M. Ali Akber Dewan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 55

Top Topics

Retinal Fundus Images

Face Recognition

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

Publications

Shawly Ahsan, Eftekhar Hossain, Omar Sharif, Avishek Das, Mohammed Moshiul Hoque, M. Ali Akber Dewan
A Multimodal Framework to Detect Target Aware Aggression in Memes. EACL (1) (2024)
Dharamjit Parmar, M. Ali Akber Dewan, Dunwei Wen, Fuhua Oscar Lin
Cognitive Engagement Detection of Online Learners Using GloVe Embedding and Hybrid LSTM. ITS (2) (2024)
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, M. Ali Akber Dewan
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification. Eng. Appl. Artif. Intell. 133 (2024)
Md Rayhan Kabir, M. Ali Akber Dewan, Fuhua Oscar Lin
Emotion Detection from Facial Expression in Online Learning Through Using Synthetic Image Generation. HCI (52) (2024)
Sadia Afroze, Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan
An empirical framework for detecting speaking modes using ensemble classifier. Multim. Tools Appl. 83 (1) (2024)
Md. Fazlul Karim Khondakar, Md. Hasib Sarowar, Mehdi Hasan Chowdhury, Sumit Majumder, Md. Azad Hossain, M. Ali Akber Dewan, Quazi Delwar Hossain
A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques. Brain Informatics 11 (1) (2024)
Pramit Dutta, Khaleda Akther Sathi, Md. Azad Hossain, M. Ali Akber Dewan
Conv-ViT: A Convolution and Vision Transformer-Based Hybrid Feature Extraction Method for Retinal Disease Detection. J. Imaging 9 (7) (2023)
Nafisa Anjum, Khaleda Akhter Sathi, Md. Azad Hossain, M. Ali Akber Dewan
A Temporal Transformer-Based Fusion Framework for Morphological Arrhythmia Classification. Comput. 12 (3) (2023)
Gaganpreet Jhajj, M. Ali Akber Dewan, Fuhua Lin
Unveiling Uncertainty: Supporting Learners Through NLP-Driven Confusion Identification. DASC/PiCom/CBDCom/CyberSciTech (2023)
Md Rayhan Kabir, M. Ali Akber Dewan, Fuhua Lin
Lightweight Model for Emotion Detection from Facial Expression in Online Learning. CCECE (2023)
Sakib Uddin Tapu, Samira Afrin Alam Shopnil, Rabeya Bosri Tamanna, M. Ali Akber Dewan, Md. Golam Rabiul Alam
Malicious Data Classification in Packet Data Network Through Hybrid Meta Deep Learning. IEEE Access 11 (2023)
Dharamjit Parmar, M. Ali Akber Dewan, Dunwei Wen
Automatic Analysis of Online Course Discussion Forum: A Short Review. CCECE (2023)
Anirudh Muthuswamy, M. Ali Akber Dewan, Mahbub Murshed, Dharamjit Parmar
Driver Distraction Classification Using Deep Convolutional Autoencoder and Ensemble Learning. IEEE Access 11 (2023)
Wesley Sauder, M. Ali Akber Dewan, Vivekanandan Suresh Kumar
Generative Conditional Facial Reenactment Method using a Human Expression Palette. CCECE (2023)
Vijayendra D. Avina, Md. Amiruzzaman, Stefanie Amiruzzaman, Linh B. Ngo, M. Ali Akber Dewan
An AI-Based Framework for Translating American Sign Language to English and Vice Versa. Inf. 14 (10) (2023)
Gazi Jannatul Ferdous, Khaleda Akhter Sathi, Md. Azad Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan
LCDEiT: A Linear Complexity Data-Efficient Image Transformer for MRI Brain Tumor Classification. IEEE Access 11 (2023)
Avishek Das, Mohammed Moshiul Hoque, Omar Sharif, M. Ali Akber Dewan, Nazmul H. Siddique
TEmoX: Classification of Textual Emotion Using Ensemble of Transformers. IEEE Access 11 (2023)
Arta Farahmand, M. Ali Akber Dewan, Fuhua Lin, Wu-Yuin Hwang
Improving Students' Self-awareness by Analyzing Course Discussion Forum Data. HCI (34) (2023)
Md. Mokammel Haque, Supriya Sarker, M. Ali Akber Dewan
Driving maneuver classification from time series data: a rule based machine learning approach. Appl. Intell. 52 (14) (2022)
Solon Alves Peixoto, Aldísio Gonçalves Medeiros, Mohammad Mehedi Hassan, M. Ali Akber Dewan, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho
Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images. Multim. Syst. 28 (4) (2022)
Shihab Uddin Chowdhury, Sanjana Sayeed, Iktisad Rashid, Md. Golam Rabiul Alam, Abdul Kadar Muhammad Masum, M. Ali Akber Dewan
Shapley-Additive-Explanations-Based Factor Analysis for Dengue Severity Prediction using Machine Learning. J. Imaging 8 (9) (2022)
Christopher Lee Stewart, M. Ali Akber Dewan
