Mengchu Zhou

Ph. D.

    Accepting PhD Students

    • 24218 Citations
    • 76 h-Index
    1988 …2020

    Research output per year

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    Research Output

    2020

    Accessibility Analysis and Modeling for IoV in an Urban Scene

    Cheng, J., Yuan, G., Zhou, M., Gao, S., Liu, C., Duan, H. & Zeng, Q., Apr 2020, In : IEEE Transactions on Vehicular Technology. 69, 4, p. 4246-4256 11 p., 8976295.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    2 Scopus citations

    A discrete wavelet transform and singular value decomposition-based digital video watermark method

    Liu, Q., Yang, S., Liu, J., Xiong, P. & Zhou, M., Sep 2020, In : Applied Mathematical Modelling. 85, p. 273-293 21 p.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    A Fluid Mechanics-Based Data Flow Model to Estimate VANET Capacity

    Cheng, J., Yuan, G., Zhou, M., Gao, S., Liu, C. & Duan, H., Jun 2020, In : IEEE Transactions on Intelligent Transportation Systems. 21, 6, p. 2603-2614 12 p., 8738878.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    1 Scopus citations

    AI-based modeling and data-driven evaluation for smart manufacturing processes

    Ghahramani, M., Qiao, Y., Zhou, M. C., O Hagan, A. & Sweeney, J., Jan 1 2020, (Accepted/In press) In : IEEE/CAA Journal of Automatica Sinica.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    1 Scopus citations
    2 Scopus citations

    A time petri net with relaxed mixed semantics for schedulability analysis of flexible manufacturing systems

    Pan, L., Yang, B., Jiang, U. & Zhou, M., Jan 1 2020, In : IEEE Access. 8, p. 46480-46492 13 p., 9022922.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Open Access

    A Weighted Fidelity and Regularization-Based Method for Mixed or Unknown Noise Removal from Images on Graphs

    Wang, C., Yan, Z., Pedrycz, W., Zhou, M. C. & Li, Z., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 5229-5243 15 p., 9011745.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Bi-objective Elite Differential Evolution Algorithm for Multivalued Logic Networks

    Sun, J., Gao, S., Dai, H., Cheng, J., Zhou, M. C. & Wang, J., Jan 2020, In : IEEE Transactions on Cybernetics. 50, 1, p. 233-246 14 p., 8478769.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    10 Scopus citations

    Bradykinesia recognition in Parkinson's disease via single RGB video

    Lin, B., Luo, W., Luo, Z., Wang, B., Deng, S., Yin, J. & Zhou, M., Feb 2020, In : ACM Transactions on Knowledge Discovery from Data. 14, 2, 16.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    1 Scopus citations

    Computation of an emptiable minimal siphon in a subclass of petri nets using mixed-integer programming

    Wang, S., Duo, W., Guo, X., Jiang, X., You, D., Barkaoui, K. & Zhou, M. C., Jan 1 2020, (Accepted/In press) In : IEEE/CAA Journal of Automatica Sinica.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Deadlock and Blockage Control of Automated Manufacturing Systems with an Unreliable Resource

    Luo, J. C., Xing, K. Y. & Zhou, M. C., Jan 1 2020, In : Asian Journal of Control. 22, 1, p. 334-345 12 p.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    2 Scopus citations

    Deadlock-free supervisor design for robotic manufacturing cells with uncontrollable and unobservable events

    Huang, B., Zhou, M. C., Wang, C., Abusorrah, A. & Al-Turki, Y., Jan 1 2020, (Accepted/In press) In : IEEE/CAA Journal of Automatica Sinica.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    MOELS: Multiobjective Evolutionary List Scheduling for Cloud Workflows

    Wu, Q., Zhou, M., Zhu, Q., Xia, Y. & Wen, J., Jan 2020, In : IEEE Transactions on Automation Science and Engineering. 17, 1, p. 166-176 11 p., 8744375.

