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ORCIDM. Ali Akber Dewan
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2020 – today
- 2024
[j40]Amit Dutta
, Nafiz Imtiaz Rafin, M. Ali Akber Dewan, Md. Golam Rabiul Alam:
ROBB: Recurrent Proximal Policy Optimization Reinforcement Learning for Optimal Block Formation in Bitcoin Blockchain Network. IEEE Access 12: 31287-31311 (2024)- [j39]Gazi Jannatul Ferdous, Khaleda Akhter Sathi, Md. Azad Hossain, M. Ali Akber Dewan:
SPT-Swin: A Shifted Patch Tokenization Swin Transformer for Image Classification. IEEE Access 12: 117617-117626 (2024) - [j38]Trishita Ghosh Troyee, Mehdi Hasan Chowdhury, Md. Fazlul Karim Khondakar, Mahmudul Hasan, Md. Azad Hossain, Quazi Delwar Hossain, M. Ali Akber Dewan:
Stress Detection and Audio-Visual Stimuli Classification From Electroencephalogram. IEEE Access 12: 145417-145427 (2024) - [j37]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): 17 (2024) - [j36]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: 107987 (2024) - [j35]Fatema Binte Alam, Tahasin Ahmed Fahim, Md Asef, Md. Azad Hossain, M. Ali Akber Dewan:
WGCAMNet: Wasserstein Generative Adversarial Network Augmented and Custom Attention Mechanism Based Deep Neural Network for Enhanced Brain Tumor Detection and Classification. Inf. 15(9): 560 (2024) - [j34]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): 2349-2382 (2024) - [j33]Avishek Das, Moumita Sen Sarma, Mohammed Moshiul Hoque, Nazmul H. Siddique, M. Ali Akber Dewan:
AVaTER: Fusing Audio, Visual, and Textual Modalities Using Cross-Modal Attention for Emotion Recognition. Sensors 24(18): 5862 (2024) - [c37]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: 2487-2500 - [c36]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: 202-216 - [c35]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: 15-26 - 2023
- [j32]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: 20337-20350 (2023) - [j31]Anirudh Muthuswamy, M. Ali Akber Dewan, Mahbub Murshed, Dharamjit Parmar:
Driver Distraction Classification Using Deep Convolutional Autoencoder and Ensemble Learning. IEEE Access 11: 71435-71448 (2023) - [j30]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: 109803-109818 (2023) - [j29]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: 140609-140625 (2023) - [j28]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): 68 (2023) - [j27]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): 569 (2023) - [j26]Pramit Dutta, Khaleda Akhter 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): 140 (2023) - [c34]Md Rayhan Kabir, M. Ali Akber Dewan, Fuhua Oscar Lin:
Lightweight Model for Emotion Detection from Facial Expression in Online Learning. CCECE 2023: 174-179 - [c33]Dharamjit Parmar, M. Ali Akber Dewan, Dunwei Wen:
Automatic Analysis of Online Course Discussion Forum: A Short Review. CCECE 2023: 210-215 - [c32]Wesley Sauder, M. Ali Akber Dewan, Vivekanandan Suresh Kumar:
Generative Conditional Facial Reenactment Method using a Human Expression Palette. CCECE 2023: 222-228 - [c31]Gaganpreet Jhajj, M. Ali Akber Dewan, Fuhua Oscar Lin:
Unveiling Uncertainty: Supporting Learners Through NLP-Driven Confusion Identification. DASC/PiCom/CBDCom/CyberSciTech 2023: 137-142 - [c30]Arta Farahmand, M. Ali Akber Dewan, Fuhua Oscar Lin, Wu-Yuin Hwang:
Improving Students' Self-awareness by Analyzing Course Discussion Forum Data. HCI (34) 2023: 3-14 - 2022
- [j25]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): 16900-16915 (2022) - [j24]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: 100077 (2022) - [j23]Christopher Lee Stewart, M. Ali Akber Dewan:
A Systemic Mapping Study of Business Intelligence Maturity Models for Higher Education Institutions. Comput. 11(11): 153 (2022) - [j22]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): 229 (2022) - [j21]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): 6605-6623 (2022) - [j20]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): 1151-1163 (2022) - [c29]Dakota Soares, M. Ali Akber Dewan, Fuhua Oscar Lin:
A Hoeffding Decision Tree Based Approach for Soil Classification. Canadian AI 2022 - 2021
- [j19]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: 28540-28557 (2021) - [j18]Supriya Sarker, Md. Mokammel Haque, M. Ali Akber Dewan:
Driving Maneuver Classification Using Domain Specific Knowledge and Transfer Learning. IEEE Access 9: 86590-86606 (2021) - [j17]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: 100319-100338 (2021) - [j16]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): 95 (2021) - [c28]John Mui, Fuhua Oscar Lin, M. Ali Akber Dewan:
Multi-armed Bandit Algorithms for Adaptive Learning: A Survey. AIED (2) 2021: 273-278 - [c27]David Boulanger, M. Ali Akber Dewan, Vivekanandan Suresh Kumar, Fuhua Oscar Lin:
Lightweight and Interpretable Detection of Affective Engagement for Online Learners. DASC/PiCom/CBDCom/CyberSciTech 2021: 176-184 - [c26]Arta Farahmand, M. Ali Akber Dewan, Fuhua Oscar Lin:
Constructing Intelligent Learning Dashboard for Online Learners. DASC/PiCom/CBDCom/CyberSciTech 2021: 849-857 - 2020
- [j15]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: 148052-148065 (2020) - [j14]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): 57 (2020) - [c25]Philip Kirkbride, M. Ali Akber Dewan, Fuhua Oscar Lin:
Game-Like Captchas for Intrusion Detection. DASC/PiCom/CBDCom/CyberSciTech 2020: 312-315 - [c24]Arta Farahmand, M. Ali Akber Dewan, Fuhua Oscar Lin:
Student-Facing Educational Dashboard Design for Online Learners. DASC/PiCom/CBDCom/CyberSciTech 2020: 345-349 - [c23]Kalpesh Lad, M. Ali Akber Dewan, Fuhua Oscar Lin:
Trust Management for Multi-Agent Systems Using Smart Contracts. DASC/PiCom/CBDCom/CyberSciTech 2020: 414-419 - [c22]M. Ali Akber Dewan, Walter Moreno Pachon, Fuhua Oscar Lin:
A Review on Visualization of Educational Data in Online Learning. ICWL/SETE 2020: 15-24
2010 – 2019
- 2019
- [j13]M. Ali Akber Dewan, Mahbub Murshed, Fuhua Oscar Lin:
Engagement detection in online learning: a review. Smart Learn. Environ. 6(1): 1 (2019) - [c21]Fuhua Oscar Lin, M. Ali Akber Dewan, Volodymyr Voytenko:
Open Interactive Algorithm Visualization. CCECE 2019: 1-4 - [c20]Ming Wu, M. Ali Akber Dewan, Fuhua Oscar Lin, Mahbub Murshed:
Visualization of Course Discussion Forums: A Short Review from Online Learning Perspective. CCECE 2019: 1-4 - [c19]Mahbub Murshed, M. Ali Akber Dewan, Fuhua Oscar Lin, Dunwei Wen:
Engagement Detection in e-Learning Environments using Convolutional Neural Networks. DASC/PiCom/DataCom/CyberSciTech 2019: 80-86 - 2018
- [j12]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): 9 (2018) - [c18]Joel Burrows, Vivekanandan Kumar, Kinshuk, M. Ali Akber Dewan:
Assessing a Music Student's Progress. ICALT 2018: 202-206 - [c17]Fuhua Oscar Lin, M. Ali Akber Dewan, Matthew Nguyen:
Optimizing Rescheduling Intervals Through Using Multi-Armed Bandit Algorithms. iThings/GreenCom/CPSCom/SmartData 2018: 746-753 - [c16]Md. Muntasir Shahriar, Mohammad Shamsul Arefin, M. Ali Akber Dewan:
Developing a Technique for Overcoming the Searching Limitations of Documents. IJCCI 2018: 705-719 - [c15]Mohammad Mekayel Anik, Mohammad Shamsul Arefin, M. Ali Akber Dewan:
An Intelligent Technique for Stock Market Prediction. IJCCI 2018: 721-733 - [c14]M. Ali Akber Dewan, Fuhua Oscar 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: 1895-1902 - [c13]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: 1917-1922 - [c12]Katarzyna Romanowska, Gurpreet Singh, M. Ali Akber Dewan, Fuhua Oscar Lin:
Towards Developing an Effective Algorithm Visualization Tool for Online Learning. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 2011-2016 - 2017
- [c11]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: 198-213 - [c10]Anton Vassiliev, Fuhua Oscar Lin, M. Ali Akber Dewan:
Combinatorial Auction Based Mechanism Design for Course Offering Determination. HCI (16) 2017: 376-392 - [i1]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 abs/1704.05860 (2017) - 2016
- [j11]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: 129-151 (2016) - [c9]M. Ali Akber Dewan, Dan Qiao, Fuhua Oscar Lin, Dunwei Wen, Kinshuk:
An Approach to Improving Single Sample Face Recognition Using High Confident Tracking Trajectories. Canadian AI 2016: 115-121 - 2015
- [c8]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: 196-202 - [c7]M. Ali Akber Dewan, Fuhua Oscar Lin, Dunwei Wen, Kinshuk:
Predicting Dropout-Prone Students in E-Learning Education System. UIC/ATC/ScalCom 2015: 1735-1740 - 2014
- [j10]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): 716-728 (2014) - 2013
- [c6]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: 1-7 - 2012
- [j9]M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae:
A flexible edge matching technique for object detection in dynamic environment. Appl. Intell. 36(3): 638-648 (2012) - [j8]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): 389-399 (2012) - 2011
- [j7]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): 1637-1647 (2011)
2000 – 2009
- 2009
- [j6]M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae:
Background Independent Moving Object Segmentation for Video Surveillance. IEICE Trans. Commun. 92-B(2): 585-598 (2009) - 2008
- [j5]M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae:
An Adaptive Motion Segmentation for Automated Video Surveillance. EURASIP J. Adv. Signal Process. 2008 (2008) - [j4]M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae:
Edge Segment-Based Automatic Video Surveillance. EURASIP J. Adv. Signal Process. 2008 (2008) - [j3]M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae:
Maximizing the Effective Lifetime of Mobile Ad Hoc Networks. IEICE Trans. Commun. 91-B(9): 2818-2827 (2008) - [c5]M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae:
Moving Object Detection and Classification Using Neural Network. KES-AMSTA 2008: 152-161 - 2007
- [j2]M. Julius Hossain, M. Ali Akber Dewan, Oksam Chae:
Moving Object Detection for Real Time Video Surveillance: An Edge Based Approach. IEICE Trans. Commun. 90-B(12): 3654-3664 (2007) - [j1]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): 593-600 (2007) - [c4]M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae:
Background Independent Moving Object Segmentation Using Edge Similarity Measure. ICIAR 2007: 318-329 - [c3]M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae:
Reference Independent Moving Object Detection: An Edge Segment Based Approach. KES (1) 2007: 501-509 - [c2]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: 526-533 - [c1]M. Ali Akber Dewan, M. Julius Hossain, Oksam Chae:
A Block Based Moving Object Detection Utilizing the Distribution of Noise. KES-AMSTA 2007: 645-654
Coauthor Index
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