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.
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: 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.
Contexual Bangla Neural Stemmer: Finding Contexualized Root-Word Representations for Bangla Words Proceedings Article
In: 1st Workshop on Bangla Language Processing in conjunction with EMNLP, Association of Computational Linguistics, Singapore, 2023.
Investigation the Effectiveness of Graph-based Algorithm for Bangla Text Classification Proceedings Article
In: 1st Workshop on Bangla Language Processing in conjunction with EMNLP, Association of Computational Linguistics, Singapore, 2023.
BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction Proceedings Article
In: 1st Workshop on Bangla Language Processing in conjunction with EMNLP, Association of Computational Linguistics, Singapore, 2023.
An Integrated System for Stroke Rehabilitation Exercise Assessment using KINECT v2 and Machine Learning Proceedings Article
In: 15th International Conference on Intelligent Human-Computer Interaction (IHCI 2023), South Korea, 2023, (Md Fahim, Md Shihab Shahriar, Mohammad Ruhul Amin).
Students' Attention Classification During Class Lecture Using BCI and Machine Learning: A Pathway Towards Neurofeedback-Based Learning Proceedings Article
In: IEEE 15th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2023.
EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification Proceedings Article
In: The 37th Pacific Asia Conference on Language, Information and Computation (PACLIC 37), Hong Kong, 2023.