Research output per year
Research output per year
Research output
- 1 - 50 out of 613 results
Search results
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2023
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
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 -
An Approach to Generating Adaptive Feedback for Online Formative Assessment
Lin, F. & De Silva, S., 2023, Augmented Intelligence and Intelligent Tutoring Systems - 19th International Conference, ITS 2023, Proceedings. Frasson, C., Mylonas, P. & Troussas, C. (eds.). p. 88-99 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13891 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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An empirical framework for detecting speaking modes using ensemble classifier
Afroze, S., Hossain, M. R., Hoque, M. M. & Dewan, M. A. A., 2023, (Accepted/In press) In: Multimedia Tools and Applications.Research output: Contribution to journal › Journal Article › peer-review
2 Citations (Scopus) -
An Entity Extraction and Categorization Technique on Twitter Streams
Narayanasamy, S. K. & Chang, M., 2023, (Accepted/In press) In: International Journal of Information Technology and Decision Making. 2350036.Research output: Contribution to journal › Journal Article › peer-review
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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) -
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 -
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
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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
18 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
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Designing situated learning experiences for smart cities: the Inf@nziaDigiTales3.6 experience
Chang, M., De Angelis, M., Gaeta, A., Orciuoli, F. & Parente, M., 2023, In: Interactive Learning Environments. 31, 1, p. 544-561 18 p.Research output: Contribution to journal › Journal Article › peer-review
3 Citations (Scopus) -
Driver Distraction Classification Using Deep Convolutional Autoencoder and Ensemble Learning
Muthuswamy, A., Dewan, M. A. A., Murshed, M. & Parmar, D., 2023, In: IEEE Access. 11, p. 71435-71448 14 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Eliminating Environmental Context for Fall Detection Based on Movement Traces
Balamanikandan, J., Thangavel, S. K. & Chang, M., 2023, Soft Computing and Signal Processing - Proceedings of 5th ICSCSP 2022. Reddy, V. S., Prasad, V. K., Wang, J. & Reddy, K. T. V. (eds.). p. 343-357 15 p. (Smart Innovation, Systems and Technologies; vol. 313).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Generative Conditional Facial Reenactment Method using a Human Expression Palette
Sauder, W., Ali Akber Dewan, M. & Suresh Kumar, V., 2023, 2023 Annual IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2023. p. 222-228 7 p. (Canadian Conference on Electrical and Computer Engineering; vol. 2023-September).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Impact of personality traits on learners’ navigational behavior patterns in an online course: a lag sequential analysis approach
Tlili, A., Sun, T., Denden, M., Kinshuk, Graf, S., Fei, C. & Wang, H., 2023, In: Frontiers in Psychology. 14, 1071985.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Improving Student Mental Health Through Health Objectives in a Mobile App
Vinogradov, M., Chang, M., Lin, F. & Yan, Y., 2023, ICT for Health, Accessibility and Wellbeing - 2nd International Conference, IHAW 2022, Revised Selected Papers. Papadopoulos, G. A., Achilleos, A., Pissaloux, E. & Velázquez, R. (eds.). p. 110-123 14 p. (Communications in Computer and Information Science; vol. 1799 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Improving Students’ Self-awareness by Analyzing Course Discussion Forum Data
Farahmand, A., Dewan, M. A. A., Lin, F. & Hwang, W. Y., 2023, Adaptive Instructional Systems - 5th International Conference, AIS 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Sottilare, R. A. & Schwarz, J. (eds.). p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14044 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning Approach
Abimbola, B., 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. 587-595 9 p. (Lecture Notes in Networks and Systems; vol. 531 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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LCDEiT: A Linear Complexity Data-Efficient Image Transformer for MRI Brain Tumor Classification
Ferdous, G. J., Sathi, K. A., Hossain, M. A., Hoque, M. M. & Ali Akber Dewan, M., 2023, In: IEEE Access. 11, p. 20337-20350 14 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Citations (Scopus) -
Learning by Building Chatbot: A System Usability Study and Teachers’ Views About the Educational Uses of Chatbots
Nikou, S. A. & Chang, M., 2023, Augmented Intelligence and Intelligent Tutoring Systems - 19th International Conference, ITS 2023, Proceedings. Frasson, C., Mylonas, P. & Troussas, C. (eds.). p. 342-351 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13891 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Lightweight Model for Emotion Detection from Facial Expression in Online Learning
