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Zhen Ni
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2020 – today
- 2024
- [j49]Yiran Pang
, Zhen Ni
, Xiangnan Zhong
:
Federated Learning for Crowd Counting in Smart Surveillance Systems. IEEE Internet Things J. 11(3): 5200-5209 (2024) - [j48]Xiangnan Zhong
, Zhen Ni
:
A Neural-Reinforcement-Learning-Based Guaranteed Cost Control for Perturbed Tracking Systems. IEEE Trans. Artif. Intell. 5(6): 3205-3217 (2024) - [j47]Ke Wang, Chaoxu Mu, Zhen Ni, Derong Liu:
Safe Reinforcement Learning and Adaptive Optimal Control With Applications to Obstacle Avoidance Problem. IEEE Trans Autom. Sci. Eng. 21(3): 4599-4612 (2024) - [j46]Xiaoyao Zheng
, Zhen Ni
, Xiangnan Zhong
, Yonglong Luo
:
Kernelized Deep Learning for Matrix Factorization Recommendation System Using Explicit and Implicit Information. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1205-1216 (2024) - 2023
- [j45]Xiaoyao Zheng, Baoting Han, Zhen Ni:
Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering. IEEE CAA J. Autom. Sinica 10(2): 486-500 (2023) - [i2]Geoffrey C. Fox, Mary P. Thomas, Sajal Bhatia, Marisa Brazil
, Nicole M. Gasparini, Venkatesh Mohan Merwade, Henry J. Neeman, Jeff Carver, Henri Casanova, Vipin Chaudhary, Dirk Colbry, Lonnie D. Crosby
, Prasun Dewan, Jessica Eisma, Irfan Ahmed, Kate Kaehey, Qianqian Liu, Zhen Ni, Sushil K. Prasad, Apan Qasem, Erik Saule, Prabha Sundaravadivel, Karen Tomko:
Report on 2023 CyberTraining PI Meeting, 26-27 September 2023. CoRR abs/2312.14199 (2023) - 2022
- [j44]Jinjin Zhang
, Chengliang Zhong, Shouxiang Fan, Xiaodong Mu, Zhen Ni:
Hierarchical attention and feature projection for click-through rate prediction. Appl. Intell. 52(8): 8651-8663 (2022) - [j43]Chaoxu Mu
, Ke Wang
, Shiqian Ma, Zhiqiang Chong, Zhen Ni
:
Adaptive composite frequency control of power systems using reinforcement learning. CAAI Trans. Intell. Technol. 7(4): 671-684 (2022) - [j42]Zhen Ni, Lili Bo
, Bin Li, Tianhao Chen, Xiaobing Sun, Xiaoxue Wu:
An approach of method-level bug localization. IET Softw. 16(4): 422-437 (2022) - [j41]Tianyu Cui, Yiying Dou, Puwen Tan, Zhen Ni, Tianyuan Liu, Duolin Wang, Yan Huang, Kaican Cai, Xiaoyang Zhao, Dong Xu
, Hao Lin
, Dong Wang
:
RNALocate v2.0: an updated resource for RNA subcellular localization with increased coverage and annotation. Nucleic Acids Res. 50(D1): 333-339 (2022) - [j40]Chaoxu Mu
, Ke Wang
, Zhen Ni
:
Adaptive Learning and Sampled-Control for Nonlinear Game Systems Using Dynamic Event-Triggering Strategy. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4437-4450 (2022) - [c54]Avijit Das, Zhen Ni, Di Wu:
An Efficient Distributed Reinforcement Learning for Enhanced Multi-Microgrid Management. IJCNN 2022: 1-6 - [c53]Yanbin Lin, Zhen Ni, Xiangnan Zhong:
Multi-Virtual-Agent Reinforcement Learning for a Stochastic Predator-Prey Grid Environment. IJCNN 2022: 1-8 - [i1]Zhen Ni, Guitao Cao, Ye Duan:
Semi-Supervised Representative Region Texture Extraction of Façade. CoRR abs/2212.02220 (2022) - 2021
- [c52]Zhen Ni, Cuidi Wei, Timothy Wood, Nakjung Choi
:
A SmartNIC-based Load Balancing and Auto Scaling Framework for Middlebox Edge Server. NFV-SDN 2021: 21-27 - [c51]Xiangnan Zhong, Zhen Ni:
An Intelligent and Secure Control Approach for Nonlinear Systems under Attacks. SSCI 2021: 1-8 - 2020
- [j39]Zhen Ni
, Qianmu Li
:
Fusion Learning Model for Mobile Face Safe Detection and Facial Gesture Analysis. IEEE Access 8: 61043-61050 (2020) - [j38]Zhen Ni, Bin Li, Xiaobing Sun
, Tianhao Chen, Ben Tang, Xinchen Shi:
Analyzing bug fix for automatic bug cause classification. J. Syst. Softw. 163: 110538 (2020) - [j37]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) - [j36]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) - [j35]Chaoxu Mu
, Ke Wang
, Zhen Ni
