2024
ECGInsight: A Web Application-Based Approach to Myocardial Infarction Detection From ECG Image Reports Utilizing ResNet Proceedings Article
In: 23rd IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE, USA, 2024.
Using Transformers for Emotion Recognition in Bangla Text: A Comparative Study of MultiBERT and BanglaBERT with Data Augmentation Proceedings Article
In: 23rd IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE, USA, 2024.
TinyLLM Efficacy in Low-Resource Language Proceedings Article
In: 27th International Conference on Pattern Recognition, ICPR IEEE, KolKata, India, 2024.
How Good are LM and LLMs in Bangla Newspaper Article Summarization? Proceedings Article
In: 27th International Conference on Pattern Recognition, ICPR IEEE, KolKata, India, 2024.
MIXAD: Memory-Induced Explainable Time Series Anomaly Detection Proceedings Article
In: 27th International Conference on Pattern Recognition, ICPR IEEE, KolKata, India, 2024.
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer Learning Proceedings Article
In: 27th International Conference on Pattern Recognition, ICPR IEEE, KolKata, India, 2024.
Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection Proceedings Article
In: 27th International Conference on Pattern Recognition, ICPR IEEE, KolKata, India, 2024.
RACares: a conceptual design to guide mHealth relational agent development based on a systematic review Journal Article
In: Mhealth, vol. 10, 2024.
Recognizing Medicine Names from Bangladeshi Handwritten Prescription Images Using TrOCR Proceedings Article
In: 2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024), pp. 1-5, IEEE 2024.
Comparative Analysis of Machine Learning Models for Diabetes Prediction: A Cross-Dataset Study of Bangladeshi and Pima Indian Populations Proceedings Article
In: 2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024), pp. 1-5, IEEE 2024.
Segment Anything Model 2 (SAM 2) for Accurate Flood Detection in Remote Sensing Imagery Proceedings Article
In: 2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024), pp. 1-5, IEEE 2024.
Development and Performance Evaluation of a Bengali-Adapted mHealth App for Early Detection of Impaired Visual Acuity Journal Article
In: Heliyon, 2024.
Predictive Modeling of Infant Birth Weight with Kolmogorov-Arnold Networks Proceedings Article
In: Proceedings of the IEEE 27th International Conference on Computer and Information Technology (ICCIT), 2024.
Zero-Shot Inference with TimeGPT for Air Quality Prediction of Dhaka in Bangladesh Proceedings Article
In: Proceedings of the IEEE 27th International Conference on Computer and Information Technology (ICCIT), 2024.
FabricSpotDefect: An Annotated Dataset for Identifying Spot Defects in Different Fabric Journal Article
In: Data in Brief, Elsevier, 2024.
A Benchmark Dataset for Back-Transliteration of Romanized Bangla Conference
Findings of the Association for Computational Linguistics: EMNLP, Florida, USA, 2024.
Capturing the spatiotemporal inequality in electricity consumption at the subnational level of Bangladesh using nighttime lights Journal Article
In: Journal of the Asia Pacific Economy, pp. 1–30, 2024.
Improving the Performance of Transformer-based Models Over Classical Baselines in Multiple Transliterated Languages Proceedings Article
In: European Conference on Artificial Intelligence, ECAI IOS Press, Santiago de Compostela, 2024.
Lightweight Recurrent Neural Network for Image Super-resolution Proceedings Article
In: IEEE Int'l Conf on Image Processing, IEEE IEEE, Abu Dhabi, 2024.
An effective theory of anomalous charge diffusion from holography Journal Article
In: Nuclear Physics B, vol. 1005, 2024.
Render Lighting Dataset: A Collection of Rendered Images with Varied Lighting Conditions using Blender Render Engines Journal Article
In: Data in Brief, 2024, vol. 54, 2024.
Dataset of computer science course queries from students: Categorized and scored according to Bloom’s taxonomy Journal Article
In: Data in Brief, 2024, 2024.
Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model Proceedings Article
In: 2024 International Joint Conference on Neural Networks (IJCNN), pp. 1-7, IEEE 2024.
Smartwatch-Based Human Stress Diagnosis Utilizing Physiological Signals and LSTM-Driven Machine Intelligence Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, 2024.
Design and Evaluation of a Smartwatch-Based Physiological Signal-Driven Workplace Stress Management mHealth Tool for Bangladeshi Healthcare Professionals Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, 2024.
Preliminary Design Validation of a mHealth Tool for Gestational Diabetes Mellitus Management and Education in Bangladeshi Women Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, 2024.
