MengChu Zhou

MengChu Zhou

New Jersey Institute of Technology

H-index: 129

North America-United States

About MengChu Zhou

MengChu Zhou, With an exceptional h-index of 129 and a recent h-index of 94 (since 2020), a distinguished researcher at New Jersey Institute of Technology, specializes in the field of Intelligent automation, Petri nets, AI, IoT, and Big data analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning from Human Educational Wisdom: A Student-Centered Knowledge Distillation Method

Value Approximator-based Learning Model Predictive Control for Iterative Tasks

A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection

Fractional Order Differential Evolution

Order picking optimization in smart warehouses with human-robot collaboration

Hybrid and Spatiotemporal Detection of Cyberattack Network Traffic in Cloud Data Centers

Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications

Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey

MengChu Zhou Information

University

Position

and MUST

Citations(all)

65588

Citations(since 2020)

35392

Cited By

42498

hIndex(all)

129

hIndex(since 2020)

94

i10Index(all)

885

i10Index(since 2020)

673

Email

University Profile Page

New Jersey Institute of Technology

Google Scholar

View Google Scholar Profile

MengChu Zhou Skills & Research Interests

Intelligent automation

Petri nets

AI

IoT

and Big data analysis

Top articles of MengChu Zhou

Title

Journal

Author(s)

Publication Date

Learning from Human Educational Wisdom: A Student-Centered Knowledge Distillation Method

IEEE Transactions on Pattern Analysis and Machine Intelligence

Shunzhi Yang

Jinfeng Yang

MengChu Zhou

Zhenhua Huang

Wei-Shi Zheng

...

2024/1/16

Value Approximator-based Learning Model Predictive Control for Iterative Tasks

IEEE Transactions on Automatic Control

HanQiu Bao

Qi Kang

XuDong Shi

MengChu Zhou

Jing An

...

2024/4/16

A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection

IEEE/CAA Journal of Automatica Sinica

Honghao Zhu

MengChu Zhou

Yu Xie

Aiiad Albeshri

2024/1/29

Fractional Order Differential Evolution

IEEE Transactions on Evolutionary Computation

Kaiyu Wang

Shangce Gao

MengChu Zhou

Zhi-Hui Zhan

Jiujun Cheng

2024/4/4

Order picking optimization in smart warehouses with human-robot collaboration

IEEE Internet of Things Journal

Ziyan Zhao

Junzhi Cheng

Jiaqi Liang

Shixin Liu

MengChu Zhou

...

2024/3/22

Hybrid and Spatiotemporal Detection of Cyberattack Network Traffic in Cloud Data Centers

IEEE Internet of Things Journal

Haitao Yuan

Shen Wang

Jing Bi

Jia Zhang

MengChu Zhou

2024/2/13

Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications

IEEE Transactions on Emerging Topics in Computational Intelligence

Ye Yuan

Xin Luo

MengChu Zhou

2024/1/16

Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey

Wei Chu

2009

Guest Editorial: Special Issue on Big Data and Computational Social Intelligence for Guaranteed Financial Security

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

Celimuge Wu

Yaochu Jin

Jie Li

Kok-Lim Alvin Yau

Junaid Qadir

2020/6/1

Virtual Cell-Based Scheduling Approach to Single-Robotic-Arm Cluster Tools Subject to Wafer Residency Time Constraints

IEEE Transactions on Automation Science and Engineering

Jufeng Wang

Chunfeng Liu

MengChu Zhou

Abdullah Abusorrah

2024/1/24

Attention-Based Spatiotemporal Graph Fusion Convolution Networks for Water Quality Prediction

IEEE Transactions on Automation Science and Engineering

Junfei Qiao

Yongze Lin

Jing Bi

Haitao Yuan

Gongming Wang

...

2024/3/12

Noise-Estimation-Dominated Fuzzy Segmentation Strategy for Accurate Implantation of Implantable Cardioverter Defibrillators

IEEE Transactions on Fuzzy Systems

Cong Wang

Xin Tan

Bo Li

MengChu Zhou

2024/2/12

A Dual-Feature-Based Adaptive Shared Transformer Network for Image Captioning

IEEE Transactions on Instrumentation and Measurement

Yinbin Shi

Ji Xia

Mengchu Zhou

Zhengcai Cao

2024/1/15

Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms

arXiv preprint arXiv:2404.06769

Qi Deng

Zheng Fan

Zhi Li

Xinna Pan

Qi Kang

...

2024/4/10

A Multi-Objective Ant Colony System-Based Approach to Transit Route Network Adjustment

IEEE Transactions on Intelligent Transportation Systems

Binglin Wu

Xingquan Zuo

Mengchu Zhou

Xing Wan

Xinchao Zhao

...

2024/1/16

An Improved LSTM-Based Prediction Approach for Resources and Workload in Large-scale Data Centers

IEEE Internet of Things Journal

Haitao Yuan

Jing Bi

Shuang Li

Jia Zhang

MengChu Zhou

2024/4/2

Improving Classification Performance in Dendritic Neuron Models through Practical Initialization Strategies

Sensors

Xiaohao Wen

Mengchu Zhou

Aiiad Albeshri

Lukui Huang

Xudong Luo

...

2024/3/7

Millisecond-Scale Real-Time Scheduling of Buses: A Controller-Based Approach

IEEE Transactions on Intelligent Transportation Systems

Feiyang Wang

Xingquan Zuo

Binglin Wu

Mengchu Zhou

Xing Wan

...

2024/2/8

ARIMA-Based and Multiapplication Workload Prediction With Wavelet Decomposition and Savitzky–Golay Filter in Clouds

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Jing Bi

Haitao Yuan

Shuang Li

Kaiyi Zhang

Jia Zhang

...

2024/1/10

Multiobjective Scheduling of Energy-Efficient Stochastic Hybrid Open Shop With Brain Storm Optimization and Simulation Evaluation

IEEE Transactions on Systems, Man, and Cybernetics: Systems

YaPing Fu

MengChu Zhou

Xiwang Guo

Liang Qi

KaiZhou Gao

...

2024/4/9

See List of Professors in MengChu Zhou University(New Jersey Institute of Technology)

Co-Authors

H-index: 87
Nirwan Ansari

Nirwan Ansari

New Jersey Institute of Technology

H-index: 65
Longbing Cao

Longbing Cao

University of Technology & Management

H-index: 60
Naiqi Wu

Naiqi Wu

Macau University of Science and Technology

academic-engine