M. Ali Akber Dewan

94 papers B 1C 2Journal 52Unranked 39
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel MaxViT Model for Accelerated and Precise Soybean Leaf and Seed Disease Identification.
Comput.
Al Shahriar Uddin Khondakar Pranta, Hasib Fardin, Jesika Debnath, Amira Hossain, Anamul Haque Sakib, Md. Redwan Ahmed, Rezaul Haque, Ahmed Wasif Reza, M. Ali Akber Dewan
2025 J jnl
AFuNet: an attention-based fusion network to classify texts in a resource-constrained language.
Neural Comput. Appl.
Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Enamul Hoque, Nazmul H. Siddique
2025 J jnl
AI Chatbots in Education: Challenges and Opportunities.
Inf.
Narius Farhad Davar, M. Ali Akber Dewan, Xiaokun Zhang
2025 J jnl
AuthorNet: Leveraging attention-based early fusion of transformers for low-resource authorship attribution.
Expert Syst. Appl.
Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Enamul Hoque, Nazmul H. Siddique
2025 J jnl
BVQA: Connecting Language and Vision Through Multimodal Attention for Open-Ended Question Answering.
IEEE Access
Md. Shalha Mucha Bhuyan, Eftekhar Hossain, Khaleda Akhter Sathi, Md. Azad Hossain, M. Ali Akber Dewan
2025 J jnl
Bidirectional Translation of ASL and English Using Machine Vision and CNN and Transformer Networks.
Comput.
Stefanie Amiruzzaman, Md. Amiruzzaman, Raga Mouni Batchu, James Dracup, Alexander Pham, Benjamin Crocker, Linh Ngo, M. Ali Akber Dewan
2025 J jnl
Detecting cognitive engagement in online course forums: A review of frameworks and methodologies.
Nat. Lang. Process. J.
Nazmus Sakeef, M. Ali Akber Dewan, Fuhua Oscar Lin, Dharamjit Parmar
2025 — conf
Hybrid Deep Learning-Based Framework for Students' Cognitive Analysis in Online Learning.
HCI (42)
Kavya Kannan, M. Ali Akber Dewan, Mahbub Murshed
2025 J jnl
LC-CCT: A Linear Complexity Compact Convolutional Transformer for Retinal Disease Detection in Optical Coherence Tomography Images.
IEEE Access
Gazi Jannatul Ferdous, Mehdi Hasan Chowdhury, Md. Azad Hossain, M. Ali Akber Dewan, Dunwei Wen
2025 — conf
Neuromorphic Knowledge Representation: SNN-Based Relational Inference and Explainability in Knowledge Graphs.
ITS (2)
Gaganpreet Jhajj, Jerry Ryan Gustafson, Raymond Morland, Carlos Enrique Gutierrez, Michael Pin-Chuan Lin, M. Ali Akber Dewan, Fuhua Lin
2025 J jnl
PD-Net: Parkinson's Disease Detection Through Fusion of Two Spectral Features Using Attention-Based Hybrid Deep Neural Network.
Inf.
Munira Islam, Khadija Akter, Md. Azad Hossain, M. Ali Akber Dewan
2025 — conf
Semi-Automatic Labeling of Online Course Discussion Posts.
HCI (42)
Dharamjit Parmar, M. Ali Akber Dewan, Dunwei Wen, Fuhua Oscar Lin
2025 J jnl
ViX-MangoEFormer: An Enhanced Vision Transformer-EfficientFormer and Stacking Ensemble Approach for Mango Leaf Disease Recognition with Explainable Artificial Intelligence.
Comput.
Abdullah Al Noman, Amira Hossain, Anamul Haque Sakib, Jesika Debnath, Hasib Fardin, Abdullah Al Sakib, Rezaul Haque, Md. Redwan Ahmed, Ahmed Wasif Reza, M. Ali Akber Dewan
2024 — conf
A Multimodal Framework to Detect Target Aware Aggression in Memes.
EACL (1)
Shawly Ahsan, Eftekhar Hossain, Omar Sharif, Avishek Das, Mohammed Moshiul Hoque, M. Ali Akber Dewan
2024 J jnl
A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques.