Kabir, M. R., Ali Akber Dewan, M. & Lin, F., 2023, 2023 Annual IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2023. p. 174-179 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
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Personalized Study Guide: A Moodle Plug-in Generating Personal Learning Path for Students
Krahn, T., Kuo, R. & Chang, M., 2023, Augmented Intelligence and Intelligent Tutoring Systems - 19th International Conference, ITS 2023, Proceedings. Frasson, C., Mylonas, P. & Troussas, C. (eds.). p. 333-341 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13891 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Preface
Siddique, N., Arefin, M. S., Ahad, M. A. R. & Dewan, M. A. A., 24 May 2023, Computer Vision and Image Analysis for Industry 4.0. p. ix-ixResearch output: Chapter in Book/Report/Conference proceeding › Foreword/postscript
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Preliminary Performance Assessment on Ask4Summary’s Reading Methods for Summary Generation
Kuo, R., Iriarte, M. F., Zou, D. & Chang, M., 2023, Augmented Intelligence and Intelligent Tutoring Systems - 19th International Conference, ITS 2023, Proceedings. Frasson, C., Mylonas, P. & Troussas, C. (eds.). p. 630-637 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13891 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Real-time Multi-module Student Engagement Detection System
Ravi, P. & Ali Akber Dewan, M., 2023, Communication and Intelligent Systems - Proceedings of ICCIS 2022. Sharma, H., Shrivastava, V., Bharti, K. K. & Wang, L. (eds.). p. 261-278 18 p. (Lecture Notes in Networks and Systems; vol. 686 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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TEmoX: Classification of Textual Emotion using Ensemble of Transformers
Das, A., Hoque, M. M., Sharif, O., Dewan, M. A. A. & Siddique, N., 2023, (Accepted/In press) In: IEEE Access. p. 1 1 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Towards pilot's situation awareness enhancement: A framework of adaptive interaction system and its realization
Yu, W., Jin, D., Zhao, F. & Zhang, X., Jan. 2023, In: ISA Transactions. 132, p. 109-119 11 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Citation (Scopus) -
Using Causal Inference in Learning Processes to Predict Student Proficiency
Saleh, H., Carrero, G. & Kumar, V., 2023, Perspectives on Learning Analytics for Maximizing Student Outcomes. Durak, G. & Cankaya, S. (eds.). p. 188-207 20 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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ViTab Transformer Framework for Predicting Induced Electric Field and Focality in Transcranial Magnetic Stimulation
Ghosh, B., Sathi, K. A., Hosain, M. K., Hossain, M. A., Dewan, M. A. A. & Kouzani, A. Z., 2023, (Accepted/In press) In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. p. 1 1 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
2022
A Learning Analytics Approach to Build Learner Profiles Within the Educational Game OMEGA+
Chandrasekaran, D., Chang, M. & Graf, S., 2022, Intelligent Tutoring Systems - 18th International Conference, ITS 2022, Proceedings. Crossley, S. & Popescu, E. (eds.). p. 139-147 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13284 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
1 Citation (Scopus) -
A Machine Learning Approach to Waterbody Segmentation in Thermal Infrared Imagery in Support of Tactical Wildfire Mapping
Oliver, J. A., Pivot, F. C., Tan, Q., Cantin, A. S., Wooster, M. J. & Johnston, J. M., 1 May 2022, In: Remote Sensing. 14, 9, 2262.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Citations (Scopus) -
An efficient multi-robot path planning solution using A∗ and coevolutionary algorithms
García, E., Villar, J. R., Tan, Q., Sedano, J. & Chira, C., 2022, In: Integrated Computer-Aided Engineering. 30, 1, p. 41-52 12 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access3 Citations (Scopus) -
An Ensemble Framework for Dropout Prediction in Online Learning
Srinivasan, S. & Dewan, M. A. A., 2022, IEEE International Conference on Knowledge Engineering and Communication Systems, ICKES 2022. (IEEE International Conference on Knowledge Engineering and Communication Systems, ICKES 2022).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Appraisal of high-stake examinations during SARS-CoV-2 emergency with responsible and transparent AI: Evidence of fair and detrimental assessment
Rayhan, M. D., Alam, MD. G. R., Dewan, M. A. A. & Ahmed, M. H. U., Jan. 2022, In: Computers and Education: Artificial Intelligence. 3, 100077.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Citation (Scopus) -
Artificial Intelligence Decision and Validation Powered Smart Contract for Open Learning Content Creation
Ako-Nai, F., de la Cal Marin, E. & Tan, Q., 2022, Blockchain and Applications - 3rd International Congress, BLOCKCHAIN 2021. Prieto, J., Partida, A., Leitão, P. & Pinto, A. (eds.). p. 359-362 4 p. (Lecture Notes in Networks and Systems; vol. 320 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Ask4Summary: A Summary Generation Moodle Plugin Using Natural Language Processing Techniques
