Publications

@inproceedings{nokey,

title = {ECGInsight: A Web Application-Based Approach to Myocardial Infarction Detection From ECG Image Reports Utilizing ResNet},

author = {J.H. Setu and S.T. Pasha and N. Halder and S. Sikder and A. Islam and M.Z. Alam},

year  = {2024},

date = {2024-12-18},

urldate = {2024-12-01},

booktitle = {23rd IEEE International Conference on Machine Learning and Applications (ICMLA)},

publisher = {IEEE},

address = {USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Using Transformers for Emotion Recognition in Bangla Text: A Comparative Study of MultiBERT and BanglaBERT with Data Augmentation},

author = {N. Halder and T.P. Proma and J.H. Setu and A. Noor and A. Islam and M.A. Amin},

year  = {2024},

date = {2024-12-18},

booktitle = {23rd IEEE International Conference on Machine Learning and Applications (ICMLA)},

publisher = {IEEE},

address = {USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {TinyLLM Efficacy in Low-Resource Language},

author = {Farhan Noor Dehan and Md Fahim and AKM Mahabubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2024},

date = {2024-12-01},

urldate = {2024-12-01},

booktitle = {27th International Conference on Pattern Recognition},

publisher = {IEEE},

address = {KolKata, India},

organization = {ICPR},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {How Good are LM and LLMs in Bangla Newspaper Article Summarization?},

author = {Faria Sultana and Md Tahmid Hasan Fuad and Md Fahim and Rahat Rizvi Rahman and Meheraj Hossain and M Ashraful Amin and AKM Mahabubur Rahman and Amin Ahsan Ali},

year  = {2024},

date = {2024-12-01},

urldate = {2024-12-01},

booktitle = {27th International Conference on Pattern Recognition},

publisher = {IEEE},

address = {KolKata, India},

organization = {ICPR},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {MIXAD: Memory-Induced Explainable Time Series Anomaly Detection},

author = {Minha Kim and Kishor Bhaumik and Amin Ahsan Ali and Simon Woo},

year  = {2024},

date = {2024-12-01},

booktitle = {27th International Conference on Pattern Recognition},

publisher = {IEEE},

address = {KolKata, India},

organization = {ICPR},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer Learning},

author = {Kishor Bhaumik and Minha Kimb and Fahim Faisal Niloy and Amin Ahsan Ali and Simon Woo},

year  = {2024},

date = {2024-12-01},

urldate = {2024-12-01},

booktitle = {27th International Conference on Pattern Recognition},

publisher = {IEEE},

address = {KolKata, India},

organization = {ICPR},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection},

author = {Jahanggir Hossain Setu and Md Shazzad Hossain and Nabarun Halder and Ashraful Islam and M Ashraful Amin},

year  = {2024},

date = {2024-12-01},

booktitle = {27th International Conference on Pattern Recognition},

publisher = {IEEE},

address = {KolKata, India},

organization = {ICPR},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Recognizing Medicine Names from Bangladeshi Handwritten Prescription Images Using TrOCR},

author = {Zaman, Mohammad Faiyaz Uz and Rahman, Bushra and Rubyat, Afsana and Halder, Nabarun and Mahmud, Asif and Islam, Ashraful and Amin, M. Ashraful},

year  = {2024},

date = {2024-12-01},

booktitle = {2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024)},

pages = {1-5},

organization = {IEEE },

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Comparative Analysis of Machine Learning Models for Diabetes Prediction: A Cross-Dataset Study of Bangladeshi and Pima Indian Populations},

author = {Islam, Mahmudul and Pasha, Syed Tangim and Setu, Jahanggir Hossain and Halder, Nabarun and Islam, Ashraful and Amin, M. Ashraful},

year  = {2024},

date = {2024-12-01},

booktitle = {2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024)},

pages = {1-5},

organization = {IEEE },

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Segment Anything Model 2 (SAM 2) for Accurate Flood Detection in Remote Sensing Imagery},

author = {Sultana, Nusrat and Islam, Anika and Tabassum, Yousra and Setu, Jahanggir Hossain and Mahmud, Asif and Islam, Ashraful and Amin, M. Ashraful},

year  = {2024},

date = {2024-12-01},

booktitle = {2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024)},

pages = {1-5},

organization = {IEEE },

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Improving the Performance of Transformer-based Models Over Classical Baselines in Multiple Transliterated Languages},

author = {Fahim Ahmed and Md Fahim and AKM Mahabubur Rahman and M Ashraful Amin and Amin Ahsan Ali},

year  = {2024},

date = {2024-10-09},

urldate = {2024-10-09},

booktitle = {European Conference on Artificial Intelligence},

publisher = {IOS Press},

address = {Santiago de Compostela},

organization = {ECAI},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Lightweight Recurrent Neural Network for Image Super-resolution},

author = { Mir Sazzat Hossain and AKM Mahbubur Rahman and Md. Ashraful Amin and Amin Ahsan Ali},