Brain Informatics
Md. Fazlul Karim Khondakar, Md. Hasib Sarowar, Mehdi Hasan Chowdhury, Sumit Majumder, Md. Azad Hossain, M. Ali Akber Dewan, Quazi Delwar Hossain
2024 J jnl
AVaTER: Fusing Audio, Visual, and Textual Modalities Using Cross-Modal Attention for Emotion Recognition.
Sensors
Avishek Das, Moumita Sen Sarma, Mohammed Moshiul Hoque, Nazmul H. Siddique, M. Ali Akber Dewan
2024 J jnl
An empirical framework for detecting speaking modes using ensemble classifier.
Multim. Tools Appl.
Sadia Afroze, Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan
2024 J jnl
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification.
Eng. Appl. Artif. Intell.
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, M. Ali Akber Dewan
2024 J jnl
CochleaSpecNet: An Attention-Based Dual Branch Hybrid CNN-GRU Network for Speech Emotion Recognition Using Cochleagram and Spectrogram.
IEEE Access
Atkia Anika Namey, Khadija Akter, Md. Azad Hossain, M. Ali Akber Dewan
2024 — conf
Cognitive Engagement Detection of Online Learners Using GloVe Embedding and Hybrid LSTM.
ITS (2)
Dharamjit Parmar, M. Ali Akber Dewan, Dunwei Wen, Fuhua Oscar Lin
2024 — conf
Emotion Detection from Facial Expression in Online Learning Through Using Synthetic Image Generation.
HCI (52)
Md Rayhan Kabir, M. Ali Akber Dewan, Fuhua Oscar Lin
2024 — conf
MuLAD: Multimodal Aggression Detection from Social Media Memes Exploiting Visual and Textual Features.
ICPR (31)
Md Maruf Hasan, Shawly Ahsan, Mohammed Moshiul Hoque, M. Ali Akber Dewan
2024 — conf
Multimodal Emotion Recognition System Leveraging Decision Fusion with Acoustic and Visual Cues.
ICPR (Workshops and Challenges, 4)
Md. Tanvir Rahman, Shawly Ahsan, Jawad Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan
2024 J jnl
ROBB: Recurrent Proximal Policy Optimization Reinforcement Learning for Optimal Block Formation in Bitcoin Blockchain Network.
IEEE Access
Amit Dutta, Nafiz Imtiaz Rafin, M. Ali Akber Dewan, Md. Golam Rabiul Alam
2024 J jnl
SPT-Swin: A Shifted Patch Tokenization Swin Transformer for Image Classification.
IEEE Access
Gazi Jannatul Ferdous, Khaleda Akhter Sathi, Md. Azad Hossain, M. Ali Akber Dewan
2024 J jnl
Stress Detection and Audio-Visual Stimuli Classification From Electroencephalogram.
IEEE Access
Trishita Ghosh Troyee, Mehdi Hasan Chowdhury, Md. Fazlul Karim Khondakar, Mahmudul Hasan, Md. Azad Hossain, Quazi Delwar Hossain, M. Ali Akber Dewan
2024 J jnl
WGCAMNet: Wasserstein Generative Adversarial Network Augmented and Custom Attention Mechanism Based Deep Neural Network for Enhanced Brain Tumor Detection and Classification.
Inf.
Fatema Binte Alam, Tahasin Ahmed Fahim, Md Asef, Md. Azad Hossain, M. Ali Akber Dewan
2023 J jnl
A Temporal Transformer-Based Fusion Framework for Morphological Arrhythmia Classification.
Comput.
Nafisa Anjum, Khaleda Akhter Sathi, Md. Azad Hossain, M. Ali Akber Dewan
2023 J jnl
An AI-Based Framework for Translating American Sign Language to English and Vice Versa.
Inf.
Vijayendra D. Avina, Md. Amiruzzaman, Stefanie Amiruzzaman, Linh B. Ngo, M. Ali Akber Dewan
2023 — conf
Automatic Analysis of Online Course Discussion Forum: A Short Review.
CCECE
Dharamjit Parmar, M. Ali Akber Dewan, Dunwei Wen
2023 J jnl
Conv-ViT: A Convolution and Vision Transformer-Based Hybrid Feature Extraction Method for Retinal Disease Detection.
J. Imaging
Pramit Dutta, Khaleda Akhter Sathi, Md. Azad Hossain, M. Ali Akber Dewan
2023 J jnl
Driver Distraction Classification Using Deep Convolutional Autoencoder and Ensemble Learning.
