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MengChu Zhou

New Jersey Institute of Technology

University Heights

Newark, NJ 07102

United States

SCHOLARLY PAPERS

4

DOWNLOADS

347

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Long-Term Time Series Anomaly Detection with Transformer and Variational Autoencoder for Water Quality

Number of pages: 33 Posted: 17 Jun 2024
Beijing University of Technology, Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN and New Jersey Institute of Technology
Downloads 139 (540,814)

Abstract:

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Time series anomaly detection, self-supervised learning, reconstruction-based approach, variational autoencoder, self-attention mechanism, transformer

2.

Multi-Swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-Dimensional Expensive Problems

Number of pages: 40 Posted: 08 Feb 2023
Jiahui Zhai, Jing Bi, Haitao Yuan and MengChu Zhou
Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN and New Jersey Institute of Technology
Downloads 75 (852,604)

Abstract:

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Deep learning, autoencoders, gray wolf optimizer, genetic algorithm, meta-heuristic optimization algorithms

3.

Dynamic Attention Model for Container Relocation Problems

Number of pages: 33 Posted: 26 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, New Jersey Institute of Technology and affiliation not provided to SSRN
Downloads 71 (883,195)

Abstract:

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Attention Model, dynamic container relocation problem, deep reinforcement learning

4.

Self-Adaptive Teaching-Learning-Based Optimizer with Improved Rbf and Sparse Autoencoder for High-Dimensional Problems

Number of pages: 42 Posted: 22 Oct 2022
Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and New Jersey Institute of Technology
Downloads 62 (942,565)

Abstract:

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Evolutionary algorithms, teaching-learning-based optimization, autoencoders, radial basis functions