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Computer Science

D-Index
38
Citations
7020
World Ranking
10146
National Ranking
307

Overview

Jian Yang is a researcher affiliated with Macquarie University in Australia, specializing in the field of Computer Science. Their work spans multiple subfields including Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Computer Networks and Communications, and Statistical and Nonlinear Physics. Within these areas, their research focuses on topics such as Advanced Graph Neural Networks, Recommender Systems and Techniques, Complex Network Analysis Techniques, Spam and Phishing Detection, Advanced Bandit Algorithms Research, Misinformation and Its Impacts, and Sentiment Analysis and Opinion Mining.

Yang's recent scholarly output includes publications in a variety of venues, some of which are frequently chosen for submitting their research. These venues include:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Big Data

Their recent research papers demonstrate an engagement with topics related to fraud detection, anomaly detection, and vehicular networks. Notable recent papers include:

  • "eFraudCom: An E-commerce Fraud Detection System via Competitive Graph Neural Networks" (2022), published in ACM Transactions on Information Systems
  • "Self-Supervised Attentive Generative Adversarial Networks for Video Anomaly Detection" (2022), published in IEEE Transactions on Neural Networks and Learning Systems
  • "FRAUDRE: Fraud Detection Dual-Resistant to Graph Inconsistency and Imbalance" (2021), published in 2021 IEEE International Conference on Data Mining (ICDM)
  • "A Comprehensive Survey of the Key Technologies and Challenges Surrounding Vehicular Ad Hoc Networks" (2021), published in ACM Transactions on Intelligent Systems and Technology
  • "ComGA" (2022), published in Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining

Yang has also contributed to book publications, with work published under Springer Science+Business Media. This includes the title "Web Information Systems Engineering" (2020).

Collaboration is a notable aspect of Yang's work, with frequent co-authors including:

  • Jia Wu
  • Quan Z. Sheng
  • Shan Xue
  • Amin Beheshti
  • Weiliang Zhao

Best Publications

  • Algorithms for Materialized View Design in Data Warehousing Environment

    Jian Yang;Kamalakar Karlapalem;Qing Li

  • A Comprehensive Survey on Graph Anomaly Detection with Deep Learning

    Xiaoxiao Ma;Jia Wu;Shan Xue;Jian Yang

  • Deep Learning for Community Detection: Progress, Challenges and Opportunities

    Fanzhen Liu;Shan Xue;Shan Xue;Jia Wu;Chuan Zhou

  • Interoperation support for electronic business

    Jian Yang;Mike P. Papazoglou

  • A Comprehensive Survey on Community Detection with Deep Learning.

    Xing Su;Shan Xue;Fanzhen Liu;Jia Wu

  • An evolutionary approach to materialized views selection in a data warehouse environment

    Chuan Zhang;Xin Yao;Jian Yang

  • Web Component: A Substrate for Web Service Reuse and Composition

    Jian Yang;Mike P. Papazoglou

  • Web service componentization

    Jian Yang

  • Service components for managing the life-cycle of service compositions

    Jian Yang;Mike P. Papazoglou

  • Model driven service composition

    B. Orriëns;J. Yang;M. Papazoglou

  • Leveraging web-services and peer-to-peer networks

    Mike P. Papazoglou;Bernd J. Krämer;Jian Yang

  • Design Methodology for Web Services and Business Processes

    Mike P. Papazoglou;Jian Yang

  • A Trust and Reputation Model Based on Bayesian Network for Web Services

    Hien Trang Nguyen;Weiliang Zhao;Jian Yang

  • QoS Analysis for Web Service Compositions with Complex Structures

    Huiyuan Zheng;Weiliang Zhao;Jian Yang;A. Bouguettaya

  • A framework for business rule driven service composition

    B. Orriëns;J. Yang;M. Papazoglou

  • Web Services, E-Business, and the Semantic Web

    Christoph Bussler;Richard Hull;Sheila McIlraith;Maria E. Orlowska

  • Tackling the challenges of service composition in e-marketplaces

    Jian Yang;M.P. Papazoglou;W.-J. van den Heuvel

  • A Request Language for Web-Services Based on Planning and Constraint Satisfaction

    Marco Aiello;Mike P. Papazoglou;Mike P. Papazoglou;Jian Yang;M. Carman

  • Multi-View Fusion with Extreme Learning Machine for Clustering

    Yongshan Zhang;Jia Wu;Chuan Zhou;Zhihua Cai

  • Genetic Algorithm for Materialized View Selection in Data Warehouse Environments

    Chuan Zhang;Jian Yang

  • A framework for business rule driven web service composition

    Bart Orriëns;Jian Yang;Mike P. Papazoglou

Frequent Co-Authors

Mike P. Papazoglou
Mike P. Papazoglou Tilburg University
Jia Wu
Jia Wu Macquarie University
Surya Nepal
Surya Nepal Commonwealth Scientific and Industrial Research Organisation
Cécile Paris
Cécile Paris Commonwealth Scientific and Industrial Research Organisation
Quan Z. Sheng
Quan Z. Sheng Macquarie University
Jianwen Su
Jianwen Su University of California, Santa Barbara
Athman Bouguettaya
Athman Bouguettaya University of Sydney
Marco Aiello
Marco Aiello University of Stuttgart
Yanchun Zhang
Yanchun Zhang Victoria University
Philip S. Yu
Philip S. Yu University of Illinois at Chicago

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