, Changyin Sun
:
Cooperative Differential Game-Based Optimal Control and Its Application to Power Systems. IEEE Trans. Ind. Informatics 16(8): 5169-5179 (2020) - [j34]Jun Hou
, Qianmu Li
, Shicheng Cui, Shunmei Meng, Sainan Zhang, Zhen Ni, Ye Tian:
Low-cohesion differential privacy protection for industrial Internet. J. Supercomput. 76(11): 8450-8472 (2020) - [j33]Shuva Paul
, Zhen Ni
, Chaoxu Mu
:
A Learning-Based Solution for an Adversarial Repeated Game in Cyber-Physical Power Systems. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4512-4523 (2020) - [j32]Priti Paudyal, Prateek Munankarmi, Zhen Ni
, Timothy M. Hansen
:
A Hierarchical Control Framework With a Novel Bidding Scheme for Residential Community Energy Optimization. IEEE Trans. Smart Grid 11(1): 710-719 (2020) - [j31]Avijit Das, Zhen Ni
:
A Novel Fitted Rolling Horizon Control Approach for Real-Time Policy Making in Microgrid. IEEE Trans. Smart Grid 11(4): 3535-3544 (2020) - [c50]Zhiqiang Wan, Lusi Li
, Hepeng Li, Haibo He, Zhen Ni:
One-Shot Unsupervised Domain Adaptation for Object Detection. IJCNN 2020: 1-8 - [c49]Shuva Paul, Zhen Ni, Fei Ding:
An Analysis of Post Attack Impacts and Effects of Learning Parameters on Vulnerability Assessment of Power Grid. ISGT 2020: 1-5
2010 – 2019
- 2019
- [j30]Xiaobing Sun
, Wei Zhou, Bin Li, Zhen Ni, Jinting Lu:
Bug Localization for Version Issues With Defect Patterns. IEEE Access 7: 18811-18820 (2019) - [j29]Md. Rashedul Haq, Zhen Ni
:
A New Hybrid Model for Short-Term Electricity Load Forecasting. IEEE Access 7: 125413-125423 (2019) - [j28]Jun Hou
, Qianmu Li
, Shunmei Meng
, Zhen Ni
, Yini Chen, Yaozong Liu:
DPRF: A Differential Privacy Protection Random Forest. IEEE Access 7: 130707-130720 (2019) - [j27]Zhen Ni
, Naresh Malla, Xiangnan Zhong
:
Prioritizing Useful Experience Replay for Heuristic Dynamic Programming-Based Learning Systems. IEEE Trans. Cybern. 49(11): 3911-3922 (2019) - [j26]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) - [j25]Zhen Ni
, Shuva Paul
:
A Multistage Game in Smart Grid Security: A Reinforcement Learning Solution. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2684-2695 (2019) - [j24]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) - [c48]Chao Jiang, Yi Guo, Zhen Ni, Haibo He:
Optimization of Merging Pedestrian Flows Based on Adaptive Dynamic Programming. ACC 2019: 2626-2632 - [c47]Avijit Das, Zhen Ni:
A Case Study of Horizon Window in Receding Horizon Control for Renewable Energy Integration. EIT 2019: 282-287 - [c46]Shuva Paul, Zhen Ni:
Study of Learning of Power Grid Defense Strategy in Adversarial Stage Game. EIT 2019: 292-297 - [c45]Md. Rashedul Haq, Zhen Ni:
Classification of Electricity Load Profile Data and The Prediction of Load Demand Variability. EIT 2019: 304-309 - [c44]Shuva Paul, Md. Rashedul Haq, Avijit Das, Zhen Ni:
A Comparative Study of Smart Grid Security Based on Unsupervised Learning and Load Ranking. EIT 2019: 310-315 - [c43]Md. Rashedul Haq, Zhen Ni:
A Composite Extended Nearest Neighbor Model for Day-Ahead Load Forecasting. IJCNN 2019: 1-8 - [c42]Shuva Paul, Zhen Ni:
A Strategic Analysis of Attacker-Defender Repeated Game in Smart Grid Security. ISGT 2019: 1-5 - [c41]Zhen Ni, Qianmu Li, Ting Li:
Design of Dynamic Analysis and Grammar Generation Method in Industrial Control Protocols Test. iThings/GreenCom/CPSCom/SmartData 2019: 216-221 - [c40]Xiaoqian Liu, Qianmu Li, Zhen Ni, Jun Hou:
Differentially Private Recommender System with Autoencoders. iThings/GreenCom/CPSCom/SmartData 2019: 450-457 - [c39]Zhen Ni, Guyue Liu, Dennis Afanasev, Timothy Wood
, Jinho Hwang:
Advancing Network Function Virtualization Platforms with Programmable NICs. LANMAN 2019: 1-6 - 2018
- [j23]Zhen Ni
, Avijit Das:
A New Incentive-Based Optimization Scheme for Residential Community With Financial Trade-Offs. IEEE Access 6: 57802-57813 (2018) - [j22]Zhen Ni, Qianmu Li