A Systemic Mapping Study of Business Intelligence Maturity Models for Higher Education Institutions. Comput. 11 (11) (2022)
Dakota Soares, M. Ali Akber Dewan, Fuhua Lin
A Hoeffding Decision Tree Based Approach for Soil Classification. AI (2022)
Md. Rayhan, Md. Golam Rabiul Alam, M. Ali Akber Dewan, Mohammad Helal Uddin Ahmed
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. 3 (2022)
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Azad Hossain
Identification of Multilingual Offense and Troll from Social Media Memes Using Weighted Ensemble of Multimodal Features. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Supriya Sarker, Md. Mokammel Haque, M. Ali Akber Dewan
Driving Maneuver Classification Using Domain Specific Knowledge and Transfer Learning. IEEE Access 9 (2021)
Arta Farahmand, M. Ali Akber Dewan, Fuhua Lin
Constructing Intelligent Learning Dashboard for Online Learners. DASC/PiCom/CBDCom/CyberSciTech (2021)
Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Nazmul Islam, Iqbal H. Sarker
Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks. IEEE Access 9 (2021)
John Mui, Fuhua Lin, M. Ali Akber Dewan
Multi-armed Bandit Algorithms for Adaptive Learning: A Survey. AIED (2) (2021)
David Boulanger, M. Ali Akber Dewan, Vivekanandan Suresh Kumar, Fuhua Lin
Lightweight and Interpretable Detection of Affective Engagement for Online Learners. DASC/PiCom/CBDCom/CyberSciTech (2021)
Md. Kamrul Hossain, Md. Mokammel Haque, M. Ali Akber Dewan
A Comparative Analysis of Semi-Supervised Learning in Detecting Burst Header Packet Flooding Attack in Optical Burst Switching Network. Comput. 10 (8) (2021)
Lamia Alam, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Iñaki Rañó, Iqbal H. Sarker
Active Vision-Based Attention Monitoring System for Non-Distracted Driving. IEEE Access 9 (2021)
Philip Kirkbride, M. Ali Akber Dewan, Fuhua Lin
Game-Like Captchas for Intrusion Detection. DASC/PiCom/CBDCom/CyberSciTech (2020)
Bruce Davidson, M. Ali Akber Dewan, Vivekanandan Suresh Kumar, Maiga Chang, Brenda Liggett
Visualizing Benefits: Evaluating Healthcare Information System Using IS-Impact Model. IEEE Access 8 (2020)
Kalpesh Lad, M. Ali Akber Dewan, Fuhua Lin
Trust Management for Multi-Agent Systems Using Smart Contracts. DASC/PiCom/CBDCom/CyberSciTech (2020)
M. Ali Akber Dewan, Walter Moreno Pachon, Fuhua Lin
A Review on Visualization of Educational Data in Online Learning. ICWL/SETE (2020)
Arta Farahmand, M. Ali Akber Dewan, Fuhua Lin
Student-Facing Educational Dashboard Design for Online Learners. DASC/PiCom/CBDCom/CyberSciTech (2020)
Ashesh Iqbal, Sumi Khatun, Mohammad Shamsul Arefin, M. Ali Akber Dewan
ERF: An Empirical Recommender Framework for Ascertaining Appropriate Learning Materials from Stack Overflow Discussions. Comput. 9 (3) (2020)
M. Ali Akber Dewan, Mahbub Murshed, Fuhua Lin
Engagement detection in online learning: a review. Smart Learn. Environ. 6 (1) (2019)
Mahbub Murshed, M. Ali Akber Dewan, Fuhua Lin, Dunwei Wen
Engagement Detection in e-Learning Environments using Convolutional Neural Networks. DASC/PiCom/DataCom/CyberSciTech (2019)
Fuhua Lin, M. Ali Akber Dewan, Volodymyr Voytenko
Open Interactive Algorithm Visualization. CCECE (2019)
Ming Wu, M. Ali Akber Dewan, Fuhua Lin, Mahbub Murshed
Visualization of Course Discussion Forums: A Short Review from Online Learning Perspective. CCECE (2019)
Md. Muntasir Shahriar, Mohammad Shamsul Arefin, M. Ali Akber Dewan
Developing a Technique for Overcoming the Searching Limitations of Documents. IJCCI (2018)
Mohammad Mekayel Anik, Mohammad Shamsul Arefin, M. Ali Akber Dewan
An Intelligent Technique for Stock Market Prediction. IJCCI (2018)
Fuhua Lin, M. Ali Akber Dewan, Matthew Nguyen
Optimizing Rescheduling Intervals Through Using Multi-Armed Bandit Algorithms. iThings/GreenCom/CPSCom/SmartData (2018)
Wen-Bo Huang, Dunwei Wen, M. Ali Akber Dewan, Yang Yan, Ke Wang
Automatic Detection of Optic Disc in Retina Image Using CNN and CRF. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Joel Burrows, Vivekanandan Kumar, Kinshuk, M. Ali Akber Dewan
Assessing a Music Student's Progress. ICALT (2018)
Mihal Miu, Xiaokun Zhang, M. Ali Akber Dewan, Junye Wang
