School of Computing and Information systems

  • Postal address

    Canada

Search results

  • 2025

    AFuNet: an attention-based fusion network to classify texts in a resource-constrained language

    Hossain, M. R., Hoque, M. M., Dewan, M. A. A., Hoque, E. & Siddique, N., Mar. 2025, In: Neural Computing and Applications. 37, 9, p. 6725-6748 24 p., 110182.

    Research output: Contribution to journal › Journal Article › peer-review

  • AI Chatbots in Education: Challenges and Opportunities

    Davar, N. F., Dewan, M. A. A. & Zhang, X., Mar. 2025, In: Information (Switzerland). 16, 3, 235.

    Research output: Contribution to journal › Review article › peer-review

    Open Access

  • Learning: A technological perspective

    Dron, J., 31 Jan. 2025, In: Journal of Open, Distance, and Digital Education.

    Research output: Contribution to journal › Journal Article › peer-review

  • MuLAD: Multimodal Aggression Detection from Social Media Memes Exploiting Visual and Textual Features

    Hasan, M. M., Ahsan, S., Hoque, M. M. & Dewan, M. A. A., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). p. 107-123 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15331 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

  • PD-Net: Parkinson’s Disease Detection Through Fusion of Two Spectral Features Using Attention-Based Hybrid Deep Neural Network

    Islam, M., Akter, K., Hossain, M. A. & Dewan, M. A. A., Feb. 2025, In: Information (Switzerland). 16, 2, 135.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access

  • Reconfigurable Point-of-Care System for Hemoglobin Estimation From Photoplethysmogram

    Chowdhury, A., Chowdhury, M. H., Dewan, M. A. A. & Cheung, R. C. C., 2025, In: IEEE Sensors Letters. 9, 1, 7000204.

    Research output: Contribution to journal › Journal Article › peer-review

  • 2024

    A hybrid methodology for anomaly detection in Cyber–Physical Systems

    Jeffrey, N., Tan, Q. & Villar, J. R., 1 Feb. 2024, In: Neurocomputing. 568, 127068.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    32 Citations (Scopus)

  • A Multimodal Framework to Detect Target Aware Aggression in Memes

    Ahsan, S., Hossain, E., Sharif, O., Das, A., Hoque, M. M. & Dewan, M. A. A., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). p. 2487-2500 14 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    6 Citations (Scopus)

  • An AI-Learner Shared Control Model Design for Adaptive Practicing

    Yan, H., Lin, F. & Kinshuk, 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). p. 272-280 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14798 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    1 Citation (Scopus)

  • An empirical framework for detecting speaking modes using ensemble classifier

    Afroze, S., Hossain, M. R., Hoque, M. M. & Dewan, M. A. A., Jan. 2024, In: Multimedia Tools and Applications. 83, 1, p. 2349-2382 34 p.

    Research output: Contribution to journal › Journal Article › peer-review

    5 Citations (Scopus)

  • A Neuro-Symbolic Learning System for Analyzing Listing Images in the Short-Term Rental Industry

    Johnstone, D., Esmahi, L. & Dewan, A., 2024, Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2024. p. 205-211 7 p. (Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

  • AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification

    Hossain, M. R., Hoque, M. M., Siddique, N. & Dewan, M. A. A., Jul. 2024, In: Engineering Applications of Artificial Intelligence. 133, 107987.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    15 Citations (Scopus)

  • A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques

    Khondakar, M. F. K., Sarowar, M. H., Chowdhury, M. H., Majumder, S., Hossain, M. A., Dewan, M. A. A. & Hossain, Q. D., Dec. 2024, In: Brain Informatics. 11, 1, 17.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    10 Citations (Scopus)

  • CochleaSpecNet: An Attention-Based Dual Branch Hybrid CNN-GRU Network for Speech Emotion Recognition Using Cochleagram and Spectrogram

    Anika Namey, A., Akter, K., Hossain, M. A. & Ali Akber Dewan, M., 2024, In: IEEE Access. 12, p. 190760-190774 15 p.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access

  • 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 proceeding › Published Conference contribution › peer-review

    2 Citations (Scopus)

  • Educational Knowledge Graph Creation and Augmentation via LLMs

    Jhajj, G., Zhang, X., Gustafson, J. R., Lin, F. & Lin, M. P. C., 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). p. 292-304 13 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 proceeding › Published Conference contribution › peer-review

    1 Citation (Scopus)

  • Emotion Detection from Facial Expression in Online Learning Through Using Synthetic Image Generation

    Kabir, M. R., Dewan, M. A. A. & Lin, F., 2024, Artificial Intelligence in HCI - 5th International Conference, AI-HCI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings. Degen, H. & Ntoa, S. (eds.). p. 202-216 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14735 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    2 Citations (Scopus)

  • Engagement at a Distance: Online Instructor Behaviors to Encourage Student Success

    Berglund, S. & Graf, S., 2024, Emerging Technologies for Education - 8th International Symposium, SETE 2023, Revised Selected Papers. Kubincová, Z., Hao, T., Capuano, N., Temperini, M., Ge, S., Mu, Y., Fantozzi, P. & Yang, J. (eds.). p. 68-78 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14606 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

