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2020 – today
- 2025
[j259]Hao Li, Xiaohai He, Shuhua Xiong, Haibo He, Honggang Chen:
A compressed video quality enhancement algorithm based on CNN and transformer hybrid network. J. Supercomput. 81(1): 144 (2025)- 2024
- [j258]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:
vEpiNet: A multimodal interictal epileptiform discharge detection method based on video and electroencephalogram data. Neural Networks 175: 106319 (2024) - [j257]Hepeng Li
, Haibo He:
Multiagent Trust Region Policy Optimization. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12873-12887 (2024) - 2023
- [j256]Lusi Li, Zhiqiang Wan, Haibo He:
Incomplete Multi-View Clustering With Joint Partition and Graph Learning. IEEE Trans. Knowl. Data Eng. 35(1): 589-602 (2023) - [c121]Lusi Li, Haibo He:
Bipartite Graph based Multi-view Clustering (Extended Abstract). ICDE 2023: 3889-3890 - [c120]Hepeng Li, Xiangnan Zhong, Haibo He:
An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning. IJCNN 2023: 1-8 - [c119]Zhenhua Wang, Hepeng Li, Haibo He, Yan Sun:
Robust Distributed Finite-time Secondary Frequency Control of Islanded AC Microgrids With Event-Triggered Mechanism. ISGT 2023: 1-5 - 2022
- [j255]Cheng Hu, Haibo He, Haijun Jiang:
Edge-Based Adaptive Distributed Method for Synchronization of Intermittently Coupled Spatiotemporal Networks. IEEE Trans. Autom. Control. 67(5): 2597-2604 (2022) - [j254]Jiachen Zhao, Lusi Li, Fang Deng, Haibo He, Jie Chen:
Discriminant Geometrical and Statistical Alignment With Density Peaks for Domain Adaptation. IEEE Trans. Cybern. 52(2): 1193-1206 (2022) - [j253]Mingyang Zhang, Maoguo Gong, Haibo He, Shengqi Zhu:
Symmetric All Convolutional Neural-Network-Based Unsupervised Feature Extraction for Hyperspectral Images Classification. IEEE Trans. Cybern. 52(5): 2981-2993 (2022) - [j252]Jinlin Sun, Haibo He, Jianqiang Yi, Zhiqiang Pu:
Finite-Time Command-Filtered Composite Adaptive Neural Control of Uncertain Nonlinear Systems. IEEE Trans. Cybern. 52(7): 6809-6821 (2022) - [j251]He Jiang, Haibo He:
Learning From Negative Links. IEEE Trans. Cybern. 52(8): 8481-8492 (2022) - [j250]Lusi Li, Haibo He:
Bipartite Graph Based Multi-View Clustering. IEEE Trans. Knowl. Data Eng. 34(7): 3111-3125 (2022) - [j249]Hepeng Li, Haibo He:
Learning to Operate Distribution Networks With Safe Deep Reinforcement Learning. IEEE Trans. Smart Grid 13(3): 1860-1872 (2022) - [c118]Hepeng Li, Nicholas Clavette, Haibo He:
An Analytical Update Rule for General Policy Optimization. ICML 2022: 12696-12716 - [c117]Zhenhua Wang, William Danilczyk, Hepeng Li, Haibo He, Yan Lindsay Sun:
Resilient Predictor-Based Load Frequency Control for Multi-Region Power Systems Under DoS Attacks. ISGT 2022: 1-5 - 2021
- [j248]Haibo He, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(1): 18-20 (2021) - [j247]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(2): 11-76 (2021) - [j246]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(3): 5-7, 94 (2021) - [j245]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(4): 14-16 (2021) - [j244]Chengzhi Yuan, Paolo Stegagno, Haibo He, Wei Ren:
Cooperative Adaptive Containment Control With Parameter Convergence via Cooperative Finite-Time Excitation. IEEE Trans. Autom. Control. 66(11): 5612-5618 (2021) - [j243]Yuanheng Zhu, Dongbin Zhao, Haibo He:
Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors. IEEE Trans Autom. Sci. Eng. 18(3): 1097-1108 (2021) - [j242]Xiong Yang, Haibo He:
Decentralized Event-Triggered Control for a Class of Nonlinear-Interconnected Systems Using Reinforcement Learning. IEEE Trans. Cybern. 51(2): 635-648 (2021) - [j241]Jingting Zhang, Chengzhi Yuan, Paolo Stegagno, Haibo He, Cong Wang:
Small Fault Detection of Discrete-Time Nonlinear Uncertain Systems. IEEE Trans. Cybern. 51(2): 750-764 (2021) - [j240]Qinglai Wei, Hongyang Li, Xiong Yang, Haibo He:
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems. IEEE Trans. Cybern. 51(5): 2372-2383 (2021) - [j239]Xiong Yang, Haibo He, Xiangnan Zhong:
Approximate Dynamic Programming for Nonlinear-Constrained Optimizations. IEEE Trans. Cybern. 51(5): 2419-2432 (2021) - [j238]Leimin Wang, Haibo He, Zhigang Zeng, Ming-Feng Ge:
Model-Independent Formation Tracking of Multiple Euler-Lagrange Systems via Bounded Inputs. IEEE Trans. Cybern. 51(5): 2813-2823 (2021) - [j237]Cheng Hu, Haibo He, Haijun Jiang:
Fixed/Preassigned-Time Synchronization of Complex Networks via Improving Fixed-Time Stability. IEEE Trans. Cybern. 51(6): 2882-2892 (2021) - [j236]Jian Liu, Yao Yu, Haibo He, Changyin Sun:
Team-Triggered Practical Fixed-Time Consensus of Double-Integrator Agents With Uncertain Disturbance. IEEE Trans. Cybern. 51(6): 3263-3272 (2021) - [j235]Lusi Li, Zhiqiang Wan, Haibo He:
Dual Alignment for Partial Domain Adaptation. IEEE Trans. Cybern. 51(7): 3404-3416 (2021) - [j234]Xiong Yang, Haibo He:
Event-Driven H∞-Constrained Control Using Adaptive Critic Learning. IEEE Trans. Cybern. 51(10): 4860-4872 (2021) - [j233]Guiyang Luo, Hui Zhang, Haibo He, Jinglin Li, Fei-Yue Wang:
Multiagent Adversarial Collaborative Learning via Mean-Field Theory. IEEE Trans. Cybern. 51(10): 4994-5007 (2021) - [j232]Housheng Su, Jinhe Chen, Xia Chen, Haibo He:
Adaptive Observer-Based Output Regulation of Multiagent Systems With Communication Constraints. IEEE Trans. Cybern. 51(11): 5259-5268 (2021) - [j231]Leimin Wang, Haibo He, Zhigang Zeng:
Intermittent Stabilization of Fuzzy Competitive Neural Networks With Reaction Diffusions. IEEE Trans. Fuzzy Syst. 29(8): 2361-2372 (2021) - [j230]Jiachen Zhao, Fang Deng, Haibo He, Jie Chen:
Local Domain Adaptation for Cross-Domain Activity Recognition. IEEE Trans. Hum. Mach. Syst. 51(1): 12-21 (2021) - [j229]Zhenhua Wang, Haibo He, Zhiqiang Wan, Yan Sun:
Coordinated Topology Attacks in Smart Grid Using Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 17(2): 1407-1415 (2021) - [j228]Jie Li, Hongli He, Haibo He, Lusi Li, Yi Xiang:
An End-to-End Framework With Multisource Monitoring Data for Bridge Health Anomaly Identification. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - [j227]Hui Zhang, Guiyang Luo, Yonglin Tian, Kunfeng Wang, Haibo He, Fei-Yue Wang:
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes. IEEE Trans. Intell. Transp. Syst. 22(2): 863-875 (2021) - [j226]Haibo He:
Editorial: Staying Healthy and Strong Together. IEEE Trans. Neural Networks Learn. Syst. 32(1): 2-3 (2021) - [j225]Haibo He:
Farewell Editorial A Heartfelt Thank You and Looking Into the New Era of TNNLS. IEEE Trans. Neural Networks Learn. Syst. 32(12): 5262-5263 (2021) - [j224]Jianyu Zhou, Mengxuan Shi, Xia Chen, Yin Chen, Jinyu Wen, Haibo He:
A Cascaded Distributed Control Framework in DC Microgrids. IEEE Trans. Smart Grid 12(1): 205-214 (2021) - [j223]Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, Haibo He:
Frequency Restoration and Oscillation Damping of Distributed VSGs in Microgrid With Low Bandwidth Communication. IEEE Trans. Smart Grid 12(2): 1011-1021 (2021) - [j222]Hang Shuai, Haibo He:
Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model. IEEE Trans. Smart Grid 12(2): 1073-1087 (2021) - [j221]Zhengxin Wang, Haibo He, Guo-Ping Jiang, Jinde Cao:
Quasi-Synchronization in Heterogeneous Harmonic Oscillators With Continuous and Sampled Coupling. IEEE Trans. Syst. Man Cybern. Syst. 51(2): 1267-1277 (2021) - [j220]Xiaodong Yang, Haibo He, Jie Li, Youbing Zhang:
Toward Optimal Risk-Averse Configuration for HESS With CGANs-Based PV Scenario Generation. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1779-1793 (2021) - [j219]Housheng Su, Yanyan Ye, Xia Chen, Haibo He:
Necessary and Sufficient Conditions for Consensus in Fractional-Order Multiagent Systems via Sampled Data Over Directed Graph. IEEE Trans. Syst. Man Cybern. Syst. 51(4): 2501-2511 (2021) - [j218]Aijuan Wang, Haibo He, Xiaofeng Liao:
Event-Triggered Privacy-Preserving Average Consensus for Multiagent Networks With Time Delay: An Output Mask Approach. IEEE Trans. Syst. Man Cybern. Syst. 51(7): 4520-4531 (2021) - [j217]Jun Yi, Ling Wu, Wei Zhou, Haibo He, Lizhong Yao:
A Sparse Dimensionality Reduction Approach Based on False Nearest Neighbors for Nonlinear Fault Detection. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 4980-4992 (2021) - [j216]Yingjiang Zhou, Haibo He, Changyin Sun:
Fully Distributed Finite-Time Consensus of Directed Multiquadcopter Systems via Pinning Control. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 5080-5089 (2021) - [j215]Lusi Li, He Jiang, Haibo He:
Deep Transfer Cooperative Sensing in Cognitive Radio. IEEE Wirel. Commun. Lett. 10(6): 1354-1358 (2021) - [c116]He Jiang, Lusi Li, Zhenhua Wang, Haibo He:
Graph Neural Network Based Interference Estimation for Device-to-Device Wireless Communications. IJCNN 2021: 1-7 - [c115]Lusi Li, He Jiang, Haibo He:
Graph-based Multi-view Learning for Cooperative Spectrum Sensing. IJCNN 2021: 1-7 - [c114]Hepeng Li, Zhenhua Wang, Haibo He:
Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning. IJCNN 2021: 1-7 - [c113]Xiangnan Zhong, Haibo He:
A Reinforcement Learning-Based Control Approach for Unknown Nonlinear Systems with Persistent Adversarial Inputs. IJCNN 2021: 1-8 - [c112]Zhenhua Wang, He Jiang, Haibo He, Yan Lindsay Sun:
Distributed Finite-Time Secondary Control for AC Microgrids With Mobile Power Resource and Communication Time-delays. ISGT 2021: 1-5 - [c111]Lusi Li, Laura Slayton, Hepeng Li, Haibo He:
Multi-view Semi-Supervised Learning for Cooperative Spectrum Sensing. SSCI 2021: 1-7 - [c110]Hepeng Li, Zhenhua Wang, Lusi Li, Haibo He:
Online Microgrid Energy Management Based on Safe Deep Reinforcement Learning. SSCI 2021: 1-8 - [i16]Hepeng Li, Nicholas Clavette, Haibo He:
An Analytical Update Rule for General Policy Optimization. CoRR abs/2112.02045 (2021) - 2020
- [j214]Cheng Hu, Haibo He, Haijun Jiang:
Synchronization of complex-valued dynamic networks with intermittently adaptive coupling: A direct error method. Autom. 112 (2020) - [j213]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 15(1): 19-21 (2020) - [j212]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 15(2): 11-13 (2020) - [j211]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 15(3): 12-14 (2020) - [j210]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 15(4): 5-7 (2020) - [j209]Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu, Haibo He:
Topical network embedding. Data Min. Knowl. Discov. 34(1): 75-100 (2020) - [j208]Hui Zhang, Danqing Kang, Haibo He, Fei-Yue Wang:
APLNet: Attention-enhanced progressive learning network. Neurocomputing 371: 166-176 (2020) - [j207]Yudi Zhao, Kuangrong Hao, Haibo He, Xue-Song Tang, Bing Wei:
A visual long-short-term memory based integrated CNN model for fabric defect image classification. Neurocomputing 380: 259-270 (2020) - [j206]Yu Liu, Jianbing Shen, Haibo He:
Multi-attention deep reinforcement learning and re-ranking for vehicle re-identification. Neurocomputing 414: 27-35 (2020) - [j205]Bing Wei, Haibo He, Kuangrong Hao, Lei Gao, Xue-Song Tang:
Visual interaction networks: A novel bio-inspired computational model for image classification. Neural Networks 130: 100-110 (2020) - [j204]Hong Huang, Zhengying Li, Haibo He, Yule Duan, Song Yang:
Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery. Pattern Recognit. 107: 107487 (2020) - [j203]Bo Tang, Haibo He, Song Zhang:
MCENN: A variant of extended nearest neighbor method for pattern recognition. Pattern Recognit. Lett. 133: 116-122 (2020) - [j202]Shiyan Hu, Xin Li, Haibo He, Shuguang Cui, Manish Parashar:
Big Data for Cyber-Physical Systems. IEEE Trans. Big Data 6(4): 606-608 (2020) - [j201]Zhiqiang Wan, Chao Jiang, Muhammad Fahad, Zhen Ni, Yi Guo, Haibo He:
Robot-Assisted Pedestrian Regulation Based on Deep Reinforcement Learning. IEEE Trans. Cybern. 50(4): 1669-1682 (2020) - [j200]Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo:
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-Spectral Manifold Learning. IEEE Trans. Cybern. 50(6): 2604-2616 (2020) - [j199]Leimin Wang, Haibo He, Zhigang Zeng, Cheng Hu:
Global Stabilization of Fuzzy Memristor-Based Reaction-Diffusion Neural Networks. IEEE Trans. Cybern. 50(11): 4658-4669 (2020) - [j198]Jun Yi, Junren Bai, Haibo He, Wei Zhou, Lizhong Yao:
A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties. IEEE Trans. Evol. Comput. 24(5): 908-922 (2020) - [j197]Xiao-Kang Liu, He Jiang, Yan-Wu Wang, Haibo He:
A Distributed Iterative Learning Framework for DC Microgrids: Current Sharing and Voltage Regulation. IEEE Trans. Emerg. Top. Comput. Intell. 4(2): 119-129 (2020) - [j196]Chao Jiang, Zhen Ni, Yi Guo, Haibo He:
Pedestrian Flow Optimization to Reduce the Risk of Crowd Disasters Through Human-Robot Interaction. IEEE Trans. Emerg. Top. Comput. Intell. 4(3): 298-311 (2020) - [j195]Leimin Wang, Haibo He, Zhigang Zeng:
Global Synchronization of Fuzzy Memristive Neural Networks With Discrete and Distributed Delays. IEEE Trans. Fuzzy Syst. 28(9): 2022-2034 (2020) - [j194]Hong Huang, Yule Duan, Haibo He, Guangyao Shi:
Local Linear Spatial-Spectral Probabilistic Distribution for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(2): 1259-1272 (2020) - [j193]Xia Chen, Mengxuan Shi, Jianyu Zhou, Yin Chen, Wenping Zuo, Jinyu Wen, Haibo He:
Distributed Cooperative Control of Multiple Hybrid Energy Storage Systems in a DC Microgrid Using Consensus Protocol. IEEE Trans. Ind. Electron. 67(3): 1968-1979 (2020) - [j192]Zhengxin Wang, Haibo He, Guo-Ping Jiang, Jinde Cao:
Distributed Tracking in Heterogeneous Networks With Asynchronous Sampled-Data Control. IEEE Trans. Ind. Informatics 16(12): 7381-7391 (2020) - [j191]Yuanheng Zhu, Haibo He, Dongbin Zhao:
LMI-Based Synthesis of String-Stable Controller for Cooperative Adaptive Cruise Control. IEEE Trans. Intell. Transp. Syst. 21(11): 4516-4525 (2020) - [j190]Lusi Li, Haibo He, Jie Li:
Entropy-based Sampling Approaches for Multi-Class Imbalanced Problems. IEEE Trans. Knowl. Data Eng. 32(11): 2159-2170 (2020) - [j189]Haibo He:
Editorial: Another Successful Year and Looking Forward to 2020. IEEE Trans. Neural Networks Learn. Syst. 31(1): 2-3 (2020) - [j188]Chaoxu Mu, Yong Zhang, Hongjie Jia, Haibo He:
Energy-Storage-Based Intelligent Frequency Control of Microgrid With Stochastic Model Uncertainties. IEEE Trans. Smart Grid 11(2): 1748-1758 (2020) - [j187]Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, Haibo He:
Distributed Optimal Control of Energy Storages in a DC Microgrid With Communication Delay. IEEE Trans. Smart Grid 11(3): 2033-2042 (2020) - [j186]Fanrong Wei, Zhiqiang Wan, Haibo He, Xiangning Lin, Yuanzheng Li:
A Novel Scheduling Strategy for Controllable Loads With Power-Efficiency Characteristics. IEEE Trans. Smart Grid 11(3): 2151-2161 (2020) - [j185]Hepeng Li, Zhiqiang Wan, Haibo He:
Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning. IEEE Trans. Smart Grid 11(3): 2427-2439 (2020) - [j184]Fanrong Wei, Zhiqiang Wan, Haibo He:
Cyber-Attack Recovery Strategy for Smart Grid Based on Deep Reinforcement Learning. IEEE Trans. Smart Grid 11(3): 2476-2486 (2020) - [j183]Fanrong Wei, Zhiqiang Wan, Haibo He, Xiangning Lin:
Ultrafast Active Response Strategy against Malfunction Attack on Fault Current Limiter. IEEE Trans. Smart Grid 11(3): 2722-2733 (2020) - [j182]Jianyu Zhou, Mengxuan Shi, Yin Chen, Xia Chen, Jinyu Wen, Haibo He:
A Novel Secondary Optimal Control for Multiple Battery Energy Storages in a DC Microgrid. IEEE Trans. Smart Grid 11(5): 3716-3725 (2020) - [j181]Hepeng Li, Zhiqiang Wan, Haibo He:
Real-Time Residential Demand Response. IEEE Trans. Smart Grid 11(5): 4144-4154 (2020) - [j180]Xiaodong Yang, Guofeng Wang, Haibo He, Junjie Lu, Youbing Zhang:
Automated Demand Response Framework in ELNs: Decentralized Scheduling and Smart Contract. IEEE Trans. Syst. Man Cybern. Syst. 50(1): 58-72 (2020) - [j179]Xiangnan Zhong, Haibo He:
GrHDP Solution for Optimal Consensus Control of Multiagent Discrete-Time Systems. IEEE Trans. Syst. Man Cybern. Syst. 50(7): 2362-2374 (2020) - [j178]Zhengxin Wang, Haibo He:
Asynchronous Quasi-Consensus of Heterogeneous Multiagent Systems With Nonuniform Input Delays. IEEE Trans. Syst. Man Cybern. Syst. 50(8): 2815-2827 (2020) - [j177]Xiong Yang, Haibo He:
Adaptive Dynamic Programming for Decentralized Stabilization of Uncertain Nonlinear Large-Scale Systems With Mismatched Interconnections. IEEE Trans. Syst. Man Cybern. Syst. 50(8): 2870-2882 (2020) - [j176]Xiong Yang, Haibo He:
Event-Triggered Robust Stabilization of Nonlinear Input-Constrained Systems Using Single Network Adaptive Critic Designs. IEEE Trans. Syst. Man Cybern. Syst. 50(9): 3145-3157 (2020) - [j175]Yuanda Wang, Jia Sun, Haibo He, Changyin Sun:
Deterministic Policy Gradient With Integral Compensator for Robust Quadrotor Control. IEEE Trans. Syst. Man Cybern. Syst. 50(10): 3713-3725 (2020) - [j174]Yuanheng Zhu, Dongbin Zhao, Haibo He:
Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 3959-3971 (2020) - [j173]Xiong Yang, Haibo He:
Adaptive Critic Learning and Experience Replay for Decentralized Event-Triggered Control of Nonlinear Interconnected Systems. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4043-4055 (2020) - [j172]Yuanheng Zhu, Dongbin Zhao, Haibo He:
Synthesis of Cooperative Adaptive Cruise Control With Feedforward Strategies. IEEE Trans. Veh. Technol. 69(4): 3615-3627 (2020) - [c109]Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi:
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. AAAI 2020: 1292-1299 - [c108]He Jiang, Lusi Li, Haibo He, Lingjia Liu:
Evolutionary Search for Energy-Efficient Distributed Cooperative Spectrum Sensing. ICNC 2020: 567-571 - [c107]He Jiang, Haibo He, Lingjia Liu:
Dynamic Spectrum Access for Femtocell Networks: A Graph Neural Network Based Learning Approach. ICNC 2020: 927-931 - [c106]Jia Liu, Wenhua Zhang, Maoguo Gong, Haibo He:
Nucleus Neural Network: A Data-driven Self-organized Architecture. IJCNN 2020: 1-8 - [c105]Zhiqiang Wan, Lusi Li, Hepeng Li, Haibo He, Zhen Ni:
One-Shot Unsupervised Domain Adaptation for Object Detection. IJCNN 2020: 1-8 - [c104]Jiachen Zhao, Yongling Li, Haibo He, Fang Deng:
One-step Predictive Encoder - Gaussian Segment Model for Time Series Anomaly Detection. IJCNN 2020: 1-7 - [c103]Xiangnan Zhong, Haibo He:
Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming. IJCNN 2020: 1-8 - [c102]Hepeng Li, Zhiqiang Wan, Haibo He:
A Deep Reinforcement Learning Based Approach for Home Energy Management System. ISGT 2020: 1-5 - [i15]Hang Shuai, Haibo He, Jinyu Wen:
Online Scheduling of a Residential Microgrid via Monte-Carlo Tree Search and a Learned Model. CoRR abs/2005.06161 (2020) - [i14]Hang Shuai, Haibo He:
AlphaZero Based Post-Storm Vehicle Routing for Distribution Grid Restoration. CoRR abs/2010.06764 (2020) - [i13]Hepeng Li, Haibo He:
Multi-Agent Trust Region Policy Optimization. CoRR abs/2010.07916 (2020)
2010 – 2019
- 2019
- [j171]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 14(1): 10-12 (2019) - [j170]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 14(2): 13-15 (2019) - [j169]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 14(3): 4-6 (2019) - [j168]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 14(4): 8-10 (2019) - [j167]Aijuan Wang, Xiaofeng Liao, Haibo He:
Event-triggered differentially private average consensus for multi-agent network. IEEE CAA J. Autom. Sinica 6(1): 75-83 (2019) - [j166]Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu:
Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach. IEEE Internet Things J. 6(2): 1938-1948 (2019) - [j165]Jia Liu, Maoguo Gong, Haibo He:
Deep associative neural network for associative memory based on unsupervised representation learning. Neural Networks 113: 41-53 (2019) - [j164]Guang Yang, Haibo He, Qian Chen:
Emotion-Semantic-Enhanced Neural Network. IEEE ACM Trans. Audio Speech Lang. Process. 27(3): 531-543 (2019) - [j163]Zhiqiang Wan, Haibo He:
AnswerNet: Learning to Answer Questions. IEEE Trans. Big Data 5(4): 540-549 (2019) - [j162]He Jiang, Haibo He:
Data-Driven Distributed Output Consensus Control for Partially Observable Multiagent Systems. IEEE Trans. Cybern. 49(3): 848-858 (2019) - [j161]Xiong Yang, Haibo He:
Adaptive Critic Designs for Event-Triggered Robust Control of Nonlinear Systems With Unknown Dynamics. IEEE Trans. Cybern. 49(6): 2255-2267 (2019) - [j160]Lu Dong, Jun Yan, Xin Yuan, Haibo He, Changyin Sun:
Functional Nonlinear Model Predictive Control Based on Adaptive Dynamic Programming. IEEE Trans. Cybern. 49(12): 4206-4218 (2019) - [j159]Jun Yi, Junren Bai, Haibo He, Jun Peng, Dedong Tang:
ar-MOEA: A Novel Preference-Based Dominance Relation for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 23(5): 788-802 (2019) - [j158]Guoqian Jiang, Haibo He, Jun Yan, Ping Xie:
Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox. IEEE Trans. Ind. Electron. 66(4): 3196-3207 (2019) - [j157]Xiaodong Yang, Youbing Zhang, Hangfei Wu, Haibo He:
An Event-Driven ADR Approach for Residential Energy Resources in Microgrids With Uncertainties. IEEE Trans. Ind. Electron. 66(7): 5275-5288 (2019) - [j156]Xia Chen, Mengxuan Shi, Jianyu Zhou, Wenping Zuo, Yin Chen, Jinyu Wen, Haibo He:
Consensus-Based Distributed Control for Photovoltaic-Battery Units in a DC Microgrid. IEEE Trans. Ind. Electron. 66(10): 7778-7787 (2019) - [j155]Jie Li, Haibo He, Lusi Li, Guorong Chen:
A Novel Generative Model With Bounded-GAN for Reliability Classification of Gear Safety. IEEE Trans. Ind. Electron. 66(11): 8772-8781 (2019) - [j154]Chengzhi Yuan, Haibo He, Cong Wang:
Cooperative Deterministic Learning-Based Formation Control for a Group of Nonlinear Uncertain Mechanical Systems. IEEE Trans. Ind. Informatics 15(1): 319-333 (2019) - [j153]Jun Yi, Shi Chen, Xiangnan Zhong, Wei Zhou, Haibo He:
Event-Triggered Globalized Dual Heuristic Programming and Its Application to Networked Control Systems. IEEE Trans. Ind. Informatics 15(3): 1383-1392 (2019) - [j152]Wei Zhou, Xiaoliang Li, Jun Yi, Haibo He:
A Novel UKF-RBF Method Based on Adaptive Noise Factor for Fault Diagnosis in Pumping Unit. IEEE Trans. Ind. Informatics 15(3): 1415-1424 (2019) - [j151]Jie Li, Song Liu, Haibo He, Lusi Li:
A Novel Framework for Gear Safety Factor Prediction. IEEE Trans. Ind. Informatics 15(4): 1998-2007 (2019) - [j150]Wei Zhou, Huachao Liu, Haibo He, Jun Yi, Taifu Li:
Neuro-Optimal Tracking Control for Continuous Stirred Tank Reactor With Input Constraints. IEEE Trans. Ind. Informatics 15(8): 4516-4524 (2019) - [j149]Xiaoxia Wang, Haibo He, Lusi Li:
A Hierarchical Deep Domain Adaptation Approach for Fault Diagnosis of Power Plant Thermal System. IEEE Trans. Ind. Informatics 15(9): 5139-5148 (2019) - [j148]Jie Li, Haibo He, Lusi Li:
CGAN-MBL for Reliability Assessment With Imbalanced Transmission Gear Data. IEEE Trans. Instrum. Meas. 68(9): 3173-3183 (2019) - [j147]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:
Editorial: Booming of Neural Networks and Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 30(1): 2-10 (2019) - [j146]Hang Shuai, Jiakun Fang, Xiaomeng Ai, Yufei Tang, Jinyu Wen, Haibo He:
Stochastic Optimization of Economic Dispatch for Microgrid Based on Approximate Dynamic Programming. IEEE Trans. Smart Grid 10(3): 2440-2452 (2019) - [j145]Yu Shen, Wei Yao, Jinyu Wen, Haibo He, Lin Jiang:
Resilient Wide-Area Damping Control Using GrHDP to Tolerate Communication Failures. IEEE Trans. Smart Grid 10(3): 2547-2557 (2019) - [j144]Xiaodong Yang, Youbing Zhang, Haibo He, Shuaijie Ren, Guoqing Weng:
Real-Time Demand Side Management for a Microgrid Considering Uncertainties. IEEE Trans. Smart Grid 10(3): 3401-3414 (2019) - [j143]Yipu Zhang, Xiaomeng Ai, Jinyu Wen, Jiakun Fang, Haibo He:
Data-Adaptive Robust Optimization Method for the Economic Dispatch of Active Distribution Networks. IEEE Trans. Smart Grid 10(4): 3791-3800 (2019) - [j142]Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, Haibo He:
Advanced Secondary Voltage Recovery Control for Multiple HESSs in a Droop-Controlled DC Microgrid. IEEE Trans. Smart Grid 10(4): 3828-3839 (2019) - [j141]Peng Zeng, Hepeng Li, Haibo He, Shuhui Li:
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning. IEEE Trans. Smart Grid 10(4): 4435-4445 (2019) - [j140]Zhiqiang Wan, Hepeng Li, Haibo He, Danil V. Prokhorov:
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning. IEEE Trans. Smart Grid 10(5): 5246-5257 (2019) - [j139]Xiaodong Yang, Haibo He, Youbing Zhang, Yu Chen, Guoqing Weng:
Interactive Energy Management for Enhancing Power Balances in Multi-Microgrids. IEEE Trans. Smart Grid 10(6): 6055-6069 (2019) - [j138]Zhenhua Huang, Xin Xu, Haibo He, Jun Tan, Zhenping Sun:
Parameterized Batch Reinforcement Learning for Longitudinal Control of Autonomous Land Vehicles. IEEE Trans. Syst. Man Cybern. Syst. 49(4): 730-741 (2019) - [j137]Chao Jiang, Zhen Ni, Yi Guo, Haibo He:
Learning Human-Robot Interaction for Robot-Assisted Pedestrian Flow Optimization. IEEE Trans. Syst. Man Cybern. Syst. 49(4): 797-813 (2019) - [j136]Xiong Yang, Haibo He, Derong Liu:
Event-Triggered Optimal Neuro-Controller Design With Reinforcement Learning for Unknown Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 49(9): 1866-1878 (2019) - [j135]Haibo He, He Jiang:
Deep Learning Based Energy Efficiency Optimization for Distributed Cooperative Spectrum Sensing. IEEE Wirel. Commun. 26(3): 32-39 (2019) - [c101]Chao Jiang, Yi Guo, Zhen Ni, Haibo He:
Optimization of Merging Pedestrian Flows Based on Adaptive Dynamic Programming. ACC 2019: 2626-2632 - [c100]Lusi Li, He Jiang, Haibo He:
Imbalanced Learning for Cooperative Spectrum Sensing in Cognitive Radio Networks. GLOBECOM 2019: 1-6 - [c99]Lusi Li, Haibo He, Jie Li, Guang Yang:
Adversarial Domain Adaptation via Category Transfer. IJCNN 2019: 1-8 - [c98]Hui Zhang, Yonglin Tian, Kunfeng Wang, Haibo He, Fei-Yue Wang:
Synthetic-to-Real Domain Adaptation for Object Instance Segmentation. IJCNN 2019: 1-7 - [c97]Yuanheng Zhu, Haibo He, Dongbin Zhao, Zhongsheng Hou:
Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming. IJCNN 2019: 1-8 - [c96]Xiaodong Yang, Xiangshan Li, Haibo He, Youbing Zhang, Zhicheng Xu:
Dynamic Power Sharing and Autonomous Voltage Regulation in Islanded DC Microgrids. ISGT 2019: 1-5 - [c95]He Jiang, Zhenhua Wang, Haibo He:
An Evolutionary Computation Approach for Smart Grid Cascading Failure Vulnerability Analysis. SSCI 2019: 332-338 - [i12]Jia Liu, Maoguo Gong, Haibo He:
Nucleus Neural Network for Super Robust Learning. CoRR abs/1904.04036 (2019) - 2018
- [j134]Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 13(1): 25-27 (2018) - [j133]Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 13(2): 13-15 (2018) - [j132]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 13(3): 8-11 (2018) - [j131]Haibo He, Xiangnan Zhong:
Learning Without External Reward [Research Frontier]. IEEE Comput. Intell. Mag. 13(3): 48-54 (2018) - [j130]Haibo He, Jon Garibaldi, Kay Chen Tan, Julian Togelius, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 13(4): 10-12 (2018) - [j129]Xiong Yang, Haibo He, Qinglai Wei, Biao Luo:
Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties. Inf. Sci. 463-464: 307-322 (2018) - [j128]Xiong Yang, Haibo He:
Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances. Neural Networks 99: 19-30 (2018) - [j127]Xiong Yang, Haibo He:
Adaptive critic designs for optimal control of uncertain nonlinear systems with unmatched interconnections. Neural Networks 105: 142-153 (2018) - [j126]Zhiqiang Wan, Haibo He, Bo Tang:
A Generative Model for Sparse Hyperparameter Determination. IEEE Trans. Big Data 4(1): 2-10 (2018) - [j125]Yuanda Wang, Haibo He, Changyin Sun:
Learning to Navigate Through Complex Dynamic Environment With Modular Deep Reinforcement Learning. IEEE Trans. Games 10(4): 400-412 (2018) - [j124]Xiangnan Zhong, Haibo He, Ding Wang, Zhen Ni:
Model-Free Adaptive Control for Unknown Nonlinear Zero-Sum Differential Game. IEEE Trans. Cybern. 48(5): 1633-1646 (2018) - [j123]Chengzhi Yuan, Stephen Licht, Haibo He:
Formation Learning Control of Multiple Autonomous Underwater Vehicles With Heterogeneous Nonlinear Uncertain Dynamics. IEEE Trans. Cybern. 48(10): 2920-2934 (2018) - [j122]Chaoxu Mu, Ding Wang, Haibo He:
Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach. IEEE Trans. Cybern. 48(10): 2948-2961 (2018) - [j121]Chaoxu Mu, Haibo He:
Dynamic Behavior of Terminal Sliding Mode Control. IEEE Trans. Ind. Electron. 65(4): 3480-3490 (2018) - [j120]Xia Chen, Mengxuan Shi, Haishun Sun, Yan Li, Haibo He:
Distributed Cooperative Control and Stability Analysis of Multiple DC Electric Springs in a DC Microgrid. IEEE Trans. Ind. Electron. 65(7): 5611-5622 (2018) - [j119]Xiong Yang, Haibo He, Xiangnan Zhong:
Adaptive Dynamic Programming for Robust Regulation and Its Application to Power Systems. IEEE Trans. Ind. Electron. 65(7): 5722-5732 (2018) - [j118]Ding Wang, Haibo He, Derong Liu:
Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane System. IEEE Trans. Ind. Informatics 14(7): 2932-2940 (2018) - [j117]Jun Yi, Junren Bai, Wei Zhou, Haibo He, Lizhong Yao:
Operating Parameters Optimization for the Aluminum Electrolysis Process Using an Improved Quantum-Behaved Particle Swarm Algorithm. IEEE Trans. Ind. Informatics 14(8): 3405-3415 (2018) - [j116]Xin Ning, Weijun Li, Bo Tang, Haibo He:
BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition. IEEE Trans. Image Process. 27(5): 2575-2586 (2018) - [j115]Sheng Li, Lusi Li, Jun Yan, Haibo He:
SDE: A Novel Clustering Framework Based on Sparsity-Density Entropy. IEEE Trans. Knowl. Data Eng. 30(8): 1575-1587 (2018) - [j114]Haibo He:
Growth and Success - Looking Forward to 2018 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 29(1): 2-9 (2018) - [c94]Chengzhi Yuan, Haibo He, Xiaonan Dong, Shahab Ilbeigi:
Robust Distributed Adaptive Containment Control of Heterogeneous Linear Uncertain Multi-Agent Systems. ACC 2018: 3660-3665 - [c93]He Jiang, Xiao-Kang Liu, Haibo He, Chengzhi Yuan, Danil V. Prokhorov:
Neural Network Based Distributed Consensus Control for Heterogeneous Multi-agent Systems. ACC 2018: 5175-5180 - [c92]Bo Tang, Haibo He:
MILE: A minimally interactive learning framework for visual data analysis. CCWC 2018: 754-762 - [c91]He Jiang, Haibo He, Lingjia Liu, Yang Yi:
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. IJCNN 2018: 1-7 - [c90]Lusi Li, Haibo He, Jie Li, Weijun Li:
EDOS: Entropy Difference-based Oversampling Approach for Imbalanced Learning. IJCNN 2018: 1-8 - [c89]Zhiqiang Wan, Hepeng Li, Haibo He:
Residential Energy Management with Deep Reinforcement Learning. IJCNN 2018: 1-7 - [i11]Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu:
Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach. CoRR abs/1810.11758 (2018) - [i10]Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo:
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning. CoRR abs/1812.09530 (2018) - 2017
- [j113]Chaoxu Mu, Ding Wang, Haibo He:
Novel iterative neural dynamic programming for data-based approximate optimal control design. Autom. 81: 240-252 (2017) - [j112]Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 12(1): 13-15 (2017) - [j111]Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 12(2): 20-22 (2017) - [j110]Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 12(3): 6-9 (2017) - [j109]Haibo He, Jon Garibaldi, Kay Chen Tan, Graham Kendall, Yaochu Jin, Yew-Soon Ong:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 12(4): 9-11 (2017) - [j108]Dianwei Qian, Chengdong Li, Qinmin Yang, Xiangyang Zhao, Yaobin Chen, Haibo He:
Guest editorial for special issue on control and optimization in renewable energy systems. IEEE CAA J. Autom. Sinica 4(2): 167 (2017) - [j107]Yufei Tang, Chao Luo, Jun Yang, Haibo He:
A chance constrained optimal reserve scheduling approach for economic dispatch considering wind penetration. IEEE CAA J. Autom. Sinica 4(2): 186-194 (2017) - [j106]Bo Tang, Haibo He:
A local density-based approach for outlier detection. Neurocomputing 241: 171-180 (2017) - [j105]Bo Tang, Haibo He:
GIR-based ensemble sampling approaches for imbalanced learning. Pattern Recognit. 71: 306-319 (2017) - [j104]Xiangnan Zhong, Haibo He:
An Event-Triggered ADP Control Approach for Continuous-Time System With Unknown Internal States. IEEE Trans. Cybern. 47(3): 683-694 (2017) - [j103]Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Data-Driven Tracking Control With Adaptive Dynamic Programming for a Class of Continuous-Time Nonlinear Systems. IEEE Trans. Cybern. 47(6): 1460-1470 (2017) - [j102]Xiangnan Zhong, Zhen Ni, Haibo He:
Gr-GDHP: A New Architecture for Globalized Dual Heuristic Dynamic Programming. IEEE Trans. Cybern. 47(10): 3318-3330 (2017) - [j101]Ding Wang, Haibo He, Derong Liu:
Improving the Critic Learning for Event-Based Nonlinear H∞ Control Design. IEEE Trans. Cybern. 47(10): 3417-3428 (2017) - [j100]Ding Wang, Haibo He, Derong Liu:
Adaptive Critic Nonlinear Robust Control: A Survey. IEEE Trans. Cybern. 47(10): 3429-3451 (2017) - [j99]Yuanheng Zhu, Dongbin Zhao, Haibo He, Junhong Ji:
Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming. IEEE Trans. Ind. Electron. 64(5): 4101-4109 (2017) - [j98]Jun Yi, Di Huang, Haibo He, Wei Zhou, Qi Han, Taifu Li:
A Novel Framework for Fault Diagnosis Using Kernel Partial Least Squares Based on an Optimal Preference Matrix. IEEE Trans. Ind. Electron. 64(5): 4315-4324 (2017) - [j97]Ding Wang, Haibo He, Chaoxu Mu, Derong Liu:
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System. IEEE Trans. Ind. Electron. 64(6): 4935-4944 (2017) - [j96]Chaoxu Mu, Yufei Tang, Haibo He:
Improved Sliding Mode Design for Load Frequency Control of Power System Integrated an Adaptive Learning Strategy. IEEE Trans. Ind. Electron. 64(8): 6742-6751 (2017) - [j95]Ding Wang, Haibo He, Xiangnan Zhong, Derong Liu:
Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application. IEEE Trans. Ind. Electron. 64(10): 8177-8186 (2017) - [j94]Jun Yan, Haibo He, Xiangnan Zhong, Yufei Tang:
Q-Learning-Based Vulnerability Analysis of Smart Grid Against Sequential Topology Attacks. IEEE Trans. Inf. Forensics Secur. 12(1): 200-210 (2017) - [j93]Bo Tang, Zhen Chen, Gerald Hefferman, Shuyi Pei, Tao Wei, Haibo He, Qing Yang:
Incorporating Intelligence in Fog Computing for Big Data Analysis in Smart Cities. IEEE Trans. Ind. Informatics 13(5): 2140-2150 (2017) - [j92]Liukui Chen, Jing Wang, Shiyu Yang, Haibo He:
A Finger Vein Image-Based Personal Identification System With Self-Adaptive Illuminance Control. IEEE Trans. Instrum. Meas. 66(2): 294-304 (2017) - [j91]Guoqian Jiang, Haibo He, Ping Xie, Yufei Tang:
Stacked Multilevel-Denoising Autoencoders: A New Representation Learning Approach for Wind Turbine Gearbox Fault Diagnosis. IEEE Trans. Instrum. Meas. 66(9): 2391-2402 (2017) - [j90]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:
Editorial: A Successful Year and Looking Forward to 2017 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 28(1): 2-7 (2017) - [j89]Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 28(3): 584-598 (2017) - [j88]Xin Xu, Zhenhua Huang, Lei Zuo, Haibo He:
Manifold-Based Reinforcement Learning via Locally Linear Reconstruction. IEEE Trans. Neural Networks Learn. Syst. 28(4): 934-947 (2017) - [j87]Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems. IEEE Trans. Neural Networks Learn. Syst. 28(7): 1594-1605 (2017) - [j86]Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints. IEEE Trans. Neural Networks Learn. Syst. 28(8): 1941-1952 (2017) - [j85]Jin Xu, Bo Tang, Haibo He, Hong Man:
Semisupervised Feature Selection Based on Relevance and Redundancy Criteria. IEEE Trans. Neural Networks Learn. Syst. 28(9): 1974-1984 (2017) - [j84]Qiuye Sun, Yibin Zhang, Haibo He, Dazhong Ma, Huaguang Zhang:
A Novel Energy Function-Based Stability Evaluation and Nonlinear Control Approach for Energy Internet. IEEE Trans. Smart Grid 8(3): 1195-1210 (2017) - [j83]Ding Wang, Chaoxu Mu, Haibo He, Derong Liu:
Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1358-1370 (2017) - [c88]Zhiqiang Wan, Haibo He:
Weakly supervised object localization with deep convolutional neural network based on spatial pyramid saliency map. ICIP 2017: 4177-4181 - [c87]Zhengxin Wang, Jingbo Fan, He Jiang, Haibo He:
Pinning Synchronization in Heterogeneous Networks of Harmonic Oscillators. ICONIP (3) 2017: 836-845 - [c86]Zhengxin Wang, Jingbo Fan, Cong Zheng, Haibo He:
Sampled-data-based tracking for heterogeneous nonlinear second-order multiagent systems. IECON 2017: 5985-5990 - [c85]Xiaodong Yang, Hangfei Wu, Youbing Zhang, Haibo He:
Online energy flow control for residential microgrids with URGs: An event-driven approach. IECON 2017: 7463-7468 - [c84]Yufei Tang, Chaoxu Mu, Haibo He:
Near-space aerospace vehicles attitude control based on adaptive dynamic programming and sliding mode control. IJCNN 2017: 1347-1353 - [c83]Bo Tang, Jin Xu, Haibo He, Hong Man:
ADL: Active dictionary learning for sparse representation. IJCNN 2017: 2723-2729 - [c82]He Jiang, Haibo He:
State space reconstruction from noisy nonlinear time series: An autoencoder-based approach. IJCNN 2017: 3191-3198 - [c81]Zhiqiang Wan, Xuemin Hu, Haibo He, Yi Guo:
A learning based approach for social force model parameter estimation. IJCNN 2017: 4058-4064 - [c80]Bo Tang, Paul M. Baggenstoss, Haibo He:
Kernel-based generative learning in distortion feature space. SSCI 2017: 1-8 - [c79]Zhiqiang Wan, Yazhou Zhang, Haibo He:
Variational autoencoder based synthetic data generation for imbalanced learning. SSCI 2017: 1-7 - [c78]Xiong Yang, Haibo He:
Data-driven robust regulation of nonlinear systems with mismatched disturbances. SSCI 2017: 1-8 - 2016
- [j82]Yoonsuck Choe, Asim Roy, Haibo He, De-Shuang Huang:
Conference Report on 2015 International Joint Conference on Neural Networks (IJCNN 2015) [Conference Reports]. IEEE Comput. Intell. Mag. 11(1): 8-10 (2016) - [j81]Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Angelo Cangelosi:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 11(1): 15-17 (2016) - [j80]Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Yaochu Jin:
CIS Publication Spotlight Publication Spotlight. IEEE Comput. Intell. Mag. 11(2): 10-12 (2016) - [j79]Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Yaochu Jin:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 11(3): 6, 75 (2016) - [j78]Haibo He, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Yaochu Jin:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 11(4): 8-10 (2016) - [j77]Haibo He, Jun Yan:
Cyber-physical attacks and defences in the smart grid: a survey. IET Cyper-Phys. Syst.: Theory & Appl. 1(1): 13-27 (2016) - [j76]Xiangyong Chen, Jianlong Qiu, Jinde Cao, Haibo He:
Hybrid synchronization behavior in an array of coupled chaotic systems with ring connection. Neurocomputing 173: 1299-1309 (2016) - [j75]Sheng Li, Bo Tang, Haibo He:
An Imbalanced Learning based MDR-TB Early Warning System. J. Medical Syst. 40(7): 164:1-164:9 (2016) - [j74]Bo Tang, Steven Kay, Haibo He, Paul M. Baggenstoss:
EEF: Exponentially Embedded Families With Class-Specific Features for Classification. IEEE Signal Process. Lett. 23(7): 969-973 (2016) - [j73]Chuanqiang Lian, Xin Xu, Hong Chen, Haibo He:
Near-Optimal Tracking Control of Mobile Robots Via Receding-Horizon Dual Heuristic Programming. IEEE Trans. Cybern. 46(11): 2484-2496 (2016) - [j72]Yufei Tang, Haibo He, Zhen Ni, Xiangnan Zhong, Dongbin Zhao, Xin Xu:
Fuzzy-Based Goal Representation Adaptive Dynamic Programming. IEEE Trans. Fuzzy Syst. 24(5): 1159-1175 (2016) - [j71]Bo Tang, Chao Jiang, Haibo He, Yi Guo:
Human Mobility Modeling for Robot-Assisted Evacuation in Complex Indoor Environments. IEEE Trans. Hum. Mach. Syst. 46(5): 694-707 (2016) - [j70]Jun Yi, Di Huang, Si-Yao Fu, Haibo He, Taifu Li:
Multi-Objective Bacterial Foraging Optimization Algorithm Based on Parallel Cell Entropy for Aluminum Electrolysis Production Process. IEEE Trans. Ind. Electron. 63(4): 2488-2500 (2016) - [j69]Jun Yi, Di Huang, Siyao Fu, Haibo He, Taifu Li:
Optimized Relative Transformation Matrix Using Bacterial Foraging Algorithm for Process Fault Detection. IEEE Trans. Ind. Electron. 63(4): 2595-2605 (2016) - [j68]Bo Tang, Haibo He, Paul M. Baggenstoss, Steven Kay:
A Bayesian Classification Approach Using Class-Specific Features for Text Categorization. IEEE Trans. Knowl. Data Eng. 28(6): 1602-1606 (2016) - [j67]Bo Tang, Steven Kay, Haibo He:
Toward Optimal Feature Selection in Naive Bayes for Text Categorization. IEEE Trans. Knowl. Data Eng. 28(9): 2508-2521 (2016) - [j66]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:
Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 27(1): 1-7 (2016) - [j65]Yufei Tang, Haibo He, Zhen Ni, Jinyu Wen, Tingwen Huang:
Adaptive Modulation for DFIG and STATCOM With High-Voltage Direct Current Transmission. IEEE Trans. Neural Networks Learn. Syst. 27(8): 1762-1772 (2016) - [j64]Xiangnan Zhong, Zhen Ni, Haibo He:
A Theoretical Foundation of Goal Representation Heuristic Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2513-2525 (2016) - [j63]Steven Kay, Quan Ding, Bo Tang, Haibo He:
Probability Density Function Estimation Using the EEF With Application to Subset/Feature Selection. IEEE Trans. Signal Process. 64(3): 641-651 (2016) - [c77]Chao Li, Ding Wang, Derong Liu, Haibo He:
Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamics. ACC 2016: 5722-5727 - [c76]Ding Wang, Chaoxu Mu, Haibo He, Derong Liu:
Adaptive-critic-based event-driven nonlinear robust state feedback. CDC 2016: 5813-5818 - [c75]Bo Tang, Jun Yan, Steven Kay, Haibo He:
Detection of false data injection attacks in smart grid under colored Gaussian noise. CNS 2016: 172-179 - [c74]Jun Yan, Bo Tang, Haibo He:
Detection of false data attacks in smart grid with supervised learning. IJCNN 2016: 1395-1402 - [c73]Bo Tang, Chao Jiang, Haibo He, Yi Guo:
Probabilistic human mobility model in indoor environment. IJCNN 2016: 1601-1608 - [c72]Shiva Poudel, Zhen Ni, Xiangnan Zhong, Haibo He:
Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning. IJCNN 2016: 2730-2737 - [c71]Lu Dong, Changyin Sun, Haibo He:
Dual heuristic dynamic programming based event-triggered control for nonlinear continuous-time systems. IJCNN 2016: 4241-4248 - [c70]Xiangnan Zhong, Zhen Ni, Haibo He:
Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system. IJCNN 2016: 4557-4564 - [c69]Chao Jiang, Zhen Ni, Yi Guo, Haibo He:
Robot-assisted pedestrian regulation in an exit corridor. IROS 2016: 815-822 - [i9]Bo Tang, Steven Kay, Haibo He:
Toward Optimal Feature Selection in Naive Bayes for Text Categorization. CoRR abs/1602.02850 (2016) - [i8]Bo Tang, Steven Kay, Haibo He, Paul M. Baggenstoss:
EEF: Exponentially Embedded Families with Class-Specific Features for Classification. CoRR abs/1605.03631 (2016) - [i7]Bo Tang, Haibo He:
FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization. CoRR abs/1606.06366 (2016) - [i6]Bo Tang, Paul M. Baggenstoss, Haibo He:
Kernel-based Generative Learning in Distortion Feature Space. CoRR abs/1606.06377 (2016) - [i5]Bo Tang, Chao Jiang, Haibo He, Yi Guo:
Probabilistic Human Mobility Model in Indoor Environment. CoRR abs/1606.08528 (2016) - [i4]Bo Tang, Haibo He:
A Local Density-Based Approach for Local Outlier Detection. CoRR abs/1606.08538 (2016) - [i3]Bo Tang, Jun Yan, Steven Kay, Haibo He:
Detection of False Data Injection Attacks in Smart Grid under Colored Gaussian Noise. CoRR abs/1607.06015 (2016) - [i2]Bo Tang, Haibo He, Steven Kay:
Adaptive Signal Detection and Parameter Estimation in Unknown Colored Gaussian Noise. CoRR abs/1607.08259 (2016) - 2015
- [j62]Haibo He, Cesare Alippi:
Conference Report for 2014 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) [Conference Reports]. IEEE Comput. Intell. Mag. 10(2): 10-12 (2015) - [j61]Bo Tang, Haibo He:
ENN: Extended Nearest Neighbor Method for Pattern Recognition [Research Frontier]. IEEE Comput. Intell. Mag. 10(3): 52-60 (2015) - [j60]Jun Yang, Lingyun Gong, Yufei Tang, Jun Yan, Haibo He, Leiqi Zhang, Gang Li:
An Improved SVM-Based Cognitive Diagnosis Algorithm for Operation States of Distribution Grid. Cogn. Comput. 7(5): 582-593 (2015) - [j59]Yuanheng Zhu, Dongbin Zhao, Haibo He, Junhong Ji:
Convergence Proof of Approximate Policy Iteration for Undiscounted Optimal Control of Discrete-Time Systems. Cogn. Comput. 7(6): 763-771 (2015) - [j58]Xiangnan Zhong, Haibo He, Huaguang Zhang, Zhanshan Wang:
A neural network based online learning and control approach for Markov jump systems. Neurocomputing 149: 116-123 (2015) - [j57]Chengdong Yang, Jianlong Qiu, Haibo He:
Exponential synchronization for a class of complex spatio-temporal networks with space-varying coefficients. Neurocomputing 151: 401-407 (2015) - [j56]Xiao Fang, Dezhong Zheng, Haibo He, Zhen Ni:
Data-driven heuristic dynamic programming with virtual reality. Neurocomputing 166: 244-255 (2015) - [j55]Stefano Squartini, Derong Liu, Francesco Piazza, Dongbin Zhao, Haibo He:
Computational Energy Management in Smart Grids. Neurocomputing 170: 267-269 (2015) - [j54]Yufei Tang, Jun Yang, Jun Yan, Haibo He:
Intelligent load frequency controller using GrADP for island smart grid with electric vehicles and renewable resources. Neurocomputing 170: 406-416 (2015) - [j53]Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He:
Joint Substation-Transmission Line Vulnerability Assessment Against the Smart Grid. IEEE Trans. Inf. Forensics Secur. 10(5): 1010-1024 (2015) - [j52]Bo Tang, Haibo He, Quan Ding, Steven Kay:
A Parametric Classification Rule Based on the Exponentially Embedded Family. IEEE Trans. Neural Networks Learn. Syst. 26(2): 367-377 (2015) - [j51]Zhen Ni, Haibo He, Dongbin Zhao, Xin Xu, Danil V. Prokhorov:
GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 26(3): 614-627 (2015) - [j50]Zhen Ni, Haibo He, Xiangnan Zhong, Danil V. Prokhorov:
Model-Free Dual Heuristic Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 26(8): 1834-1839 (2015) - [j49]Yufei Tang, Haibo He, Jinyu Wen, Ju Liu:
Power System Stability Control for a Wind Farm Based on Adaptive Dynamic Programming. IEEE Trans. Smart Grid 6(1): 166-177 (2015) - [c68]Bo Tang, Zhen Chen, Gerald Hefferman, Tao Wei, Haibo He, Qing Yang:
A Hierarchical Distributed Fog Computing Architecture for Big Data Analysis in Smart Cities. ASE BD&SI 2015: 28:1-28:6 - [c67]Bo Tang, Haibo He:
KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning. CEC 2015: 664-671 - [c66]Jun Yan, Yufei Tang, Yihai Zhu, Haibo He, Yan Sun:
Smart Grid Vulnerability under Cascade-Based Sequential Line-Switching Attacks. GLOBECOM 2015: 1-7 - [c65]Jason Kane, Bo Tang, Zhen Chen, Jun Yan, Tao Wei, Haibo He, Qing Yang:
Reflex-Tree: A Biologically Inspired Parallel Architecture for Future Smart Cities. ICPP 2015: 360-369 - [c64]Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems. IJCNN 2015: 1-7 - [c63]James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan:
A comparative study between motivated learning and reinforcement learning. IJCNN 2015: 1-8 - [c62]Zhen Ni, Xiangnan Zhong, Haibo He:
A boundedness theoretical analysis for GrADP design: A case study on maze navigation. IJCNN 2015: 1-8 - [c61]Xiangnan Zhong, Zhen Ni, Haibo He:
Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data. IJCNN 2015: 1-8 - [c60]Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He:
Diversity of cascading failure processes in electrical grids. ISGT 2015: 1-5 - [c59]Hezlin Aryani Abd Rahman, Bee Wah Yap, Haibo He, Awang M. Bulgiba:
Comparisons of ADABOOST, KNN, SVM and Logistic Regression in Classification of Imbalanced Dataset. SCDS 2015: 54-64 - 2014
- [j48]Haibo He:
Intelligence for Embedded Systems: A Methodological Approach [Book Review]. IEEE Comput. Intell. Mag. 9(3): 85-87 (2014) - [j47]Jin Xu, Guang Yang, Yafeng Yin, Hong Man, Haibo He:
Sparse-Representation-Based Classification with Structure-Preserving Dimension Reduction. Cogn. Comput. 6(3): 608-621 (2014) - [j46]Yufei Tang, Haibo He, Zhen Ni, Jinyu Wen, Xianchao Sui:
Reactive power control of grid-connected wind farm based on adaptive dynamic programming. Neurocomputing 125: 125-133 (2014) - [j45]Qiao Cai, Haibo He, Hong Man:
Imbalanced evolving self-organizing learning. Neurocomputing 133: 258-270 (2014) - [j44]Ju Liu, Wei Yao, Jinyu Wen, Haibo He, Xueyang Zheng:
Active Power Oscillation Property Classification of Electric Power Systems Based on SVM. J. Appl. Math. 2014: 218647:1-218647:9 (2014) - [j43]Siyao Fu, Haibo He, Zeng-Guang Hou:
Learning Race from Face: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 36(12): 2483-2509 (2014) - [j42]Xin Xu, Chuanqiang Lian, Lei Zuo, Haibo He:
Kernel-Based Approximate Dynamic Programming for Real-Time Online Learning Control: An Experimental Study. IEEE Trans. Control. Syst. Technol. 22(1): 146-156 (2014) - [j41]Jun Yan, Haibo He, Yan Sun:
Integrated Security Analysis on Cascading Failure in Complex Networks. IEEE Trans. Inf. Forensics Secur. 9(3): 451-463 (2014) - [j40]Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He:
Resilience Analysis of Power Grids Under the Sequential Attack. IEEE Trans. Inf. Forensics Secur. 9(12): 2340-2354 (2014) - [j39]Xiangnan Zhong, Haibo He, Huaguang Zhang, Zhanshan Wang:
Optimal Control for Unknown Discrete-Time Nonlinear Markov Jump Systems Using Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 25(12): 2141-2155 (2014) - [j38]Yihai Zhu, Jun Yan, Yan Sun, Haibo He:
Revealing Cascading Failure Vulnerability in Power Grids Using Risk-Graph. IEEE Trans. Parallel Distributed Syst. 25(12): 3274-3284 (2014) - [c58]Xiangnan Zhong, Zhen Ni, Yufei Tang, Haibo He:
Data-driven partially observable dynamic processes using adaptive dynamic programming. ADPRL 2014: 1-8 - [c57]Zhen Ni, Yufei Tang, Haibo He, Jinyu Wen:
Multi-machine power system control based on dual heuristic dynamic programming. CIASG 2014: 154-160 - [c56]Yufei Tang, Xiangnan Zhong, Zhen Ni, Jun Yan, Haibo He:
Impact of signal transmission delays on power system damping control using heuristic dynamic programming. CIASG 2014: 161-167 - [c55]Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang:
Experimental studies on indoor sign recognition and classification. CIDM 2014: 489-494 - [c54]James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He:
Advancing motivated learning with goal creation. CIHLI 2014: 70-77 - [c53]Zhilu Chen, Xinming Huang, Zhen Ni, Haibo He:
A GPU-based real-time traffic sign detection and recognition system. CIVTS 2014: 1-5 - [c52]Barbara Hammer, Haibo He, Thomas Martinetz:
Learning and modeling big data. ESANN 2014 - [c51]Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He:
Coordinated attacks against substations and transmission lines in power grids. GLOBECOM 2014: 655-661 - [c50]Yihai Zhu, Jun Yan, Yufei Tang, Yan Sun, Haibo He:
The sequential attack against power grid networks. ICC 2014: 616-621 - [c49]Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng, Haibo He:
Frequency control using on-line learning method for island smart grid with EVs and PVs. IJCNN 2014: 1440-1446 - [c48]Jian Fu, Sujuan Wei, Haibo He, Shengyong Wang:
Online learning control based on projected gradient temporal difference and advanced heuristic dynamic programming. IJCNN 2014: 3649-3656 - [c47]Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao:
Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system. IJCNN 2014: 3677-3684 - [c46]Bo Tang, Quan Ding, Haibo He, Steven Kay:
Hybrid classification with partial models. IJCNN 2014: 3726-3731 - [c45]Zhilu Chen, Jing Wang, Haibo He, Xinming Huang:
A fast deep learning system using GPU. ISCAS 2014: 1552-1555 - [i1]Jin Xu, Haibo He, Hong Man:
Active Dictionary Learning in Sparse Representation Based Classification. CoRR abs/1409.5763 (2014) - 2013
- [j37]Zhigang Zeng, Haibo He:
Special Issue Editorial: Computational Intelligence and Applications. Cogn. Comput. 5(1): 1-2 (2013) - [j36]Qiao Cai, Haibo He, Hong Man:
Spatial outlier detection based on iterative self-organizing learning model. Neurocomputing 117: 161-172 (2013) - [j35]Haibo He, Yuan Cao, Yi Cao, Jinyu Wen:
Ensemble learning for wind profile prediction with missing values. Neural Comput. Appl. 22(2): 287-294 (2013) - [j34]Zhen Ni, Haibo He:
Heuristic dynamic programming with internal goal representation. Soft Comput. 17(11): 2101-2108 (2013) - [j33]Jun Yan, Yihai Zhu, Haibo He, Yan Sun:
Multi-Contingency Cascading Analysis of Smart Grid Based on Self-Organizing Map. IEEE Trans. Inf. Forensics Secur. 8(4): 646-656 (2013) - [j32]Xin Xu, Zhongsheng Hou, Chuanqiang Lian, Haibo He:
Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines. IEEE Trans. Neural Networks Learn. Syst. 24(5): 762-775 (2013) - [j31]Zhen Ni, Haibo He, Jinyu Wen:
Adaptive Learning in Tracking Control Based on the Dual Critic Network Design. IEEE Trans. Neural Networks Learn. Syst. 24(6): 913-928 (2013) - [j30]Long Zhang, Kang Li, Haibo He, George W. Irwin:
A New Discrete-Continuous Algorithm for Radial Basis Function Networks Construction. IEEE Trans. Neural Networks Learn. Syst. 24(11): 1785-1798 (2013) - [j29]Zhen Ni, Haibo He, Jinyu Wen, Xin Xu:
Goal Representation Heuristic Dynamic Programming on Maze Navigation. IEEE Trans. Neural Networks Learn. Syst. 24(12): 2038-2050 (2013) - [j28]Ganesh Kumar Venayagamoorthy, Jung-Wook Park, Komla A. Folly, Haibo He:
Guest Editorial Special Section on Computational Intelligence Applications in Smart Grid. IEEE Trans. Smart Grid 4(1): 445 (2013) - [j27]Yufei Tang, Ping Ju, Haibo He, Chuan Qin, Feng Wu:
Optimized Control of DFIG-Based Wind Generation Using Sensitivity Analysis and Particle Swarm Optimization. IEEE Trans. Smart Grid 4(1): 509-520 (2013) - [c44]Zhen Ni, Xiao Fang, Haibo He, Dongbin Zhao, Xin Xu:
Real-time tracking on adaptive critic design with uniformly ultimately bounded condition. ADPRL 2013: 39-46 - [c43]Yufei Tang, Haibo He, Jinyu Wen:
Comparative study between HDP and PSS on DFIG damping control. CIASG 2013: 59-65 - [c42]Lin Du, Fan Zhang, Haibo He, He Huang:
Improving the performance of a neural-machine interface for prosthetic legs using adaptive pattern classifiers. EMBC 2013: 1571-1574 - [c41]Xiangnan Zhong, Haibo He, Danil V. Prokhorov:
Robust controller design of continuous-time nonlinear system using neural network. IJCNN 2013: 1-8 - [c40]Yufei Tang, Haibo He, Jinyu Wen:
Adaptive control for an HVDC transmission link with FACTS and a wind farm. ISGT 2013: 1-6 - [c39]Jun Yan, Yihai Zhu, Haibo He, Yan Sun:
Revealing temporal features of attacks against smart grid. ISGT 2013: 1-6 - [c38]Jin Xu, Guang Yang, Hong Man, Haibo He:
L 1 Graph Based on Sparse Coding for Feature Selection. ISNN (1) 2013: 594-601 - 2012
- [j26]Haibo He:
A New Web Home for the IEEE CIS [Society Briefs]. IEEE Comput. Intell. Mag. 7(3): 6-8 (2012) - [j25]Hengxuan Li, Haishun Sun, Jinyu Wen, Shijie Cheng, Haibo He:
A Fully Decentralized Multi-Agent System for Intelligent Restoration of Power Distribution Network Incorporating Distributed Generations [Application Notes]. IEEE Comput. Intell. Mag. 7(4): 66-76 (2012) - [j24]Haibo He, Zhen Ni, Jian Fu:
A three-network architecture for on-line learning and optimization based on adaptive dynamic programming. Neurocomputing 78(1): 3-13 (2012) - [j23]Jin Xu, Haibo He, Hong Man:
DCPE co-training for classification. Neurocomputing 86: 75-85 (2012) - [j22]Kang Li, Haibo He, Qun Niu:
Intelligent computing and applications (LSMS and ICSEE 2010). Neural Comput. Appl. 21(6): 1085-1086 (2012) - [j21]Haibo He, Yuan Cao:
SSC: A Classifier Combination Method Based on Signal Strength. IEEE Trans. Neural Networks Learn. Syst. 23(7): 1100-1117 (2012) - [j20]Yuan Cao, Haibo He, Hong Man:
SOMKE: Kernel Density Estimation Over Data Streams by Sequences of Self-Organizing Maps. IEEE Trans. Neural Networks Learn. Syst. 23(8): 1254-1268 (2012) - [c37]Yihai Zhu, Yan Sun, Haibo He:
Load distribution vector based attack strategies against power grid systems. GLOBECOM 2012: 935-941 - [c36]Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov:
Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming. IJCNN 2012: 1-8 - [c35]Jin Xu, Yafeng Yin, Hong Man, Haibo He:
Feature selection based on sparse imputation. IJCNN 2012: 1-7 - [c34]Dongbin Zhao, Yuanheng Zhu, Haibo He:
Neural and fuzzy dynamic programming for under-actuated systems. IJCNN 2012: 1-7 - [c33]Jing Wang, Haibo He, Yuan Cao, Jin Xu, Dongbin Zhao:
A Hierarchical Neural Network Architecture for Classification. ISNN (1) 2012: 37-46 - [c32]Jian Fu, Haibo He, Huiying Li, Qing Liu:
A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning. ISNN (1) 2012: 555-564 - [c31]Jing Wang, Haibo He, Danil V. Prokhorov:
A Folded Neural Network Autoencoder for Dimensionality Reduction. INNS-WC 2012: 120-127 - 2011
