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
20022021

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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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  • 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
  • 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

  • Automatic recognition of arrhythmia using a CNN-based broad learning system

    Li, S., Si, Y., Wen, D., Yang, W., Zhang, G. & Zhu, P., 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. 237-244 8 p. 9251218. (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)
  • Exploring student information problem solving behaviour using fine-grained concept map and search tool data

    Whitelock-Wainwright, A., Laan, N., Wen, D. & Gašević, D., Feb. 2020, In: Computers and Education. 145, 103731.

    Research output: Contribution to journalJournal Articlepeer-review

    26 Citations (Scopus)
  • A fast sparse coding method for image classification

    Zang, M., Wen, D., Liu, T., Zou, H. & Liu, C., 1 Feb. 2019, In: Applied Sciences (Switzerland). 9, 3, 505.

    Research output: Contribution to journalJournal Articlepeer-review

    Open Access
    3 Citations (Scopus)