, Gang Liu:
Game-Model-Based Network Security Risk Control. Computer 51(4): 28-38 (2018) - [j21]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) - [j20]Shiva Poudel, Zhen Ni
, Wei Sun:
Electrical Distance Approach for Searching Vulnerable Branches During Contingencies. IEEE Trans. Smart Grid 9(4): 3373-3382 (2018) - [j19]Avijit Das, Zhen Ni
:
A Computationally Efficient Optimization Approach for Battery Systems in Islanded Microgrid. IEEE Trans. Smart Grid 9(6): 6489-6499 (2018) - [c38]Quazi Irfan, Calvin Jensen, Zhen Ni, Steven Hietpas:
Building an Exoskeleton Glove on Virtual Reality Platform. EIT 2018: 645-650 - [c37]Shuva Paul, Zhen Ni:
A Study of Linear Programming and Reinforcement Learning for One-Shot Game in Smart Grid Security. IJCNN 2018: 1-8 - [c36]Xiangnan Zhong, Zhen Ni:
Data-Driven Reinforcement Learning Design for Multi-agent Systems with Unknown Disturbances. IJCNN 2018: 1-8 - [c35]Zhen Ni, Timothy Wood:
Measuring Performance and Isolation Tradeoffs for NFV. LANMAN 2018: 114-115 - [c34]Sundaresan Rajasekaran, Harpreet Singh Chawla, Zhen Ni, Neel Shah, Emery D. Berger
, Timothy Wood
:
CRIMES: Using Evidence to Secure the Cloud. Middleware 2018: 40-52 - 2017
- [j18]Bin Xia, Zhen Ni, Tao Li, Qianmu Li
, Qifeng Zhou:
VRer: Context-Based Venue Recommendation using embedded space ranking SVM in location-based social network. Expert Syst. Appl. 83: 18-29 (2017) - [j17]Naresh Malla, Ujjwol Tamrakar
, Dipesh Shrestha, Zhen Ni, Reinaldo Tonkoski
:
Online learning control for harmonics reduction based on current controlled voltage source power inverters. IEEE CAA J. Autom. Sinica 4(3): 447-457 (2017) - [j16]Naresh Malla
, Zhen Ni
:
A new history experience replay design for model-free adaptive dynamic programming. Neurocomputing 266: 141-149 (2017) - [j15]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) - [j14]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) - [j13]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) - [c33]Manisha Maharjan, Ujjwol Tamrakar
, Naresh Malla, Fernando Bereta dos Reis, Zhen Ni, Timothy M. Hansen, Reinaldo Tonkoski
:
Adaptive droop-based active power curtailment method for overvoltage prevention in low voltage distribution network. EIT 2017: 1-6 - [c32]Dipesh Shrestha, Ujjwol Tamrakar
, Zhen Ni, Reinaldo Tonkoski
:
Experimental verification of virtual inertia in diesel generator based microgrids. ICIT 2017: 95-100 - [c31]Zhen Ni, Naresh Malla, Xiangnan Zhong:
Towards enabling deep learning techniques for adaptive dynamic programming. IJCNN 2017: 2828-2835 - [c30]Shuva Paul, Zhen Ni:
Vulnerability analysis for simultaneous attack in smart grid security. ISGT 2017: 1-5 - [c29]Tamal Roy, Avijit Das, Zhen Ni:
Optimization in load scheduling of a residential community using dynamic pricing. ISGT 2017: 1-5 - [c28]Zhen Ni, Priti Paudyal, Xiangnan Zhong:
A computational intelligence approach for residential home energy management considering reward incentives. SSCI 2017: 1-8 - [c27]Zhen Ni, Shuva Paul, Xiangnan Zhong, Qinglai Wei:
A reinforcement learning approach for sequential decision-making process of attacks in smart grid. SSCI 2017: 1-8 - 2016
- [j12]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) - [j11]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) - [j10]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) - [c26]Naresh Malla, Dipesh Shrestha, Zhen Ni, Reinaldo Tonkoski
:
Supplementary control for virtual synchronous machine based on adaptive dynamic programming. CEC 2016: 1998-2005 - [c25]Dipesh Shrestha, Ujjwol Tamrakar
, Naresh Malla, Zhen Ni, Reinaldo Tonkoski
:
Reduction of energy consumption of virtual synchronous machine using supplementary adaptive dynamic programming. EIT 2016: 690-694 - [c24]Lekhnath Kafle, Zhen Ni, Reinaldo Tonkoski
