Publications

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

publisher = {IEEE},

address = {Abu Dhabi},

organization = {ICPR},

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 = {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},

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}

}

@inproceedings{nokeye,

title = {An Integrated System for Stroke Rehabilitation Exercise Assessment using KINECT v2 and Machine Learning},

author = {M. Islam and M. Sultana and E. Ahmed and A. Islam and A. K. M. M. Rahman and A. A. Ali and M. A. Amin},

year  = {2023},

date = {2023-12-15},

urldate = {2023-12-15},

booktitle = {15th International Conference on Intelligent Human-Computer Interaction (IHCI 2023)},

address = {South Korea},

note = {Md Fahim, Md Shihab Shahriar, Mohammad Ruhul Amin},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokeyg,

title = {Students' Attention Classification During Class Lecture Using BCI and Machine Learning: A Pathway Towards Neurofeedback-Based Learning},

author = {F. Ishtiaque and E. B. Motahar and M. S. R. Sajal and M. A. Amin and F. Sarker and K. A. Mamun},

year  = {2023},

date = {2023-12-10},

booktitle = {IEEE 15th International Conference on Software, Knowledge, Information

Management and Applications (SKIMA)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {EDAL: Entropy based Dynamic Attention Loss for HateSpeech Classification},

author = {Md Fahim and Amin Ahsan Ali and Md Ashraful Amin and AKM Mahbubur Rahman},

year  = {2023},

date = {2023-12-04},

urldate = {2023-12-04},

booktitle = {The 37th Pacific Asia Conference on Language, Information and Computation (PACLIC 37)},

address = {Hong Kong},

abstract = {Entropy-based Dynamic Attention Loss" (EDAL) to enhance model interpretability by incorporating an additional attention layer. EDAL encourages attention scores that provide valuable insights and boosts the performance of pretrained models during fine-tuning for downstream tasks. We conduct extensive experiments on six diverse datasets, confirming that EDAL effectively enhances classification performance while maintaining interpretability. Additionally, experiments with various pretrained models demonstrate EDAL's significant performance improvements during fine-tuning. In summary, EDAL holds promise for creating more transparent and reliable hate speech classifiers, contributing to a safer online environment.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{blp2023-task-Fahim,

title = {Aambela at BLP-2023 Task 1: Focus on [UNK] tokens: Analyzing Violence Inciting Bengali Text with Adding Dataset Specific New Word Tokens},

author = {Md Fahim},

year  = {2023},

date = {2023-12-01},

booktitle = {Proceedings of the 1st International Workshop on Bangla Language Processing (BLP-2023)},

publisher = {Association for' Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{blp2023-task-Fahimb,

title = {Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation},

author = {Md Fahim},

year  = {2023},

date = {2023-12-01},

booktitle = {Proceedings of the 1st International Workshop on Bangla Language Processing (BLP-2023)},

publisher = {Association for Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Early Stage Design of a mHealth Intervention for Managing Gestational Diabetes Mellitus in Bangladeshi Women},

author = { A. Islam and E. Ahmed and M.R. Islam},

year  = {2023},

date = {2023-12-01},

booktitle = {25th International Conference on Human Computer Interaction (HCI International)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {A Framework for Lung Cancer Detection at Early Stages with IoT and Decision Support System},

author = { A.I. Chowdhury and S. Jahan and T.M. Mahee and M.I. Khan and M.T. Habib and A. Islam},

year  = {2023},

date = {2023-11-01},

booktitle = {2023 IEEE International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {A Comparative Overview of Local Mobile Financial Services Smartphone Apps Available in Bangladesh},

author = {JM Sadik-Ul Islam Smaron and Yousra Tabassum and MM Simoon and Zara Rahman and Lishan Rafid and Ashraful Islam},

doi = {https://doi.org/10.1109/ITMS59786.2023.10317677},

isbn = {979-8-3503-7029-4},

year  = {2023},

date = {2023-10-06},

booktitle = {2023 IEEE 64th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)},

publisher = {IEEE},

address = {Riga, Latvia},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}