IEEE Access
Anirudh Muthuswamy, M. Ali Akber Dewan, Mahbub Murshed, Dharamjit Parmar
2023 — conf
Generative Conditional Facial Reenactment Method using a Human Expression Palette.
CCECE
Wesley Sauder, M. Ali Akber Dewan, Vivekanandan Suresh Kumar
2023 — conf
Improving Students' Self-awareness by Analyzing Course Discussion Forum Data.
HCI (34)
Arta Farahmand, M. Ali Akber Dewan, Fuhua Oscar Lin, Wu-Yuin Hwang
2023 J jnl
LCDEiT: A Linear Complexity Data-Efficient Image Transformer for MRI Brain Tumor Classification.
IEEE Access
Gazi Jannatul Ferdous, Khaleda Akhter Sathi, Md. Azad Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan
2023 — conf
Lightweight Model for Emotion Detection from Facial Expression in Online Learning.
CCECE
Md Rayhan Kabir, M. Ali Akber Dewan, Fuhua Oscar Lin
2023 J jnl
Malicious Data Classification in Packet Data Network Through Hybrid Meta Deep Learning.
IEEE Access
Sakib Uddin Tapu, Samira Afrin Alam Shopnil, Rabeya Bosri Tamanna, M. Ali Akber Dewan, Md. Golam Rabiul Alam
2023 J jnl
TEmoX: Classification of Textual Emotion Using Ensemble of Transformers.
IEEE Access
Avishek Das, Mohammed Moshiul Hoque, Omar Sharif, M. Ali Akber Dewan, Nazmul H. Siddique
2023 — conf
Unveiling Uncertainty: Supporting Learners Through NLP-Driven Confusion Identification.
DASC/PiCom/CBDCom/CyberSciTech
Gaganpreet Jhajj, M. Ali Akber Dewan, Fuhua Oscar Lin
2022 — conf
A Hoeffding Decision Tree Based Approach for Soil Classification.
Canadian AI
Dakota Soares, M. Ali Akber Dewan, Fuhua Oscar Lin
2022 J jnl
A Systemic Mapping Study of Business Intelligence Maturity Models for Higher Education Institutions.
Comput.
Christopher Lee Stewart, M. Ali Akber Dewan
2022 J jnl
Appraisal of high-stake examinations during SARS-CoV-2 emergency with responsible and transparent AI: Evidence of fair and detrimental assessment.
Comput. Educ. Artif. Intell.
Md. Rayhan, Md. Golam Rabiul Alam, M. Ali Akber Dewan, Mohammad Helal Uddin Ahmed
2022 J jnl
Driving maneuver classification from time series data: a rule based machine learning approach.
Appl. Intell.
Md. Mokammel Haque, Supriya Sarker, M. Ali Akber Dewan
2022 J jnl
Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images.
Multim. Syst.
Solon Alves Peixoto, Aldísio Gonçalves Medeiros, Mohammad Mehedi Hassan, M. Ali Akber Dewan, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho
2022 J jnl
Identification of Multilingual Offense and Troll from Social Media Memes Using Weighted Ensemble of Multimodal Features.
J. King Saud Univ. Comput. Inf. Sci.
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Azad Hossain
2022 J jnl
Shapley-Additive-Explanations-Based Factor Analysis for Dengue Severity Prediction using Machine Learning.
J. Imaging
Shihab Uddin Chowdhury, Sanjana Sayeed, Iktisad Rashid, Md. Golam Rabiul Alam, Abdul Kadar Muhammad Masum, M. Ali Akber Dewan
2021 J jnl
A Comparative Analysis of Semi-Supervised Learning in Detecting Burst Header Packet Flooding Attack in Optical Burst Switching Network.
Comput.
Md. Kamrul Hossain, Md. Mokammel Haque, M. Ali Akber Dewan
2021 J jnl
Active Vision-Based Attention Monitoring System for Non-Distracted Driving.
IEEE Access
Lamia Alam, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Iñaki Rañó, Iqbal H. Sarker
2021 J jnl
Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks.
IEEE Access
Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Nazmul Islam, Iqbal H. Sarker
2021 — conf
Constructing Intelligent Learning Dashboard for Online Learners.
DASC/PiCom/CBDCom/CyberSciTech
Arta Farahmand, M. Ali Akber Dewan, Fuhua Oscar Lin
2021 J jnl
Driving Maneuver Classification Using Domain Specific Knowledge and Transfer Learning.
