default author photo

Haitao Yuan

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

486

TOTAL CITATIONS

0

Scholarly Papers (5)

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:

Loading...

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

2.

An Automated Method for Solving Configuration of Distributed Messaging Systems: Dmga-Pso Algorithm

Number of pages: 76 Posted: 28 Nov 2024
The University of Manchester - Department of Electrical and Electronic Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 104 (674,591)

Abstract:

Loading...

DMS, Kafka, CDMS, Genetic Algorithm, Particle Swarm Optimization

3.

Accurate Water Quality Prediction with Attention-Based Bidirectional Lstm and Encoder-Decoder

Number of pages: 31 Posted: 02 Sep 2022
Jing Bi, Zexian Chen, Haitao Yuan and Jia Zhang
Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 101 (689,572)

Abstract:

Loading...

Water quality prediction, Variational mode decomposition, BiLSTM, attention mechanisms, encoder-decoder

4.

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:

Loading...

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

5.

Improved Network Intrusion Classification with Attention-Assisted Bidirectional Lstm and Optimized Sparse Contractive Autoencoders

Number of pages: 35 Posted: 02 Sep 2022
Jing Bi, Ziyue Guan, Haitao Yuan and Jia Zhang
Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 67 (907,769)

Abstract:

Loading...

Network intrusion detection, Feature extraction, long-term and short-term memory, autoencoders, decision fusion