year  = {2024},

date = {2024-10-01},

booktitle = {IEEE Int'l Conf on Image Processing},

publisher = {IEEE},

address = {Abu Dhabi},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model},

author = {Setu, Jahanggir Hossain and Halder, Nabarun and Sikder, Sankar and Islam, Ashraful and Alam, Md Zahangir},

year  = {2024},

date = {2024-06-01},

urldate = {2024-06-01},

booktitle = {2024 International Joint Conference on Neural Networks (IJCNN)},

pages = {1-7},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Smartwatch-Based Human Stress Diagnosis Utilizing Physiological Signals and LSTM-Driven Machine Intelligence},

author = { Nabarun Halder and Jahanggir Hossain Setu and Ashraful Islam and M Ashraful Amin},

year  = {2024},

date = {2024-05-01},

urldate = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

journal = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

address = {Dubai},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Design and Evaluation of a Smartwatch-Based Physiological Signal-Driven Workplace Stress Management mHealth Tool for Bangladeshi Healthcare Professionals},

author = { Mahmudul Islam and Sami Rashid and Lishan Rafid and Tasnuba Badrul and Ashaful Islam and Beenish M Chaudhry},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

address = {Dubai},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Preliminary Design Validation of a mHealth Tool for Gestational Diabetes Mellitus Management and Education in Bangladeshi Women},

author = {Tunisha Yanoor Bristy and Mohammad Arshad Hossain Ratul and Noorjahan Sayeed and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

address = {Dubai},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Cyberattacks Classification on Internet of Medical Things Using Information Gain Feature Selection and Machine Learning},

author = {Mohammed Tahmid Hossain and Sabrina Masum Meem and Jahanggir Hossain Setu and Nabarun Halder and Ashraful

Islam and Md Zahangir Alam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Development and Evaluation of ShasthoBondhu: mHealth App for Guiding Emergency Remote Healthcare with Wearable IoT and AI Fusion},

author = {Farhan Khan and Tanima Ahamed Tulon and Noor Masrur and Md. Jihanul Hasan and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Physiological Signal Data-Driven Workplace Stress Detection Among Healthcare Professionals Using BiLSTM-AM and Ensemble Stacking Models},

author = {Syed Tangim Pasha and Nabarun Halder and Jahanggir Hossain Setu and Ashraful Islam and Md Zahangir Hossain},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Ensemble and Deep Learning Approaches for Automated Screening of Anxiety, Depression, and Burnout in Medical Student Populations},

author = {Sami Rashid and Tasnuba Badrul and Lishan Rafid and Jahanggir Hossain Setu and Nabarun Halder and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Performance Evaluation of Machine Learning and Deep Learning Models for Predicting Type-2 Diabetes on Balanced and Imbalanced Data},

author = {Nayema Khatun and Nabarun Halder and Ashraful Islam and Md Zahangir Alam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Design and Evaluation of the PustiPothika mHealth App: A Machine Learning-Enabled Solution for Daily Nutritional Monitoring and Recommendations in Bangladesh},

author = {Nabarun Halder and Yousra Tabassum and Anika Islam and Nusrat Sultana and J. M. Sadik-Ul Islam Smaron and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Mycological Examination of Microscopic Fungi Images with Deep Learning and Gradient Weighted Class Activation Mapping Visualization},

author = {Md. Safirur Rashid and Md. Samin Morshed and Muhammad Usama Islam and Sami Rashid and Asif Mahmud and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 2024 International Advances in Science & Engineering

Technology (ASET) Multi-Conferences},

publisher = {IEEE},

address = {Dubai},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {GorbhoKotha: a mHealth App for Maternal Support in Bangladesh Utilizing User-Centered Design Principles},

author = {Sarah Binte Mahbub and Nafis Islam and Mehedi Hasan Surem and Ayatullah Arefin and Md Rashid Shabab and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications},

address = {Turkey},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {User-Centered Design and Validation of mHealth App for Providing Vital Assistance and Emergency Healthcare Support in Bangladesh},

author = {Abu Musa Sakib and Sanzar Adnan Alam and Ashraful Islam},

year  = {2024},

date = {2024-05-01},

booktitle = {6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications},

address = {Turkey},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion},

author = {Noor Masrur and Nabarun Halder and Sami Rashid and Ashraful Islam and Tarem Ahmed},

year  = {2024},

date = {2024-05-01},

booktitle = {IEEE 12th International Black Sea Conference on Communications and Networking},

address = {Georgia},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Securing Bluetooth Technology Against The BrakTooth Vulnerabilities Through Hybrid Machine Learning Model},

author = {Jahanggir Hossain Setu and Md Sazzad Hossain and Nabarun Halder and Ashraful Islam and M Ashraful Amin},

year  = {2024},

date = {2024-05-01},

booktitle = {3rd International Conference on Computational Modelling, Simulation and Optimization},