  • Enhancing image caption generation through context-aware attention mechanism

    Bhuiyan, A., Hossain, E., Hoque, M. M. & Ali Akber Dewan, M., 15 Sep. 2024, In: Heliyon. 10, 17, e36272.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    1 Citation (Scopus)

  • Enhancing Legal Sentiment Analysis: A Convolutional Neural Network–Long Short-Term Memory Document-Level Model

    Abimbola, B., de La Cal Marin, E. & Tan, Q., Jun. 2024, In: Machine Learning and Knowledge Extraction. 6, 2, p. 877-897 21 p.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    8 Citations (Scopus)

  • EXPLAINABLE AI AND AWE: Balancing Tensions between Transparency and Predictive Accuracy

    Boulanger, D. & Kumar, V. S., 1 Jan. 2024, The Routledge International Handbook of Automated Essay Evaluation. p. 445-468 24 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Citations (Scopus)

  • Generating Learning Sequences Using Contextual Bandit Algorithms

    Nguyen, L. M. D., Lin, F. & Chang, M., 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). p. 320-329 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14798 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    1 Citation (Scopus)

  • Predicting Stream Flows and Dynamics of the Athabasca River Basin Using Machine Learning

    Kamal, S., Wang, J. & Dewan, M. A. A., Dec. 2024, In: Water (Switzerland). 16, 23, 3488.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access

  • Preface

    Lin, F. & Sifaleras, A., 2024, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 14798 LNCS, p. v-viiii

    Research output: Contribution to journal › Editorial

  • Preface

    Lin, F. & Sifaleras, A., 2024, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 14799 LNCS, p. v-viii

    Research output: Contribution to journal › Editorial

  • QuizMaster: An Adaptive Formative Assessment System

    Lin, F., Morland, R. & Yan, H., 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). p. 55-67 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14798 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    1 Citation (Scopus)

  • ROBB: Recurrent Proximal Policy Optimization Reinforcement Learning for Optimal Block Formation in Bitcoin Blockchain Network

    Dutta, A., Rafin, N. I., Dewan, M. A. A. & Alam, M. G. R., 2024, In: IEEE Access. 12, p. 31287-31311 25 p.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    1 Citation (Scopus)

  • Sentiment analysis of Canadian maritime case law: a sentiment case law and deep learning approach

    Abimbola, B., Tan, Q. & De La Cal Marín, E. A., Aug. 2024, In: International Journal of Information Technology (Singapore). 16, 6, p. 3401-3409 9 p.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    4 Citations (Scopus)

  • SPT-Swin: A Shifted Patch Tokenization Swin Transformer for Image Classification

    Ferdous, G. J., Sathi, K. A., Hossain, M. A. & Ali Akber Dewan, M., 2024, In: IEEE Access. 12, p. 117617-117626 10 p.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    2 Citations (Scopus)

  • 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 journal › Journal Article › peer-review

    7 Citations (Scopus)

  • Stress Detection and Audio-Visual Stimuli Classification From Electroencephalogram

    Ghosh Troyee, T., Hasan Chowdhury, M., Khondakar, M. F. K., Hasan, M., Hossain, M. A., Delwar Hossain, Q. & Ali Akber Dewan, M., 2024, In: IEEE Access. 12, p. 145417-145427 11 p.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    2 Citations (Scopus)

  • Technological Distance: A New Way of Conceptualizing the “Distance” in Distance Learning

    Dron, J., 16 Oct. 2024, In: The Open/Technology in Education, Society, and Scholarship Association Conference.

    Research output: Contribution to journal › Journal Article › peer-review

  • The emergence of autonomy in intertwingled learning environments: a model of teaching and learning

    Ardito, G. & Dron, J., 2024, In: Asia-Pacific Journal of Teacher Education. 52, 2, p. 241-264 24 p.

    Research output: Contribution to journal › Journal Article › peer-review

    1 Citation (Scopus)

  • The emergence of autonomy in intertwingled learning environments: a model of teaching and learning

    Ardito, G. & Dron, J., 14 Mar. 2024, In: Asia-Pacific Journal of Teacher Education.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access

  • The Manifesto for Teaching and Learning in a Time of Generative AI: A Critical Collective Stance to Better Navigate the Future

    Bozkurt, A., Xiao, J., Farrow, R., Bai, J. Y. H., Nerantzi, C., Moore, S., Dron, J., Stracke, C. M., Singh, L., Crompton, H., Koutropoulos, A., Terentev, E., Pazurek, A., Nichols, M., Sidorkin, A. M., Costello, E., Watson, S., Mulligan, D., Honeychurch, S. & Hodges, C. B. & 27 others, Sharples, M., Swindell, A., Frumin, I., Tlili, A., van Tryon, P. J. S., Bond, M., Bali, M., Leng, J., Zhang, K., Cukurova, M., Chiu, T. K. F., Lee, K., Hrastinski, S., Garcia, M. B., Sharma, R. C., Alexander, B., Zawacki-Richter, O., Huijser, H., Jandrić, P., Zheng, C., Shea, P., Duart, J. M., Themeli, C., Vorochkov, A., Sani-Bozkurt, S., Moore, R. L. & Asino, T. I., 29 Nov. 2024, In: Open Praxis.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    6 Citations (Scopus)