Development of Framework for Aggregation and Visualization of Three-Dimensional (3D) Spatial Data. Big Data Cogn. Comput. 2 (2) (2018)
M. Ali Akber Dewan, Fuhua Lin, Dunwei Wen, Mahbub Murshed, Zia Uddin
A Deep Learning Approach to Detecting Engagement of Online Learners. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Katarzyna Romanowska, Gurpreet Singh, M. Ali Akber Dewan, Fuhua Lin
Towards Developing an Effective Algorithm Visualization Tool for Online Learning. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Mihal Miu, Xiaokun Zhang, M. Ali Akber Dewan, Junye Wang
Aggregation and visualization of spatial data with application to classification of land use and land cover. CoRR (2017)
Yang Yan, Dunwei Wen, M. Ali Akber Dewan, Wen-Bo Huang
Classification of Artery and Vein in Retinal Fundus Images Based on the Context-Dependent Features. HCI (16) (2017)
Anton Vassiliev, Fuhua Lin, M. Ali Akber Dewan
Combinatorial Auction Based Mechanism Design for Course Offering Determination. HCI (16) (2017)
M. Ali Akber Dewan, Eric Granger, Gian Luca Marcialis, Robert Sabourin, Fabio Roli
Adaptive appearance model tracking for still-to-video face recognition. Pattern Recognit. 49 (2016)
M. Ali Akber Dewan, Dan Qiao, Fuhua Lin, Dunwei Wen, Kinshuk
An Approach to Improving Single Sample Face Recognition Using High Confident Tracking Trajectories. Canadian Conference on AI (2016)
M. Ali Akber Dewan, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker. SSCI (2015)
M. Ali Akber Dewan, Fuhua Lin, Dunwei Wen, Kinshuk
Predicting Dropout-Prone Students in E-Learning Education System. UIC/ATC/ScalCom (2015)
M. Ali Akber Dewan, M. Omair Ahmad, M. N. S. Swamy
A Method for Automatic Segmentation of Nuclei in Phase-Contrast Images Based on Intensity, Convexity and Texture. IEEE Trans. Biomed. Circuits Syst. 8 (5) (2014)
M. Ali Akber Dewan, Eric Granger, Fabio Roli, Robert Sabourin, Gian Luca Marcialis
A comparison of adaptive appearance methods for tracking faces in video surveillance. ICDP (2013)
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
A flexible edge matching technique for object detection in dynamic environment. Appl. Intell. 36 (3) (2012)
M. Julius Hossain, M. Ali Akber Dewan, Kiok Ahn, Oksam Chae
A Linear Time Algorithm of Computing Hausdorff Distance for Content-based Image Analysis. Circuits Syst. Signal Process. 31 (1) (2012)
M. Ali Akber Dewan, M. Omair Ahmad, M. N. S. Swamy
Tracking Biological Cells in Time-Lapse Microscopy: An Adaptive Technique Combining Motion and Topological Features. IEEE Trans. Biomed. Eng. 58 (6) (2011)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
Background Independent Moving Object Segmentation for Video Surveillance. IEICE Trans. Commun. (2) (2009)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
An Adaptive Motion Segmentation for Automated Video Surveillance. EURASIP J. Adv. Signal Process. 2008 (2008)
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
Maximizing the Effective Lifetime of Mobile Ad Hoc Networks. IEICE Trans. Commun. (9) (2008)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
Moving Object Detection and Classification Using Neural Network. KES-AMSTA (2008)
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
Edge Segment-Based Automatic Video Surveillance. EURASIP J. Adv. Signal Process. 2008 (2008)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
Reference Independent Moving Object Detection: An Edge Segment Based Approach. KES (1) (2007)
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
Suitability of Edge Segment Based Moving Object Detection for Real Time Video Surveillance. KES (1) (2007)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
Background Independent Moving Object Segmentation Using Edge Similarity Measure. ICIAR (2007)
M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae
A Block Based Moving Object Detection Utilizing the Distribution of Noise. KES-AMSTA (2007)
M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae
Moving Object Detection for Real Time Video Surveillance: An Edge Based Approach. IEICE Trans. Commun. (12) (2007)
Mohammad Abdullah-Al-Wadud, Md. Hasanul Kabir, M. Ali Akber Dewan, Oksam Chae
A Dynamic Histogram Equalization for Image Contrast Enhancement. IEEE Trans. Consumer Electron. 53 (2) (2007)