- [j19]Haibo He, Andrew Kusiak:
Special Issue on Computational Intelligence in Smart Grid [Guest Editorial]. IEEE Comput. Intell. Mag. 6(3): 12-64 (2011) - [j18]Sheng Chen, Haibo He:
Towards incremental learning of nonstationary imbalanced data stream: a multiple selectively recursive approach. Evol. Syst. 2(1): 35-50 (2011) - [j17]Yuan Cao, Haibo He, He (Helen) Huang:
LIFT: A new framework of learning from testing data for face recognition. Neurocomputing 74(6): 916-929 (2011) - [j16]Haibo He, Ping Li, Hongwei Wang:
Advances in Knowledge Discovery and Data Analysis for Artificial Intelligence. J. Exp. Theor. Artif. Intell. 23(1): 1-3 (2011) - [j15]Jian Fu, Haibo He, Xinmin Zhou:
Adaptive Learning and Control for MIMO System Based on Adaptive Dynamic Programming. IEEE Trans. Neural Networks 22(7): 1133-1148 (2011) - [j14]Haibo He, Sheng Chen, Kang Li, Xin Xu:
Incremental Learning From Stream Data. IEEE Trans. Neural Networks 22(12): 1901-1914 (2011) - [c30]Jian Fu, Haibo He, Zhen Ni:
Adaptive dynamic programming with balanced weights seeking strategy. ADPRL 2011: 210-217 - [c29]Haibo He, Yuan Cao:
Kernel density estimation with stream data based on self-organizing map. EAIS 2011: 24-30 - [c28]Wenkai Wang, Qiao Cai, Yan Sun, Haibo He:
Risk-Aware Attacks and Catastrophic Cascading Failures in U.S. Power Grid. GLOBECOM 2011: 1-6 - [c27]Qiao Cai, Haibo He, Hong Man:
Hybrid learning based on Multiple Self-Organizing Maps and Genetic Algorithm. IJCNN 2011: 2313-2320 - [c26]Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu:
An online actor-critic learning approach with Levenberg-Marquardt algorithm. IJCNN 2011: 2333-2340 - [c25]Jian Fu, Haibo He, Qing Liu, Zhen Ni:
An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control. ISNN (3) 2011: 1-10 - [e6]Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6675, Springer 2011, ISBN 978-3-642-21104-1 [contents] - [e5]Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6676, Springer 2011, ISBN 978-3-642-21089-1 [contents] - [e4]Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part III. Lecture Notes in Computer Science 6677, Springer 2011, ISBN 978-3-642-21110-2 [contents] - 2010
- [j13]Renita Machado, Haibo He, Guiling Wang, Sirin Tekinay:
Redundancy Estimation and Adaptive Density Control in Wireless Sensor Networks. Ad Hoc Sens. Wirel. Networks 10(2-3): 153-176 (2010) - [j12]Zhigang Zeng, Haibo He:
Special Issue Editorial: Advances in Computational Intelligence and Applications. Cogn. Comput. 2(4): 255-256 (2010) - [j11]Kang Li, Jing Deng, Haibo He, Dajun Du:
Compact Extreme Learning Machines for biological systems. Int. J. Comput. Biol. Drug Des. 3(2): 112-132 (2010) - [j10]Sheng Chen, Haibo He, Edwardo A. Garcia:
RAMOBoost: ranked minority oversampling in boosting. IEEE Trans. Neural Networks 21(10): 1624-1642 (2010) - [c24]Bo Liu, Haibo He, Daniel W. Repperger:
Two-time-scale online actor-critic paradigm driven by POMDP. ICNSC 2010: 243-248 - [c23]Haibo He, Bo Liu:
A hierarchical learning architecture with multiple-goal representations based on adaptive dynamic programming. ICNSC 2010: 286-291 - [c22]Qiao Cai, Sheng Chen, Xiaochen Li, Nansai Hu, Haibo He, Yu-Dong Yao, Joseph Mitola III:
An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning. IJCNN 2010: 1-6 - [c21]Sheng Chen, Haibo He, Kang Li, Sachi Desai:
MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining. IJCNN 2010: 1-8 - [c20]Haibo He:
Toward a Smart Grid: Integration of computational intelligence into Power Grid. IJCNN 2010: 1-6 - [c19]Xiaochen Li, Haibo He, Yu-Dong Yao:
Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels. IJCNN 2010: 1-7 - [c18]Jin Xu, Haibo He, Hong Man:
DCPE co-training: Co-training based on diversity of class probability estimation. IJCNN 2010: 1-7 - [c17]Qiao Cai, Haibo He, Hong Man, Jianlong Qiu:
IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection. ISNN (1) 2010: 325-330
2000 – 2009
- 2009
- [j9]Haibo He, Edwardo A. Garcia:
Learning from Imbalanced Data. IEEE Trans. Knowl. Data Eng. 21(9): 1263-1284 (2009) - [j8]Janusz A. Starzyk, Haibo He:
Spatio-Temporal Memories for Machine Learning: A Long-Term Memory Organization. IEEE Trans. Neural Networks 20(5): 768-780 (2009) - [c16]Qiao Cai, Haibo He, Hong Man:
SOMSO: A self-organizing map approach for spatial outlier detection with multiple attributes. IJCNN 2009: 425-431 - [c15]Yuan Cao, Haibo He, Rajarathnam Chandramouli:
A novel portfolio optimization method for foreign currency investment. IJCNN 2009: 439-445 - [c14]Yuan Cao, Haibo He, Xiaoping Shen:
DensityRank: A novel feature ranking method based on kernel estimation. IJCNN 2009: 446-453 - [c13]Sheng Chen, Haibo He:
SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining. IJCNN 2009: 522-529 - [c12]Jie Li, Haibo He, Hong Man, Sachi Desai:
A General-Purpose FPGA-Based Reconfigurable Platform for Video and Image Processing. ISNN (3) 2009: 299-309 - [e3]Wen Yu, Haibo He, Nian Zhang:
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part I. Lecture Notes in Computer Science 5551, Springer 2009, ISBN 978-3-642-01506-9 [contents] - [e2]Wen Yu, Haibo He, Nian Zhang:
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part II. Lecture Notes in Computer Science 5552, Springer 2009, ISBN 978-3-642-01509-0 [contents] - [e1]Wen Yu, Haibo He, Nian Zhang:
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part III. Lecture Notes in Computer Science 5553, Springer 2009, ISBN 978-3-642-01512-0 [contents] - 2008
- [j7]Sunan Huang, Haibo He, Kang Li:
Special issue on life system modeling and bio-inspired computing for LSMS 2007. Appl. Math. Comput. 205(1): 3-5 (2008) - [j6]Haibo He:
Fuzzy Modeling and Fuzzy Control [Book Review]. IEEE Comput. Intell. Mag. 3(3): 8-10 (2008) - [j5]Zeng-Guang Hou, Marios M. Polycarpou, Haibo He:
Editorial to Special Issue: Neural networks for pattern recognition and data mining. Soft Comput. 12(7): 613-614 (2008) - [j4]Haibo He, Sheng Chen:
IMORL: Incremental Multiple-Object Recognition and Localization. IEEE Trans. Neural Networks 19(10): 1727-1738 (2008) - [c11]Haibo He, Yang Bai, Edwardo A. Garcia, Shutao Li:
ADASYN: Adaptive synthetic sampling approach for imbalanced learning. IJCNN 2008: 1322-1328 - [c10]Yuan Cao, Haibo He:
Learning from testing data: A new view of incremental semi-supervised learning. IJCNN 2008: 2872-2878 - [c9]Haibo He, Yuan Cao, Jinyu Wen, Shijie Cheng:
A Boost Voting Strategy for Knowledge Integration and Decision Making. ISNN (1) 2008: 472-481 - 2007
- [j3]Zhineng Zhu, Haibo He, Janusz A. Starzyk, C. Tseng:
Self-organizing learning array and its application to economic and financial problems. Inf. Sci. 177(5): 1180-1192 (2007) - [j2]Janusz A. Starzyk, Haibo He:
A Novel Low-Power Logic Circuit Design Scheme. IEEE Trans. Circuits Syst. II Express Briefs 54-II(2): 176-180 (2007) - [j1]Janusz A. Starzyk, Haibo He:
Anticipation-Based Temporal Sequences Learning in Hierarchical Structure. IEEE Trans. Neural Networks 18(2): 344-358 (2007) - [c8]Xiaoping Shen, Haibo He, Gilbert G. Walter:
A Note on Orthogonality of The Finite Element Multiwavelets. CSC 2007: 118-126 - [c7]Haibo He, Xiaoping Shen:
A Ranked Subspace Learning Method for Gene Expression Data Classification. IC-AI 2007: 358-364 - [c6]Haibo He, Xiaoping Shen:
Bootstrap Methods for Foreign Currency Exchange Rates Prediction. IJCNN 2007: 1272-1277 - [c5]Haibo He, Xiaoping Shen:
Adaptive Iterative Learning for Classification based on Feature Selection and Combination Voting. IJCNN 2007: 2800-2805 - [c4]Janusz A. Starzyk, Haibo He, Yue Li:
A Hierarchical Self-organizing Associative Memory for Machine Learning. ISNN (1) 2007: 413-423 - [c3]Haibo He, Janusz A. Starzyk:
Online Dynamic Value System for Machine Learning. ISNN (1) 2007: 441-448 - [c2]Xiaoping Shen, Haibo He:
A Multiscale Probability Model for Intrusion Detection Systems. MLMTA 2007: 190-198 - 2005
- [c1]Janusz A. Starzyk, Mingwei Ding, Haibo He:
Optimized Interconnections in Probabilistic Self-Organizing Learning. Artificial Intelligence and Applications 2005: 479-484
Coauthor Index
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