address = {THAILAND},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {ProbinShasthoBondhu: A User-Centered mHealth App for Enhancing Elderly Health Management in Bangladesh},

author = {Sumyia Afnan Mukta and Mahfuja Khanam and Kalpika Paul and Azrin Ahmed and Ashraful Islam and Asif Mahmood},

year  = {2024},

date = {2024-04-01},

booktitle = {26th International Conference on Human-Computer Interaction},

address = {USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {A Conceptual Design Framework of GorbhoShongi App for Mental Well-being Among Bangladeshi Pregnant and Postpartum Women},

author = {Istiaq Ahmed and Syed Niaz Mohtasim and Faiza Omar Arpita and Ashraful Islam and M. Ashraful Amin},

year  = {2024},

date = {2024-04-01},

booktitle = {26th International Conference on Human-Computer Interaction},

address = {USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {MatrikalinDiabetes: User-Centered Design of a mHealth App for Gestational Diabetes Mellitus Management and Education Among Bangladeshi Women},

author = {Mohammad Arshad Hossain Ratul and Tunisha Yanoor Bristy and Noorjahan Sayeed and Ashraful Islam and Beenish Moalla Chaudhry},

year  = {2024},

date = {2024-04-01},

booktitle = {International Conference on Human-Computer Interaction},

address = {USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Performance Comparison of LSTM-based Machine Intelligence for Stress Diagnosis in Humans Using Two and Four Physiological Signals Facilitated by Smartwatches},

author = {N. Halder and J. H. Setu and A. Islam and S. Alam and M. Z. Alam},

year  = {2024},

date = {2024-03-01},

booktitle = {International Conference on Advanced Communication and Intelligent Systems (ICACIS)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Usability and User Experience Evaluation of a Travel Planning App Developed in Bangla Utilizing User-Centered Design Principle},

author = {Tasnuba Badrul and Faria Anjum and Md. Shahim Uddin Saba and Tayaba Sultana Hossain and Ashraful Islam},

year  = {2024},

date = {2024-03-01},

booktitle = {2024 International Conference on Advanced Computing and Systems (AdcomSYS)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Conceptual Design and Evaluation Plan of a Mobile Relational Agent for Dengue Management in Bangladesh},

author = {M. A. B. Khaled and S. Yasmin and A. S. M. F. A. Haque and A. Islam and E. Ahmed and B. M. Chaudhry},

year  = {2024},

date = {2024-01-01},

booktitle = {International Conference on Design Science Research in Information Systems and Technology (DESRIST)},

address = {Sweden},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Assessing Early Stage Design of a mHealth App for Gestational Diabetes Mellitus Management in Bangladeshi Women},

author = {A. Islam and E. Ahmed and M. Zaman and F.H. Rangon and M.A. Amin and R. Islam},

year  = {2024},

date = {2024-01-01},

booktitle = {Diabetes Research and Clinical Practice (DRCP), 2024},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Relational Agents for Type-2 Diabetes Management},

author = { A. Islam and B.M. Chaudhry and A.M. Islam},

year  = {2024},

date = {2024-01-01},

booktitle = {Diabetes Research and Clinical Practice (DRCP), 2024},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {A Federated Learning Approach for Type-2 Diabetes Detection Using a Naive Bayes Classifier},

author = { M.M. Rahman and A. Islam and S.T. Pasha and M.U. Islam and M.Z. Alam},

year  = {2024},

date = {2024-01-01},

booktitle = {Diabetes Research and Clinical Practice (DRCP)},

journal = {Diabetes Research and Clinical Practice (DRCP), 2024},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = { Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus},

author = { S.T. Pasha and A. Islam and S. Sikder and M.T. Habib and M.Z. Alam and M.A. Amin},

year  = {2024},

date = {2024-01-01},

booktitle = {Diabetes Research and Clinical Practice (DRCP), 2024},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokeyeb,

title = {HateXplain Space Model: Fusing Robustness with Explainability in Hate Speech Analysis},

author = {Md Fahim and Md Shihab Shahriar and Mohammad Ruhul Amin },

year  = {2023},

date = {2023-12-30},

urldate = {2023-12-30},

booktitle = {Workshop on Efficient Natural Language and Speech Processing (ENLSP-III):

Towards the Future of Large Language Models and their Emerging Descendants},

publisher = {NeurIPS},

address = {Online},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Contexual Bangla Neural Stemmer: Finding Contexualized Root-Word Representations for Bangla Words},

author = {M Fahim and A A Ali and MA Amin and AKMM Rahman},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

publisher = {Association of Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Investigation the Effectiveness of Graph-based Algorithm for Bangla Text Classification},

author = {F Dehan and M Fahim and A A Ali and MA Amin and AKMM Rahman},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

journal = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

publisher = {Association of Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction},

author = {N Oshin and S Hoque and M Fahim and A A Ali and MA Amin and AKMM Rahman},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {1st Workshop on Bangla Language Processing in conjunction with EMNLP},

publisher = {Association of Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}