IEEE Access
Supriya Sarker, Md. Mokammel Haque, M. Ali Akber Dewan
2021 — conf
Lightweight and Interpretable Detection of Affective Engagement for Online Learners.
DASC/PiCom/CBDCom/CyberSciTech
David Boulanger, M. Ali Akber Dewan, Vivekanandan Suresh Kumar, Fuhua Oscar Lin
2021 — conf
Multi-armed Bandit Algorithms for Adaptive Learning: A Survey.
AIED (2)
John Mui, Fuhua Oscar Lin, M. Ali Akber Dewan
2020 — conf
A Review on Visualization of Educational Data in Online Learning.
ICWL/SETE
M. Ali Akber Dewan, Walter Moreno Pachon, Fuhua Oscar Lin
2020 J jnl
ERF: An Empirical Recommender Framework for Ascertaining Appropriate Learning Materials from Stack Overflow Discussions.
Comput.
Ashesh Iqbal, Sumi Khatun, Mohammad Shamsul Arefin, M. Ali Akber Dewan
2020 — conf
Game-Like Captchas for Intrusion Detection.
DASC/PiCom/CBDCom/CyberSciTech
Philip Kirkbride, M. Ali Akber Dewan, Fuhua Oscar Lin
2020 — conf
Student-Facing Educational Dashboard Design for Online Learners.
DASC/PiCom/CBDCom/CyberSciTech
Arta Farahmand, M. Ali Akber Dewan, Fuhua Oscar Lin
2020 — conf
Trust Management for Multi-Agent Systems Using Smart Contracts.
DASC/PiCom/CBDCom/CyberSciTech
Kalpesh Lad, M. Ali Akber Dewan, Fuhua Oscar Lin
2020 J jnl
Visualizing Benefits: Evaluating Healthcare Information System Using IS-Impact Model.
IEEE Access
Bruce Davidson, M. Ali Akber Dewan, Vivekanandan Suresh Kumar, Maiga Chang, Brenda Liggett
2019 — conf
Engagement Detection in e-Learning Environments using Convolutional Neural Networks.
DASC/PiCom/DataCom/CyberSciTech
Mahbub Murshed, M. Ali Akber Dewan, Fuhua Oscar Lin, Dunwei Wen
2019 J jnl
Engagement detection in online learning: a review.
Smart Learn. Environ.
M. Ali Akber Dewan, Mahbub Murshed, Fuhua Oscar Lin
2019 — conf
Open Interactive Algorithm Visualization.
CCECE
Fuhua Oscar Lin, M. Ali Akber Dewan, Volodymyr Voytenko
2019 — conf
Visualization of Course Discussion Forums: A Short Review from Online Learning Perspective.
CCECE
Ming Wu, M. Ali Akber Dewan, Fuhua Oscar Lin, Mahbub Murshed
2018 — conf
A Deep Learning Approach to Detecting Engagement of Online Learners.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
M. Ali Akber Dewan, Fuhua Oscar Lin, Dunwei Wen, Mahbub Murshed, Zia Uddin
2018 C conf
An Intelligent Technique for Stock Market Prediction.
IJCCI
Mohammad Mekayel Anik, Mohammad Shamsul Arefin, M. Ali Akber Dewan
2018 B conf
Assessing a Music Student's Progress.
ICALT
Joel Burrows, Vivekanandan Kumar, Kinshuk, M. Ali Akber Dewan
2018 — conf
Automatic Detection of Optic Disc in Retina Image Using CNN and CRF.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Wen-Bo Huang, Dunwei Wen, M. Ali Akber Dewan, Yang Yan, Ke Wang
2018 C conf
Developing a Technique for Overcoming the Searching Limitations of Documents.
IJCCI
Md. Muntasir Shahriar, Mohammad Shamsul Arefin, M. Ali Akber Dewan
2018 J jnl
Development of Framework for Aggregation and Visualization of Three-Dimensional (3D) Spatial Data.
Big Data Cogn. Comput.