, Qiquan Qiao:
Frequency control of isolated micro-grid using a droop control approach. EIT 2016: 771-775 - [c23]Sundaresan Rajasekaran, Zhen Ni, Harpreet Singh Chawla, Neel Shah, Timothy Wood
, Emery D. Berger
:
Scalable Cloud Security via Asynchronous Virtual Machine Introspection. HotCloud 2016 - [c22]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 - [c21]Xiangnan Zhong, Zhen Ni, Haibo He:
Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system. IJCNN 2016: 4557-4564 - [c20]Chao Jiang
, Zhen Ni, Yi Guo
, Haibo He:
Robot-assisted pedestrian regulation in an exit corridor. IROS 2016: 815-822 - [c19]Avijit Das, Zhen Ni, Timothy M. Hansen, Xiangnan Zhong:
Energy storage system operation: Case studies in deterministic and stochastic environments. ISGT 2016: 1-5 - [c18]Shiva Poudel, Zhen Ni, Timothy M. Hansen, Reinaldo Tonkoski
:
Cascading failures and transient stability experiment analysis in power grid security. ISGT 2016: 1-5 - [c17]Avijit Das, Zhen Ni, Xiangnan Zhong:
Near optimal control for microgrid energy systems considering battery lifetime characteristics. SSCI 2016: 1-8 - [c16]Lekhnath Kafle, Zhen Ni:
Fuzzy logic adjustment for power sharing in wind and PV-based isolated microgrid. SSCI 2016: 1-7 - 2015
- [j9]Xiao Fang, Dezhong Zheng, Haibo He, Zhen Ni:
Data-driven heuristic dynamic programming with virtual reality. Neurocomputing 166: 244-255 (2015) - [j8]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) - [j7]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) - [c15]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 - [c14]Zhen Ni, Xiangnan Zhong, Haibo He:
A boundedness theoretical analysis for GrADP design: A case study on maze navigation. IJCNN 2015: 1-8 - [c13]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 - 2014
- [j6]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) - [j5]Zhen Ni, Qianmu Li, Tao Li, Yong Qi:
A WSN Nodes Access Mechanism and Directed Diffusion in Emergency Circumstances. J. Digit. Inf. Manag. 12(4): 235-245 (2014) - [c12]Xiangnan Zhong, Zhen Ni, Yufei Tang, Haibo He:
Data-driven partially observable dynamic processes using adaptive dynamic programming. ADPRL 2014: 1-8 - [c11]Zhen Ni, Yufei Tang, Haibo He, Jinyu Wen
:
Multi-machine power system control based on dual heuristic dynamic programming. CIASG 2014: 154-160 - [c10]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 - [c9]Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang:
Experimental studies on indoor sign recognition and classification. CIDM 2014: 489-494 - [c8]James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He:
Advancing motivated learning with goal creation. CIHLI 2014: 70-77 - [c7]Zhilu Chen, Xinming Huang, Zhen Ni, Haibo He:
A GPU-based real-time traffic sign detection and recognition system. CIVTS 2014: 1-5 - [c6]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 - 2013
- [j4]Zhen Ni, Haibo He:
Heuristic dynamic programming with internal goal representation. Soft Comput. 17(11): 2101-2108 (2013) - [j3]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) - [j2]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) - [c5]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 - 2012
- [j1]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) - [c4]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 - 2011
- [c3]Jian Fu, Haibo He, Zhen Ni:
Adaptive dynamic programming with balanced weights seeking strategy. ADPRL 2011: 210-217 - [c2]Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu:
An online actor-critic learning approach with Levenberg-Marquardt algorithm. IJCNN 2011: 2333-2340 - [c1]Jian Fu, Haibo He, Qing Liu, Zhen Ni:
An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control. ISNN (3) 2011: 1-10
Coauthor Index
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