MengChu Zhou

67.4k total citations · 17 hit papers
1.3k papers, 51.0k citations indexed

About

MengChu Zhou is a scholar working on Industrial and Manufacturing Engineering, Computational Theory and Mathematics and Artificial Intelligence. According to data from OpenAlex, MengChu Zhou has authored 1.3k papers receiving a total of 51.0k indexed citations (citations by other indexed papers that have themselves been cited), including 434 papers in Industrial and Manufacturing Engineering, 421 papers in Computational Theory and Mathematics and 297 papers in Artificial Intelligence. Recurrent topics in MengChu Zhou's work include Petri Nets in System Modeling (351 papers), Flexible and Reconfigurable Manufacturing Systems (235 papers) and Business Process Modeling and Analysis (151 papers). MengChu Zhou is often cited by papers focused on Petri Nets in System Modeling (351 papers), Flexible and Reconfigurable Manufacturing Systems (235 papers) and Business Process Modeling and Analysis (151 papers). MengChu Zhou collaborates with scholars based in United States, China and Macao. MengChu Zhou's co-authors include Zhiwu Li, Naiqi Wu, Xin Luo, Abdullah Abusorrah, F. DiCesare, Jing Bi, Haitao Yuan, Liang Qi, Xiwang Guo and Qi Kang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Automatic Control and Journal of Cleaner Production.

In The Last Decade

MengChu Zhou

1.3k papers receiving 49.7k citations

Hit Papers

Dendritic Neuron Model Wi... 1993 2026 2004 2015 2018 2004 1993 2014 2018 100 200 300 400 500
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction
    2018 583 citations Shangce Gao, MengChu Zhou et al. profile →
  2. Elementary siphons of Petri nets and their application to deadlock prevention in flexible manufacturing systems
    2004 535 citations Zhiwu Li, MengChu Zhou profile →
  3. Petri Net Synthesis for Discrete Event Control of Manufacturing Systems
    1993 491 citations MengChu Zhou et al. profile →
  4. An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems
    2014 466 citations MengChu Zhou et al. IEEE Transactions on Industrial Informatics profile →
  5. Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions
    2018 337 citations MengChu Zhou et al. profile →
  6. Routing in Internet of Vehicles: A Review
    2015 329 citations Jiujun Cheng, MengChu Zhou et al. IEEE Transactions on Intelligent Transportation Systems profile →
  7. A Survey of Cyber Attacks on Cyber Physical Systems: Recent Advances and Challenges
    2022 326 citations MengChu Zhou et al. profile →
  8. An embedded feature selection method for imbalanced data classification
    2019 307 citations MengChu Zhou et al. profile →
  9. Security and trust issues in Fog computing: A survey
    2018 278 citations MengChu Zhou et al. profile →
  10. Chaotic Local Search-Based Differential Evolution Algorithms for Optimization
    2019 276 citations Shangce Gao, Jiujun Cheng et al. IEEE Transactions on Systems Man and Cybernetics Systems profile →
  11. Energy-Optimized Partial Computation Offloading in Mobile-Edge Computing With Genetic Simulated-Annealing-Based Particle Swarm Optimization
    2020 275 citations Jing Bi, MengChu Zhou et al. IEEE Internet of Things Journal profile →
  12. A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method
    2015 254 citations MengChu Zhou et al. profile →
  13. Flexible Job-Shop Rescheduling for New Job Insertion by Using Discrete Jaya Algorithm
    2018 238 citations Kaizhou Gao, Fajun Yang et al. profile →
  14. Dynamic Cloud Task Scheduling Based on a Two-Stage Strategy
    2017 222 citations MengChu Zhou et al. profile →
  15. Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors
    2019 219 citations MengChu Zhou et al. profile →
  16. Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models
    2015 211 citations MengChu Zhou et al. profile →
  17. Internet of Things as System of Systems: A Review of Methodologies, Frameworks, Platforms, and Tools
    2020 192 citations MengChu Zhou et al. IEEE Transactions on Systems Man and Cybernetics Systems profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
MengChu Zhou United States 110 16.5k 13.9k 11.3k 9.6k 8.5k 1.3k 51.0k
Kalyanmoy Deb United States 88 10.4k 0.6× 43.5k 3.1× 40.8k 3.6× 5.6k 0.6× 4.5k 0.5× 566 101.6k
Fred Glover United States 73 16.3k 1.0× 6.3k 0.5× 10.4k 0.9× 6.6k 0.7× 1.3k 0.2× 400 37.2k
Marco Dorigo Belgium 73 11.1k 0.7× 8.4k 0.6× 22.8k 2.0× 12.9k 1.3× 3.4k 0.4× 354 53.2k
James Kennedy United States 23 5.4k 0.3× 13.6k 1.0× 32.3k 2.9× 7.3k 0.8× 2.9k 0.3× 38 77.0k
R.C. Eberhart United States 21 4.5k 0.3× 11.3k 0.8× 27.6k 2.5× 6.1k 0.6× 2.5k 0.3× 48 65.1k
Witold Pedrycz Canada 108 2.2k 0.1× 16.5k 1.2× 31.6k 2.8× 4.5k 0.5× 8.4k 1.0× 2.1k 62.7k
Seyedali Mirjalili Australia 112 6.3k 0.4× 20.7k 1.5× 50.6k 4.5× 8.7k 0.9× 4.0k 0.5× 551 99.6k
Sakshi Agarwal India 6 4.4k 0.3× 10.7k 0.8× 9.6k 0.9× 2.3k 0.2× 1.8k 0.2× 27 34.1k
Fei‐Yue Wang China 84 2.2k 0.1× 3.2k 0.2× 7.6k 0.7× 4.5k 0.5× 5.4k 0.6× 1.2k 37.9k
Amrit Pratap United States 4 4.4k 0.3× 10.7k 0.8× 9.6k 0.9× 2.3k 0.2× 1.8k 0.2× 5 34.1k

Countries citing papers authored by MengChu Zhou

Since Specialization
Citations

This map shows the geographic impact of MengChu Zhou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by MengChu Zhou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites MengChu Zhou more than expected).

