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Mengchu Zhou · SciRah

Researcher profile · Semantic Scholar

Mengchu Zhou

NJIT, MUST, and KAU

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Mengchu Zhou — researcher profile on SciRah

ORCID iD 0000-0002-5408-8752

h-index: 118
Works: 1,187
Citations: 54K

Most-cited papers

Iterated Greedy Algorithms for Flow-Shop Scheduling Problems: A Tutorial
Zi-Yan Zhao, Mengchu Zhou, Shixin Liu
2022IEEE Transactions on Automation Science and Engineering212 citations
Semantic Scholar
Fast and Accurate Non-Negative Latent Factor Analysis of High-Dimensional and Sparse Matrices in Recommender Systems
Xin Luo, Yue Zhou, Zhigang Liu, Mengchu Zhou
2023IEEE Transactions on Knowledge and Data Engineering191 citations Open access
Semantic Scholar
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
Hao Wu, Xin Luo, Mengchu Zhou, M. Rawa +2 more
2022IEEE/CAA Journal of Automatica Sinica148 citations
Semantic Scholar
Surrogate-Assisted Autoencoder-Embedded Evolutionary Optimization Algorithm to Solve High-Dimensional Expensive Problems
Meiji Cui, Li Li, Mengchu Zhou, A. Abusorrah
2022IEEE Transactions on Evolutionary Computation136 citations
Semantic Scholar
Feature Map Distillation of Thin Nets for Low-Resolution Object Recognition
Zhenhua Huang, Shunzhi Yang, Mengchu Zhou, Zhe-Tao Li +2 more
2022IEEE Transactions on Image Processing114 citations
Semantic Scholar
A survey on semantic communications: Technologies, solutions, applications and challenges
Yating Liu, Xiaojie Wang, Zhao-Long Ning, Mengchu Zhou +2 more
2023Digit. Commun. Networks96 citations Open access
Semantic Scholar
An Algorithm of Inductively Identifying Clusters From Attributed Graphs
Lun Hu, Shicheng Yang, Xin Luo, Mengchu Zhou
2022IEEE Transactions on Big Data94 citations
Semantic Scholar
A Momentum-Accelerated Hessian-Vector-Based Latent Factor Analysis Model
Weiling Li, Xin Luo, Hua-Qiang Yuan, Mengchu Zhou
2023IEEE Transactions on Services Computing90 citations
Semantic Scholar
Competition-Driven Multimodal Multiobjective Optimization and Its Application to Feature Selection for Credit Card Fraud Detection
Shoufei Han, Kun Liu, Mengchu Zhou, Xinye Cai
2022IEEE Transactions on Systems, Man & Cybernetics. Systems82 citations
Semantic Scholar
Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach
Shoufei Han, Kun Liu, Mengchu Zhou, Xiaojin Liu
2022IEEE transactions on intelligent transportation systems (Print)79 citations
Semantic Scholar
Scoring and Dynamic Hierarchy-Based NSGA-II for Multiobjective Workflow Scheduling in the Cloud
Hui-Fang Li, Binyang Wang, Yan Yuan, Mengchu Zhou +2 more
2022IEEE Transactions on Automation Science and Engineering78 citations
Semantic Scholar
Minority-Weighted Graph Neural Network for Imbalanced Node Classification in Social Networks of Internet of People
Ke-Fan Wang, Jing An, Mengchu Zhou, Zhentao Shi +2 more
2023IEEE Internet of Things Journal69 citations
Semantic Scholar
Dual Feature Interaction-Based Graph Convolutional Network
Zhongying Zhao, Zhan Yang, Chao Li, Qingtian Zeng +2 more
2023IEEE Transactions on Knowledge and Data Engineering68 citations
Semantic Scholar
Parallel Adaptive Stochastic Gradient Descent Algorithms for Latent Factor Analysis of High-Dimensional and Incomplete Industrial Data
Wen Qin, Xin Luo, Shuai Li, Mengchu Zhou
2024IEEE Transactions on Automation Science and Engineering64 citations
Semantic Scholar
Toward explicit control between exploration and exploitation in evolutionary algorithms: A case study of differential evolution
Zonghui Cai, X. Yang, Mengchu Zhou, Zhi-Hui Zhan +1 more
2023Information Sciences61 citations Open access
Semantic Scholar
Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud
Hui-Fang Li, Danjing Wang, Mengchu Zhou, Yu-Shun Fan +1 more