Saleh, M., Iriarte, M. F. & Chang, M., 28 Nov. 2022, 30th International Conference on Computers in Education Conference, ICCE 2022 - Proceedings. Iyer, S., Shih, J-L., Shih, J-L., Chen, W., Chen, W., Khambari, M. N. MD., Denden, M., Majumbar, R., Medina, L. C., Mishra, S., Murthy, S., Panjaburee, P. & Sun, D. (eds.). p. 549-554 6 p. (30th International Conference on Computers in Education Conference, ICCE 2022 - Proceedings; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
1 Citation (Scopus) -
Ask4Summary Automatically Responds Student's Question with a Summary Assembled from Course Content
Saleh, M., Chang, M. & Iriarte, M. F., 28 Nov. 2022, 30th International Conference on Computers in Education Conference, ICCE 2022 - Proceedings. Iyer, S., Shih, J-L., Shih, J-L., Chen, W., Chen, W., Khambari, M. N. MD., Abdul Aziz, N. A., Chang, M., Diwakar, A., How, S. P., Jiang, B., Kaewsa-Ard, A., Kim, M. S., Lai, C-L., Lee, V. Y. A., Liu, L. Y., Ogata, H., Omar, M. K., Shu, H., Song, Y. & Yun, W. (eds.). p. 413-418 6 p. (30th International Conference on Computers in Education Conference, ICCE 2022 - Proceedings; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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A Systemic Mapping Study of Business Intelligence Maturity Models for Higher Education Institutions
Stewart, C. L. & Dewan, M. A. A., Nov. 2022, In: Computers. 11, 11, 153.Research output: Contribution to journal › Review article › peer-review
Open Access1 Citation (Scopus) -
CNN-XGBoost fusion-based affective state recognition using EEG spectrogram image analysis
Khan, M. S., Salsabil, N., Alam, M. G. R., Dewan, M. A. A. & Uddin, M. Z., Dec. 2022, In: Scientific Reports. 12, 1, 14122.Research output: Contribution to journal › Journal Article › peer-review
Open Access12 Citations (Scopus) -
Driving maneuver classification from time series data: a rule based machine learning approach
Haque, M. M., Sarker, S. & Dewan, M. A. A., Nov. 2022, In: Applied Intelligence. 52, 14, p. 16900-16915 16 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Citation (Scopus) -
Facilitating Geometry Learning Through Real-Time Collaborative Activities with Augmented Reality in Authentic Context
Hwang, W. Y., Lin, Y. J., Hoang, A., Nurtantyana, R. & Lin, O., 2022, Innovative Technologies and Learning - 5th International Conference, ICITL 2022, Proceedings. Huang, Y-M., Cheng, S-C., Barroso, J. & Sandnes, F. E. (eds.). p. 79-87 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13449 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
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Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images
Peixoto, S. A., Medeiros, A. G., Hassan, M. M., Dewan, M. A. A., Albuquerque, V. H. C. D. & Filho, P. P. R., Aug. 2022, In: Multimedia Systems. 28, 4, p. 1151-1163 13 p.Research output: Contribution to journal › Journal Article › peer-review
3 Citations (Scopus) -
Identification of Multilingual Offense and Troll from Social Media Memes Using Weighted Ensemble of Multimodal Features
Hossain, E., Sharif, O., Hoque, M. M., Akber Dewan, M. A., Siddique, N. & Hossain, M. A., Oct. 2022, In: Journal of King Saud University - Computer and Information Sciences. 34, 9, p. 6605-6623 19 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Citations (Scopus) -
Improving online education through automatic learning style identification using a multi-step architecture with ant colony system and artificial neural networks
Bernard, J., Popescu, E. & Graf, S., Dec. 2022, In: Applied Soft Computing. 131, 109779.Research output: Contribution to journal › Journal Article › peer-review
3 Citations (Scopus) -
La cognification dans l'enseignement, l'apprentissage et la formation
Translated title of the contribution :Cognification in Teaching, Learning, and Training Research output: Contribution to journal › Journal Article › peer-review
Open Access -
LORD: A Moodle Plug-in Helps to Find the Relations Among Learning Objects
Kuo, R., Wasowski, R., Krahn, T. & Chang, M., 2022, Intelligent Tutoring Systems - 18th International Conference, ITS 2022, Proceedings. Crossley, S. & Popescu, E. (eds.). p. 115-122 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13284 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review
1 Citation (Scopus) -
Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects
Wang, J., Bretz, M., Dewan, M. A. A. & Delavar, M. A., 20 May 2022, In: Science of the Total Environment. 822, 153559.Research output: Contribution to journal › Review article › peer-review
53 Citations (Scopus) -
Preface
Chen, N. S., G Sampson, D., Trausan-Matu, S., Chang, M., Dascalu, M. & Tlili, A., 2022, In: Proceedings - 2022 International Conference on Advanced Learning Technologies, ICALT 2022. p. xx-xxiResearch output: Contribution to journal › Editorial
Open Access -
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Removing barriers in self-paced online learning through designing intelligent learning dashboards
Faramand, A., Yan, H., Dewan, M. A. A. & Lin, F., 20 Dec. 2022, Artificial Intelligence in STEM Education: The Paradigmatic Shifts in Research, Education, and Technology. p. 77-90 14 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review