    Research output: Contribution to journalArticle

    3 Scopus citations

    Multiobjective Bike Repositioning in Bike-Sharing Systems via a Modified Artificial Bee Colony Algorithm

    Jia, H., Miao, H., Tian, G., Zhou, M. C., Feng, Y., Li, Z. & Li, J., Apr 2020, In : IEEE Transactions on Automation Science and Engineering. 17, 2, p. 909-920 12 p., 8932534.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    New results on joint classification of vertical structure of ocean properties at a global scale

    Fu, Y., Zheng, Z., Zhou, M., Yuan, H. & Guo, X., Jan 1 2020, In : IEEE Access. 8, p. 66448-66455 8 p., 9056839.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Open Access

    Non-Negativity Constrained Missing Data Estimation for High-Dimensional and Sparse Matrices from Industrial Applications

    Luo, X., Zhou, M., Li, S., Hu, L. & Shang, M., May 1 2020, In : IEEE Transactions on Cybernetics. 50, 5, p. 1844-1855 12 p., 8654191.

    Research output: Contribution to journalArticle

    13 Scopus citations

    Optimizing Weighted Extreme Learning Machines for imbalanced classification and application to credit card fraud detection

    Zhu, H., Liu, G., Zhou, M., Xie, Y., Abusorrah, A. & Kang, Q., Sep 24 2020, In : Neurocomputing. 407, p. 50-62 13 p.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Scheduling periodic and aperiodic tasks with time, energy harvesting and precedence constraints on multi-core systems

    Goubaa, A., Khalgui, M., Li, Z., Frey, G. & Zhou, M. C., May 2020, In : Information sciences. 520, p. 86-104 19 p.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Structural Controller for Logical Expression of Linear Constraints on Petri Nets

    Luo, J., Wu, W., Zhou, M., Shao, H., Nonami, K. & Su, H., Jan 2020, In : IEEE Transactions on Automatic Control. 65, 1, p. 397-403 7 p., 8718549.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    1 Scopus citations

    Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors

    Luo, X., Wu, H., Yuan, H. & Zhou, M. C., May 1 2020, In : IEEE Transactions on Cybernetics. 50, 5, p. 1798-1809 12 p., 8681714.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    16 Scopus citations

    Urban sensing based on mobile phone data: Approaches, applications, and challenges

    Ghahramani, M., Zhou, M. & Wang, G., May 2020, In : IEEE/CAA Journal of Automatica Sinica. 7, 3, p. 627-637 11 p., 9080609.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Variance Minimization Hedging Analysis Based on a Time-Varying Markovian DCC-GARCH Model

    Wang, J., Zhou, M. C., Jin, X., Guo, X., Qi, L. & Wang, X., Apr 2020, In : IEEE Transactions on Automation Science and Engineering. 17, 2, p. 621-632 12 p., 8878005.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Zonotoptic Fault Estimation for Discrete-Time LPV Systems with Bounded Parametric Uncertainty

    Zhou, M., Cao, Z., Zhou, M., Wang, J. & Wang, Z., Feb 2020, In : IEEE Transactions on Intelligent Transportation Systems. 21, 2, p. 690-700 11 p., 8667901.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    5 Scopus citations
    2019

    A comparative study on two ground truth inference algorithms based on manually labeled social media data

    Lu, X. S., Zhou, M., Liu, H. & Qi, L., May 2019, Proceedings of the 2019 IEEE 16th International Conference on Networking, Sensing and Control, ICNSC 2019. Zhu, H., Wang, J. & Zhou, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 436-441 6 p. 8743287. (Proceedings of the 2019 IEEE 16th International Conference on Networking, Sensing and Control, ICNSC 2019).

    New Jersey Institute of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Adaptively Adjusting Dynamic Detection Cycle for Fault Detection in Clouds

    Zhang, P., Shu, S. & Zhou, M., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4047-4052 6 p. 8616683. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

    New Jersey Institute of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    A Hybrid MIP-CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes

    Tan, Y., Zhou, M. C., Wang, Y., Guo, X. & Qi, L., Oct 2019, In : IEEE Transactions on Automation Science and Engineering. 16, 4, p. 1860-1869 10 p., 8667087.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    3 Scopus citations

    A latent space-based estimation of distribution algorithm for large-scale global optimization

    Dong, W., Wang, Y. & Zhou, M., Jul 1 2019, In : Soft Computing. 23, 13, p. 4593-4615 23 p.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    2 Scopus citations

    An ABC-Based Subway Timetable Optimization Model for Regenerative Energy Utilization