Cyberattacks Classification on Internet of Medical Things Using Information Gain Feature Selection and Machine Learning Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, IEEE IEEE, Dubai, 2024.
Development and Evaluation of ShasthoBondhu: mHealth App for Guiding Emergency Remote Healthcare with Wearable IoT and AI Fusion Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, IEEE IEEE, Dubai, 2024.
Physiological Signal Data-Driven Workplace Stress Detection Among Healthcare Professionals Using BiLSTM-AM and Ensemble Stacking Models Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, IEEE IEEE, Dubai, 2024.
Ensemble and Deep Learning Approaches for Automated Screening of Anxiety, Depression, and Burnout in Medical Student Populations Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, IEEE IEEE, Dubai, 2024.
Performance Evaluation of Machine Learning and Deep Learning Models for Predicting Type-2 Diabetes on Balanced and Imbalanced Data Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, IEEE IEEE, Dubai, 2024.
Design and Evaluation of the PustiPothika mHealth App: A Machine Learning-Enabled Solution for Daily Nutritional Monitoring and Recommendations in Bangladesh Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, IEEE IEEE, Dubai, 2024.
Mycological Examination of Microscopic Fungi Images with Deep Learning and Gradient Weighted Class Activation Mapping Visualization Proceedings Article
In: IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, IEEE IEEE, Dubai, 2024.
GorbhoKotha: a mHealth App for Maternal Support in Bangladesh Utilizing User-Centered Design Principles Proceedings Article
In: 6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Turkey, 2024.
User-Centered Design and Validation of mHealth App for Providing Vital Assistance and Emergency Healthcare Support in Bangladesh Proceedings Article
In: 6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Turkey, 2024.
Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion Proceedings Article
In: IEEE 12th International Black Sea Conference on Communications and Networking, Georgia, 2024.
Securing Bluetooth Technology Against The BrakTooth Vulnerabilities Through Hybrid Machine Learning Model Proceedings Article
In: 3rd International Conference on Computational Modelling, Simulation and Optimization, THAILAND, 2024.
ProbinShasthoBondhu: A User-Centered mHealth App for Enhancing Elderly Health Management in Bangladesh Proceedings Article
In: 26th International Conference on Human-Computer Interaction, USA, 2024.
A Conceptual Design Framework of GorbhoShongi App for Mental Well-being Among Bangladeshi Pregnant and Postpartum Women Proceedings Article
In: 26th International Conference on Human-Computer Interaction, USA, 2024.
MatrikalinDiabetes: User-Centered Design of a mHealth App for Gestational Diabetes Mellitus Management and Education Among Bangladeshi Women Proceedings Article
In: International Conference on Human-Computer Interaction, USA, 2024.
Performance Comparison of LSTM-based Machine Intelligence for Stress Diagnosis in Humans Using Two and Four Physiological Signals Facilitated by Smartwatches Proceedings Article
In: International Conference on Advanced Communication and Intelligent Systems (ICACIS), 2024.
Usability and User Experience Evaluation of a Travel Planning App Developed in Bangla Utilizing User-Centered Design Principle Proceedings Article
In: 2024 International Conference on Advanced Computing and Systems (AdcomSYS), 2024.
Recent Advancements of Computer Vision in Healthcare: A Systematic Review Journal Article
In: IEIE Transactions on Smart Processing and Computing, 2024, 2024.
Conceptual Design and Evaluation Plan of a Mobile Relational Agent for Dengue Management in Bangladesh Proceedings Article
In: International Conference on Design Science Research in Information Systems and Technology (DESRIST), Sweden, 2024.
Assessing Early Stage Design of a mHealth App for Gestational Diabetes Mellitus Management in Bangladeshi Women Proceedings Article
In: Diabetes Research and Clinical Practice (DRCP), 2024, 2024.
Relational Agents for Type-2 Diabetes Management Proceedings Article
In: Diabetes Research and Clinical Practice (DRCP), 2024, 2024.
A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier Proceedings Article
In: Diabetes Research and Clinical Practice (DRCP), 2024.
Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus Proceedings Article
In: Diabetes Research and Clinical Practice (DRCP), 2024, 2024.
Low-cost orthogonal basis-core extraction for classification and reconstruction using tensor ring overlay panel Journal Article
In: Pattern Recognition, 2024.
2023
HateXplain Space Model: Fusing Robustness with Explainability in Hate Speech Analysis Proceedings Article
In: Workshop on Efficient Natural Language and Speech Processing (ENLSP-III): Towards the Future of Large Language Models and their Emerging Descendants, NeurIPS, Online, 2023.