Mihal Miu, Xiaokun Zhang, M. Ali Akber Dewan, Junye Wang
2018 — conf
Optimizing Rescheduling Intervals Through Using Multi-Armed Bandit Algorithms.
iThings/GreenCom/CPSCom/SmartData
Fuhua Oscar Lin, M. Ali Akber Dewan, Matthew Nguyen
2018 — conf
Towards Developing an Effective Algorithm Visualization Tool for Online Learning.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Katarzyna Romanowska, Gurpreet Singh, M. Ali Akber Dewan, Fuhua Oscar Lin
2017 J jnl
Aggregation and visualization of spatial data with application to classification of land use and land cover.
CoRR
Mihal Miu, Xiaokun Zhang, M. Ali Akber Dewan, Junye Wang
2017 — conf
Classification of Artery and Vein in Retinal Fundus Images Based on the Context-Dependent Features.
HCI (16)
Yang Yan, Dunwei Wen, M. Ali Akber Dewan, Wen-Bo Huang
2017 — conf
Combinatorial Auction Based Mechanism Design for Course Offering Determination.
HCI (16)
Anton Vassiliev, Fuhua Oscar Lin, M. Ali Akber Dewan
2016 J jnl
Adaptive appearance model tracking for still-to-video face recognition.
Pattern Recognit.
M. Ali Akber Dewan, Eric Granger, Gian Luca Marcialis, Robert Sabourin, Fabio Roli
2016 — conf
An Approach to Improving Single Sample Face Recognition Using High Confident Tracking Trajectories.
Canadian AI
M. Ali Akber Dewan, Dan Qiao, Fuhua Oscar Lin, Dunwei Wen, Kinshuk
2015 — conf
Predicting Dropout-Prone Students in E-Learning Education System.
UIC/ATC/ScalCom
M. Ali Akber Dewan, Fuhua Oscar Lin, Dunwei Wen, Kinshuk
2015 — conf
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker.
SSCI
M. Ali Akber Dewan, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014 J jnl
A Method for Automatic Segmentation of Nuclei in Phase-Contrast Images Based on Intensity, Convexity and Texture.
IEEE Trans. Biomed. Circuits Syst.
M. Ali Akber Dewan, M. Omair Ahmad, M. N. S. Swamy
2013 — conf
A comparison of adaptive appearance methods for tracking faces in video surveillance.
ICDP
M. Ali Akber Dewan, Eric Granger, Fabio Roli, Robert Sabourin, Gian Luca Marcialis
2012 J jnl
A Linear Time Algorithm of Computing Hausdorff Distance for Content-based Image Analysis.
Circuits Syst. Signal Process.
M. Julius Hossain, M. Ali Akber Dewan, Kiok Ahn, Oksam Chae
2012 J jnl
A flexible edge matching technique for object detection in dynamic environment.
Appl. Intell.
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
2011 J jnl
Tracking Biological Cells in Time-Lapse Microscopy: An Adaptive Technique Combining Motion and Topological Features.
IEEE Trans. Biomed. Eng.
M. Ali Akber Dewan, M. Omair Ahmad, M. N. S. Swamy
2009 J jnl
Background Independent Moving Object Segmentation for Video Surveillance.
IEICE Trans. Commun.
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
2008 J jnl
An Adaptive Motion Segmentation for Automated Video Surveillance.
EURASIP J. Adv. Signal Process.
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
2008 J jnl
Edge Segment-Based Automatic Video Surveillance.
EURASIP J. Adv. Signal Process.
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
2008 J jnl
Maximizing the Effective Lifetime of Mobile Ad Hoc Networks.
IEICE Trans. Commun.
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
2008 — conf
Moving Object Detection and Classification Using Neural Network.
KES-AMSTA
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
2007 — conf
A Block Based Moving Object Detection Utilizing the Distribution of Noise.
KES-AMSTA
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
2007 J jnl
A Dynamic Histogram Equalization for Image Contrast Enhancement.
IEEE Trans. Consumer Electron.
Mohammad Abdullah-Al-Wadud, Md. Hasanul Kabir, M. Ali Akber Dewan, Oksam Chae
2007 — conf
Background Independent Moving Object Segmentation Using Edge Similarity Measure.
ICIAR
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
2007 J jnl
Moving Object Detection for Real Time Video Surveillance: An Edge Based Approach.
IEICE Trans. Commun.
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
2007 — conf
Reference Independent Moving Object Detection: An Edge Segment Based Approach.
KES (1)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
2007 — conf
Suitability of Edge Segment Based Moving Object Detection for Real Time Video Surveillance.
KES (1)
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae