale Probability Model for Intrusion Detection Systems.
MLMTA
Xiaoping Shen, Haibo He
2007 — conf
A Note on Orthogonality of The Finite Element Multiwavelets.
CSC
Xiaoping Shen, Haibo He, Gilbert G. Walter
2007 J jnl
A Novel Low-Power Logic Circuit Design Scheme.
IEEE Trans. Circuits Syst. II Express Briefs
Janusz A. Starzyk, Haibo He
2007 Misc conf
A Ranked Subspace Learning Method for Gene Expression Data Classification.
IC-AI
Haibo He, Xiaoping Shen
2007 B conf
Adaptive Iterative Learning for Classification based on Feature Selection and Combination Voting.
IJCNN
Haibo He, Xiaoping Shen
2007 J jnl
Anticipation-Based Temporal Sequences Learning in Hierarchical Structure.
IEEE Trans. Neural Networks
Janusz A. Starzyk, Haibo He
2007 B conf
Bootstrap Methods for Foreign Currency Exchange Rates Prediction.
IJCNN
Haibo He, Xiaoping Shen
2007 — conf
Online Dynamic Value System for Machine Learning.
ISNN (1)
Haibo He, Janusz A. Starzyk
2007 J jnl
Self-organizing learning array and its application to economic and financial problems.
Inf. Sci.
Zhineng Zhu, Haibo He, Janusz A. Starzyk, C. Tseng
2005 — conf
Optimized Interconnections in Probabilistic Self-Organizing Learning.
Artificial Intelligence and Applications
Janusz A. Starzyk, Mingwei Ding, Haibo He