2022IEEE Transactions on Parallel and Distributed Systems61 citations
Semantic Scholar
Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview
Yue Zhou, Xin-Gao Luo, Mengchu Zhou
2023IEEE/CAA Journal of Automatica Sinica57 citations
Semantic Scholar
Energy-Minimized Partial Computation Offloading for Delay-Sensitive Applications in Heterogeneous Edge Networks
Jing Bi, Haitao Yuan, Kai-Yi Zhang, Mengchu Zhou
2022IEEE Transactions on Emerging Topics in Computing57 citations
Semantic Scholar
Self-adaptive Bat Algorithm With Genetic Operations
Jing Bi, Haitao Yuan, Jiahui Zhai, Mengchu Zhou +1 more
2022IEEE/CAA Journal of Automatica Sinica56 citations
Semantic Scholar
Discrete Whale Optimization Algorithm for Disassembly Line Balancing With Carbon Emission Constraint
Xinshuo Cui, Xi-Wang Guo, Mengchu Zhou, Jia-Cun Wang +2 more
2023IEEE Robotics and Automation Letters53 citations
Semantic Scholar
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
Zhen Qin, Xueqiang Yan, Mengchu Zhou, Shui-Guang Deng
2022The Web Conference51 citations Open access
Semantic Scholar
A Second-Order Symmetric Non-Negative Latent Factor Model for Undirected Weighted Network Representation
Weiling Li, Renfang Wang, Xin Luo, Mengchu Zhou
2023IEEE Transactions on Network Science and Engineering50 citations
Semantic Scholar
Fuzzy Enhanced Adaptive Admittance Control of a Wearable Walking Exoskeleton With Step Trajectory Shaping
P. Huang, Zhijun Li, Mengchu Zhou, Xiang Li +1 more
2022IEEE transactions on fuzzy systems49 citations
Semantic Scholar
Endpoint Communication Contention-Aware Cloud Workflow Scheduling
Quan-Wang Wu, Mengchu Zhou, Junhao Wen
2022IEEE Transactions on Automation Science and Engineering46 citations
Semantic Scholar
Wearable Robots for Human Underwater Movement Ability Enhancement: A Survey
H. Xia, Muhammad Alamgeer Khan, Zhi-Jun Li, Mengchu Zhou
2022IEEE/CAA Journal of Automatica Sinica44 citations
Semantic Scholar
Scheduling Robotic Cellular Manufacturing Systems With Timed Petri Net, A* Search, and Admissible Heuristic Function
Bo Huang, Mengchu Zhou, A. Abusorrah, K. Sedraoui
2022IEEE Transactions on Automation Science and Engineering42 citations
Semantic Scholar
Chaotic-Nondominated-Sorting Owl Search Algorithm for Energy-Aware Multi-Workflow Scheduling in Hybrid Clouds
Hui-Fang Li, Guanghao Xu, Danjing Wang, Mengchu Zhou +2 more
2022IEEE Transactions on Sustainable Computing40 citations
Semantic Scholar
Deeply Supervised Subspace Learning for Cross-Modal Material Perception of Known and Unknown Objects
Pengwen Xiong, Junjie Liao, Mengchu Zhou, Ai-Guo Song +1 more
2023IEEE Transactions on Industrial Informatics39 citations
Semantic Scholar
A Progressive Quadric Graph Convolutional Network for 3D Human Mesh Recovery
Lei Wang, X. Liu, Xiaoliang Ma, Jia-Ji Wu +2 more
2023IEEE transactions on circuits and systems for video technology (Print)38 citations
Semantic Scholar
Energy Consumption and Performance Optimized Task Scheduling in Distributed Data Centers
Haitao Yuan, Jing Bi, Jia Zhang, Mengchu Zhou
2022IEEE Transactions on Systems, Man & Cybernetics. Systems37 citations
Semantic Scholar
Energy-Efficient and QoS-Optimized Adaptive Task Scheduling and Management in Clouds
Haitao Yuan, Jing Bi, Mengchu Zhou
2022IEEE Transactions on Automation Science and Engineering37 citations
Semantic Scholar
Evolutionary Weighted Broad Learning and Its Application to Fault Diagnosis in Self-Organizing Cellular Networks
Shoufei Han, Kun Liu, Mengchu Zhou, Xiaojin Liu
2022IEEE Transactions on Cybernetics35 citations
Semantic Scholar
A State-Equation-Based Backward Approach to a Legal Firing Sequence Existence Problem in Petri Nets
Liang Qi, Yueh-chih Su, Mengchu Zhou, A. Abusorrah
2023IEEE Transactions on Systems, Man & Cybernetics. Systems34 citations
