Jia Zhang

Jia Zhang

Southern Methodist University

H-index: 36

North America-United States

About Jia Zhang

Jia Zhang, With an exceptional h-index of 36 and a recent h-index of 20 (since 2020), a distinguished researcher at Southern Methodist University, specializes in the field of Data Science Infrastructure, Scientific Workflows, Software Search, Provenance Mining, Knowledge Graph.

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

Accurate water quality prediction with attention-based bidirectional LSTM and encoder–decoder

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

Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders

SparkACO: A Spark-Based Ant Colony Optimization for Path Planning of Large-Scale Complex Road Networks

Profit-optimized computation offloading with autoencoder-assisted evolution in large-scale mobile edge computing

APNet: Attention Mechanism with Point Sampling Loss Network for Remote Sensing Images Semantic Segmentation

Self-adaptive teaching-learning-based optimizer with improved RBF and sparse autoencoder for high-dimensional problems

MGMASR: Multi-Graph and Multi-Aspect Neural Network for Service Recommendation in Internet of Services

Jia Zhang Information

University

Position

___

Citations(all)

5649

Citations(since 2020)

1866

Cited By

4519

hIndex(all)

36

hIndex(since 2020)

20

i10Index(all)

107

i10Index(since 2020)

42

Email

University Profile Page

Southern Methodist University

Google Scholar

View Google Scholar Profile

Jia Zhang Skills & Research Interests

Data Science Infrastructure

Scientific Workflows

Software Search

Provenance Mining

Knowledge Graph

Top articles of Jia Zhang

Title

Journal

Author(s)

Publication Date

Accurate water quality prediction with attention-based bidirectional LSTM and encoder–decoder

Expert Systems with Applications

Jing Bi

Zexian Chen

Haitao Yuan

Jia Zhang

2024/3/15

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

Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders

Expert Systems with Applications

Jing Bi

Ziyue Guan

Haitao Yuan

Jia Zhang

2024/6/15

SparkACO: A Spark-Based Ant Colony Optimization for Path Planning of Large-Scale Complex Road Networks

Qibu Xiang

Shuxiang Xu

Yushun Fan

Jia Zhang

2023/7/17

Profit-optimized computation offloading with autoencoder-assisted evolution in large-scale mobile edge computing

IEEE Internet of Things Journal

Haitao Yuan

Qinglong Hu

Jing Bi

Jinhu Lü

Jia Zhang

...

2023/2/14

APNet: Attention Mechanism with Point Sampling Loss Network for Remote Sensing Images Semantic Segmentation

Xuan Zhang

Yushun Fan

Jia Zhang

2023/7/17

Self-adaptive teaching-learning-based optimizer with improved RBF and sparse autoencoder for high-dimensional problems

Information Sciences

MengChu Zhou Jing Bi

Ziqi Wang

Haitao Yuan

Jia Zhang

2023/6

MGMASR: Multi-Graph and Multi-Aspect Neural Network for Service Recommendation in Internet of Services

IEEE Transactions on Network and Service Management

Zhixuan Jia

Yushun Fan

Jia Zhang

2023/1/26

Improving Next Location Recommendation Services With Spatial-Temporal Multi-Group Contrastive Learning

IEEE Transactions on Services Computing

Zhixuan Jia

Yushun Fan

Jia Zhang

Chunyu Wei

Ruyu Yan

...

2023/5/29

Federated Latent Dirichlet Allocation for User Preference Mining

Journal of Web Engineering

Xing Wu

Yushun Fan

Jia Zhang

Zhenfeng Gao

2023/6

Network Attack Prediction With Hybrid Temporal Convolutional Network and Bi-directional GRU

IEEE Internet of Things Journal

Jing Bi

Kangyuan Xu

Haitao Yuan

Jia Zhang

MengChu Zhou

2023/11/21

Toward knowledge as a service (KaaS): Predicting popularity of knowledge services leveraging graph neural networks

IEEE Transactions on Services Computing

Haozhe Lin

Yushun Fan

Jia Zhang

Bing Bai

Zhenghua Xu

...

2023/1

Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems

Jing Bi

Jiahui Zhai

Haitao Yuan

Ziqi Wang

Junfei Qiao

...

2023/5/29

Exploiting Category Information in Sequential Recommendation

Shuxiang Xu

Qibu Xiang

Yushun Fan

Ruyu Yan

Jia Zhang

2023/11/20

Multi-indicator water quality prediction with attention-assisted bidirectional LSTM and encoder-decoder

Information Sciences

Jia Zhang Jing Bi

Luyao Zhang

Haitao Yuan

2023/5

Dynamic Relation Graph Learning for Time-aware Service Recommendation

IEEE Transactions on Network and Service Management

Chunyu Wei

Yushun Fan

Jia Zhang

Zhixuan Jia

Ruyu Yan

2023/10/19

Accurate Prediction of Workloads and Resources with Multi-head Attention and Hybrid LSTM for Cloud Data Centers

IEEE Transactions on Sustainable Computing

Jing Bi

Haisen Ma

Haitao Yuan

Jia Zhang

2023/3/20

Energy-efficient computation offloading for static and dynamic applications in hybrid mobile edge cloud system

IEEE Transactions on Sustainable Computing

Jing Bi

Kaiyi Zhang

Haitao Yuan

Jia Zhang

2022/10/21

Time-aware service recommendation with social-powered graph hierarchical attention network

IEEE Transactions on Services Computing

Chunyu Wei

Yushun Fan

Jia Zhang

2022/8/9

High-order social graph neural network for service recommendation

IEEE Transactions on Network and Service Management

Chunyu Wei

Yushun Fan

Jia Zhang

2022/6/30

See List of Professors in Jia Zhang University(Southern Methodist University)

Co-Authors

H-index: 141
Ian T. Foster

Ian T. Foster

University of Chicago

H-index: 129
MengChu Zhou

MengChu Zhou

New Jersey Institute of Technology

H-index: 51
Stephen J.H. Yang

Stephen J.H. Yang

National Central University

H-index: 38
Shiyong Lu

Shiyong Lu

Wayne State University

H-index: 32
Jing Bi

Jing Bi

Beijing University of Technology

H-index: 29
Haitao Yuan (苑海涛)

Haitao Yuan (苑海涛)

New Jersey Institute of Technology

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