    Liu, H., Zhou, M., Guo, X., Liu, H. & Tang, T., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1416-1421 6 p. 8616243. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

    New Jersey Institute of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations

    An Adaptive Deep Belief Network With Sparse Restricted Boltzmann Machines

    Wang, G., Qiao, J., Bi, J., Jia, Q. S. & Zhou, M. C., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    3 Scopus citations

    An Adaptive Pre-clustering Support Vector Machine for Binary Imbalanced Classification

    Di, Z., Yao, S., Kang, Q. & Zhou, M., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 681-686 6 p. 8616120. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

    New Jersey Institute of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations

    An adaptive wordpiece language model for learning Chinese word embeddings

    Xu, B., Ma, L., Zhang, L., Li, H., Kang, Q. & Zhou, M., Aug 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE Computer Society, p. 812-817 6 p. 8843151. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

    New Jersey Institute of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    An Efficient Cooperative Medium Access Control Protocol for Wireless IoT networks in Smart World System

    Mahmud, M. T., Rahman, M. O., Hassan, M. M., Almogren, A. & Zhou, M., May 1 2019, In : Journal of Network and Computer Applications. 133, p. 26-38 13 p.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    2 Scopus citations

    An efficient deep belief network with fuzzy learning for nonlinear system modeling

    Wang, G., Qiao, J., Bi, J. & Zhou, M., Oct 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3549-3554 6 p. 8914608. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

    New Jersey Institute of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    An embedded feature selection method for imbalanced data classification

    Liu, H., Zhou, M. & Liu, Q., May 2019, In : IEEE/CAA Journal of Automatica Sinica. 6, 3, p. 703-715 13 p., 8677302.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    17 Scopus citations

    A Novel Method for Detecting New Overlapping Community in Complex Evolving Networks

    Cheng, J., Wu, X., Zhou, M., Gao, S., Huang, Z. & Liu, C., Sep 1 2019, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49, 9, p. 1832-1844 13 p., 8248661.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    12 Scopus citations

    A Novel MOEA/D for multiobjective scheduling of flexible manufacturing systems

    Wang, X., Xing, K., Yan, C. B. & Zhou, M., Jan 1 2019, In : Complexity. 2019, 5734149.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Open Access
    3 Scopus citations
    3 Scopus citations

    Artificial-Molecule-Based Chemical Reaction Optimization for Flow Shop Scheduling Problem with Deteriorating and Learning Effects

    Fu, Y., Zhou, M., Guo, X. & Qi, L., Jan 1 2019, In : IEEE Access. 7, p. 53429-53440 12 p., 8692403.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    Open Access
    4 Scopus citations

    A Spammer Identification Method for Class Imbalanced Weibo Datasets

    Tang, W., Ding, Z. & Zhou, M., Jan 1 2019, In : IEEE Access. 7, p. 29193-29201 9 p., 8662765.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    6 Scopus citations

    A survey of multi-robot regular and adversarial patrolling

    Huang, L., Zhou, M., Hao, K. & Hou, E., Jul 2019, In : IEEE/CAA Journal of Automatica Sinica. 6, 4, p. 894-903 10 p., 8741294.

    New Jersey Institute of Technology

    Research output: Contribution to journalReview article

    2 Scopus citations

    A Three-Stage Approach to a Multirow Parallel Machine Layout Problem

    Zuo, X., Gao, S., Zhou, M. C., Yang, X. & Zhao, X., Jan 2019, In : IEEE Transactions on Automation Science and Engineering. 16, 1, p. 433-447 15 p., 8489959.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    2 Scopus citations

    Clustering-Algorithm-Based Rare-Event Evolution Analysis via Social Media Data

    Lu, X. S., Zhou, M., Qi, L. & Liu, H., Apr 1 2019, In : IEEE Transactions on Computational Social Systems. 6, 2, p. 301-310 10 p., 8667666.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    4 Scopus citations

    Complex Reachability Trees and Their Application to Deadlock Detection for Unbounded Petri Nets

    Lu, F., Zeng, Q., Zhou, M., Bao, Y. & Duan, H., Jun 1 2019, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49, 6, p. 1164-1174 11 p., 7920387.

    New Jersey Institute of Technology

    Research output: Contribution to journalArticle

    7 Scopus citations