Semantic Scholar
A Tutorial on Internet of Behaviors: Concept, Architecture, Technology, Applications, and Challenges
Qing-Lin Zhao, Guangcheng Li, Jin-Cheng Cai, Mengchu Zhou +1 more
2023IEEE Communications Surveys and Tutorials34 citations
Semantic Scholar
Optimal Cyclic Scheduling of Wafer-Residency-Time-Constrained Dual-Arm Cluster Tools by Configuring Processing Modules and Robot Waiting Time
Jufeng Wang, Chunfeng Liu, Mengchu Zhou, Tingting Leng +1 more
2023IEEE transactions on semiconductor manufacturing33 citations
Semantic Scholar
Generalized fault diagnosis method of transmission lines using transfer learning technique
F. Shakiba, Milad Shojaee, S. Azizi, Mengchu Zhou
2022Neurocomputing32 citations
Semantic Scholar
Budget-Constrained Optimal Deployment of Redundant Services in Edge Computing Environment
Pengwei Wang, Jin Xu, Mengchu Zhou, A. Albeshri
2023IEEE Internet of Things Journal31 citations
Semantic Scholar
Fully Complex-Valued Gated Recurrent Neural Network for Ultrasound Imaging
Zhenyu Lei, Shangce Gao, H. Hasegawa, Zhiming Zhang +2 more
2023IEEE Transactions on Neural Networks and Learning Systems31 citations
Semantic Scholar
Firefly algorithm and learning-based geographical task scheduling for operational cost minimization in distributed green data centers
A. Ammari, Wael Labidi, F. Mnif, Haitao Yuan +2 more
2022Neurocomputing31 citations
Semantic Scholar
A New Linguistic Petri Net for Complex Knowledge Representation and Reasoning
Hu-Chen Liu, Xue Luan, Mengchu Zhou, Yun Xiong
2022IEEE Transactions on Knowledge and Data Engineering30 citations
Semantic Scholar
Symbolic Scheduling of Robotic Cellular Manufacturing Systems With Timed Petri Nets
Bo Huang, Mengchu Zhou
2022IEEE Transactions on Control Systems Technology30 citations
Semantic Scholar
Visual Relationship Detection: A Survey
Junlu Cheng, Lei Wang, Jia-Ji Wu, Xiping Hu +3 more
2022IEEE Transactions on Cybernetics30 citations
Semantic Scholar
A Biobjective Scheme for Kinematic Control of Mobile Robotic Arms With Manipulability Optimization
Zhengtai Xie, Long Jin, Xin Luo, Mengchu Zhou +1 more
2024IEEE/ASME transactions on mechatronics29 citations
Semantic Scholar
Green Energy Forecast-Based Bi-Objective Scheduling of Tasks Across Distributed Clouds
Jing Bi, Haitao Yuan, Jia Zhang, Mengchu Zhou
2022IEEE Transactions on Sustainable Computing29 citations
Semantic Scholar
A Dynamic Evolution Method for Autonomous Vehicle Groups in a Highway Scene
Jiujun Cheng, Ming Ju, Mengchu Zhou, Cong Liu +3 more
2022IEEE Internet of Things Journal29 citations
Semantic Scholar
Intelligent Geodemographic Clustering Based on Neural Network and Particle Swarm Optimization
M. Ghahramani, A. O'Hagan, Mengchu Zhou, James Sweeney
2022IEEE Transactions on Systems, Man, and Cybernetics: Systems26 citations
Semantic Scholar
Multirobot Cooperative Patrolling Strategy for Moving Objects
Li Huang, Mengchu Zhou, Kuang-Rong Hao, Hua Han
2023IEEE Transactions on Systems, Man & Cybernetics. Systems24 citations
Semantic Scholar
Scheduling Single-Arm Multicluster Tools for Two-Type Wafers With Lower-Bound Cycle Time
Qinghua Zhu, GengHong Wang, N. Wu, Yan Qiao +3 more
2023IEEE Transactions on Systems, Man & Cybernetics. Systems24 citations
Semantic Scholar
Human Intention-Aware Motion Planning and Adaptive Fuzzy Control for a Collaborative Robot With Flexible Joints
Xiao-Qiang Ren, Zhijun Li, Mengchu Zhou, Ying-Bai Hu
2023IEEE transactions on fuzzy systems23 citations
Semantic Scholar
Adaptive Particle Swarm Optimizer Combining Hierarchical Learning With Variable Population
Huan Liu, Junqi Zhang, Mengchu Zhou
2023IEEE Transactions on Systems, Man & Cybernetics. Systems23 citations
Semantic Scholar

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