Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20022024

Research activity per year

Personal profile

Research Interests

Dr. Dunwei Wen's research interests are Artificial Intelligence and Machine Learning, especially statistical learning and deep learning algorithms for natural language processing, sequential data analysis and image recognition. His current research program aims to develop statistical learning and deep learning methods to represent, recognize, interpret, and reason structural and semantic information in natural language text, sequential data, and images for implementing educational, medical, and industrial information systems.

Personal profile

Dr. Dunwei Wen is an Associate Professor and Chair of the School of Computing and Information Systems at Athabasca University, Alberta, Canada. He received his PhD in pattern recognition and intelligent systems from Central South University, and MSc from Tianjin University and BEng from Hunan University. Prior to his current position, he was a visiting scholar in the Department of Computing Science at the University of Alberta, and Professor at Central South University. His research areas include artificial intelligence, machine learning, natural language processing, pattern recognition, and their application in advanced and intelligent information systems.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure

Education/Academic qualification

PhD, Central South University

… → 2001

MSc, Tianjin University

… → 1988

BEng, Hunan University

… → 1985

External positions

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Collaborations and top research areas from the last five years

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  • Cognitive Engagement Detection of Online Learners Using GloVe Embedding and Hybrid LSTM

    Parmar, D., Dewan, M. A. A., Wen, D. & Lin, F., 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). p. 15-26 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14799 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingPublished Conference contributionpeer-review

  • SRTNet: Scanning, Reading, and Thinking Network for myocardial infarction detection and localization[Formula presented]

    Liu, K., Liu, T., Wen, D., Zang, M., Zhou, S. & Liu, C., 15 Apr. 2024, In: Expert Systems with Applications. 240, 122402.

    Research output: Contribution to journalJournal Articlepeer-review

    1 Citation (Scopus)
  • Automatic Analysis of Online Course Discussion Forum: A Short Review

    Parmar, D., Ali Akber Dewan, M. & Wen, D., 2023, 2023 Annual IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2023. p. 210-215 6 p. (Canadian Conference on Electrical and Computer Engineering; vol. 2023-September).

    Research output: Chapter in Book/Report/Conference proceedingPublished Conference contributionpeer-review

  • Data-driven multi-agent vehicle routing in a congested city

    Solter, A., Lin, F., Wen, D. & Zhou, X., Nov. 2021, In: Information (Switzerland). 12, 11, 447.

    Research output: Contribution to journalJournal Articlepeer-review

    Open Access
    2 Citations (Scopus)
  • A comparative analysis of the STEM education in Chinese primary and secondary schools

    Yan, Y., Dunwei, W., Huang, W. B. & Wang, K., Aug. 2020, Proceedings - IEEE 18th International Conference on Dependable, Autonomic and Secure Computing, IEEE 18th International Conference on Pervasive Intelligence and Computing, IEEE 6th International Conference on Cloud and Big Data Computing and IEEE 5th Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2020. p. 350-354 5 p. 9251170. (Proceedings - IEEE 18th International Conference on Dependable, Autonomic and Secure Computing, IEEE 18th International Conference on Pervasive Intelligence and Computing, IEEE 6th International Conference on Cloud and Big Data Computing and IEEE 5th Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2020).

    Research output: Chapter in Book/Report/Conference proceedingPublished Conference contributionpeer-review

    1 Citation (Scopus)