  • Using Ensemble Learning for Anomaly Detection in Cyber–Physical Systems

    Jeffrey, N., Tan, Q. & Villar, J. R., Apr. 2024, In: Electronics (Switzerland). 13, 7, 1391.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    22 Citations (Scopus)
  • 2023

    3. On Being Written

    Dron, J., 18 Aug. 2023, Books Research, Writing, and Creative Process in Open and Distance Education.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • A*-Based Co-Evolutionary Approach for Multi-Robot Path Planning with Collision Avoidance

    Kiadi, M., García, E., Villar, J. R. & Tan, Q., 2023, In: Cybernetics and Systems. 54, 3, p. 339-354 16 p.

    Research output: Contribution to journal › Journal Article › peer-review

    15 Citations (Scopus)

  • Adaptive Sequence Learning: Contextual Multi-armed Bandit Approach

    Nguyen, D., Howard, L., Yan, H. & Lin, F., 2023, 2023 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2023. p. 751-756 6 p. (2023 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

  • A Machine-Learning Based Approach to Validating Learning Materials

    Ako-Nai, F., de la Cal Marin, E. & Tan, Q., 2023, International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023) - Proceedings. García Bringas, P., Pérez García, H., Martínez de Pisón, F. J., Martínez Álvarez, F., Troncoso Lora, A., Herrero, Á., Calvo Rolle, J. L., Quintián, H. & Corchado, E. (eds.). p. 306-315 10 p. (Lecture Notes in Networks and Systems; vol. 748 LNNS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    1 Citation (Scopus)

  • An AI-Based Framework for Translating American Sign Language to English and Vice Versa

    Avina, V. D., Amiruzzaman, M., Amiruzzaman, S., Ngo, L. B. & Dewan, M. A. A., Oct. 2023, In: Information (Switzerland). 14, 10, 569.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    1 Citation (Scopus)

  • An LLM-Powered Adaptive Practicing System

    Kabir, M. R. & Lin, F., 2023, In: CEUR Workshop Proceedings. 3487, p. 43-52 10 p.

    Research output: Contribution to journal › Conference article › peer-review

    1 Citation (Scopus)

  • Anomaly Detection of Security Threats to Cyber-Physical Systems: A Study

    Jeffrey, N., Tan, Q. & Villar, J. R., 2023, 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022, Proceedings. García Bringas, P., Pérez García, H., Martinez-de-Pison, F. J., Villar Flecha, J. R., Troncoso Lora, A., de la Cal, E. A., Herrero, A., Martínez Álvarez, F., Psaila, G., Quintián, H. & Corchado Rodriguez, E. S. (eds.). p. 3-12 10 p. (Lecture Notes in Networks and Systems; vol. 531 LNNS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

    3 Citations (Scopus)

  • An Optimal Grouping and Regrouping Method for Effective Collaborative Learning: Leveraging the Group Dynamics

    Garshasbi, S., Graf, S., Asgari, M., Shen, J. & Howard, S., 2023, 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings. (2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

  • A Pilot Study of Preservice Teachers Accepting and Using Chatbots to Enhance CFL Education

    Lan, Y. J., Chung, F. L. & Chang, M., 2023, Innovative Technologies and Learning - 6th International Conference, ICITL 2023, Proceedings. Huang, Y.-M. & Rocha, T. (eds.). p. 260-267 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14099 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

  • A Review of Anomaly Detection Strategies to Detect Threats to Cyber-Physical Systems

    Jeffrey, N., Tan, Q. & Villar, J. R., Aug. 2023, In: Electronics (Switzerland). 12, 15, 3283.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    52 Citations (Scopus)

  • A Temporal Transformer-Based Fusion Framework for Morphological Arrhythmia Classification

    Anjum, N., Sathi, K. A., Hossain, M. A. & Dewan, M. A. A., Mar. 2023, In: Computers. 12, 3, 68.

    Research output: Contribution to journal › Journal Article › peer-review

    Open Access
    5 Citations (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 proceeding › Published Conference contribution › peer-review

    1 Citation (Scopus)

  • Automatic modeling learner’s personality using learning analytics approach in an intelligent Moodle learning platform

    Tlili, A., Denden, M., Essalmi, F., Jemni, M., Chang, M., Kinshuk & Chen, N. S., 2023, In: Interactive Learning Environments. 31, 5, p. 2529-2543 15 p.

    Research output: Contribution to journal › Journal Article › peer-review

    25 Citations (Scopus)

  • Computer vision and image analysis for industry 4.0

    Siddique, N., Arefin, M. S., Ahad, M. A. R. & Dewan, M. A. A., 24 May 2023, 197 p.

    Research output: Book/Report › Book › peer-review