Fields of papers citing papers by MengChu Zhou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by MengChu Zhou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by MengChu Zhou. The network helps show where MengChu Zhou may publish in the future.

Co-authorship network of co-authors of MengChu Zhou

This figure shows the co-authorship network connecting the top 25 collaborators of MengChu Zhou. A scholar is included among the top collaborators of MengChu Zhou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with MengChu Zhou. MengChu Zhou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Zhang, Jie, et al.. (2025). Electric vehicle charging network security: A survey. Journal of Systems Architecture. 159. 103337–103337. 3 indexed citations
2.
Wang, Huiyan, Rui Peng, Yong‐Guan Zhu, et al.. (2025). Few-Shot Photovoltaic Film Defect Detection With Contextual Ensemble Language-Image Multimodal Network. IEEE Transactions on Industrial Informatics. 21(8). 6274–6283. 1 indexed citations
3.
Wu, Quanwang, et al.. (2024). A diversity and reliability-enhanced synthetic minority oversampling technique for multi-label learning. Information Sciences. 690. 121579–121579. 1 indexed citations
4.
Zhou, Yangming, et al.. (2024). A bilevel hybrid iterated search approach to soft-clustered capacitated arc routing problems. Transportation Research Part B Methodological. 184. 102944–102944. 4 indexed citations
5.
Zuo, Xingquan, et al.. (2024). Millisecond-Scale Real-Time Scheduling of Buses: A Controller-Based Approach. IEEE Transactions on Intelligent Transportation Systems. 25(7). 7893–7906. 1 indexed citations
6.
Yuan, Haitao, Jing Bi, Shuang Li, Jia Zhang, & MengChu Zhou. (2024). An Improved LSTM-Based Prediction Approach for Resources and Workload in Large-Scale Data Centers. IEEE Internet of Things Journal. 11(12). 22816–22829. 13 indexed citations
7.
Bi, Jing, et al.. (2024). ARIMA-Based and Multiapplication Workload Prediction With Wavelet Decomposition and Savitzky–Golay Filter in Clouds. IEEE Transactions on Systems Man and Cybernetics Systems. 54(4). 2495–2506. 13 indexed citations
8.
Zhu, Chao, et al.. (2023). Integrated system model of spray flash vacuum distillation with internal heat recovery. Desalination. 564. 116793–116793. 2 indexed citations
9.
Cao, Zhengcai, et al.. (2022). Solving an order batching, picker assignment, batch sequencing and picker routing problem via information integration. Journal of Industrial Information Integration. 31. 100414–100414. 13 indexed citations
10.
Zhou, MengChu, Guangdong Tian, Amir M. Fathollahi‐Fard, & Maxim A. Dulebenets. (2022). Editorial on smart and sustainable logistics. Journal of Industrial Information Integration. 30. 100390–100390. 2 indexed citations
11.
Cheng, Jiujun, et al.. (2020). A Connectivity-Prediction-Based Dynamic Clustering Model for VANET in an Urban Scene. IEEE Internet of Things Journal. 7(9). 8410–8418. 82 indexed citations
12.
Wen, Ying, et al.. (2020). Sparse Common Feature Representation for Undersampled Face Recognition. IEEE Internet of Things Journal. 8(7). 5607–5618. 19 indexed citations
13.
Feng, Yixiong, MengChu Zhou, Guangdong Tian, et al.. (2018). Target Disassembly Sequencing and Scheme Evaluation for CNC Machine Tools Using Improved Multiobjective Ant Colony Algorithm and Fuzzy Integral. IEEE Transactions on Systems Man and Cybernetics Systems. 49(12). 2438–2451. 111 indexed citations
14.
Gao, Kaizhou, Yicheng Zhang, Rong Su, et al.. (2018). Solving Traffic Signal Scheduling Problems in Heterogeneous Traffic Network by Using Meta-Heuristics. IEEE Transactions on Intelligent Transportation Systems. 20(9). 3272–3282. 48 indexed citations
15.
Huang, Yi‐Sheng, et al.. (2017). Design of Regulatory Traffic Light Control Systems with Synchronized Timed Petri Nets. Asian Journal of Control. 20(1). 174–185. 18 indexed citations
16.
Yang, Fajun, Naiqi Wu, Yan Qiao, et al.. (2017). Modeling and Optimal Cyclic Scheduling of Time-Constrained Single-Robot-Arm Cluster Tools via Petri Nets and Linear Programming. IEEE Transactions on Systems Man and Cybernetics Systems. 50(3). 871–883. 29 indexed citations
17.
Li, Feng, et al.. (2017). An Adaptive Online Co-Search Method With Distributed Samples for Dynamic Target Tracking. IEEE Transactions on Control Systems Technology. 26(2). 439–451. 17 indexed citations
18.
Cai, Guoqiang, Limin Jia, Jian Sun, et al.. (2015). System architecture of a train sensor network for ubiquitous safety monitoring (D). International Conference on Software Engineering. 736–738.
19.
Li, Jun, MengChu Zhou, Tao Guo, Yahui Gan, & Xianzhong Dai. (2014). Robust control reconfiguration of resource allocation systems with Petri nets and integer programming. Automatica. 50(3). 915–923. 50 indexed citations
20.
Xu, Haiping, et al.. (2011). A real-time reliability model for ontology-based dynamic web service composition. Software Engineering and Knowledge Engineering. 153–158. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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