Publications

@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{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},

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

year  = {2023},

date = {2023-10-06},

urldate = {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}

}

@inproceedings{nokey,

title = {Evaluating Performance of Machine and Deep Learning Techniques in Analyzing Multi-class Bangla Public Sentiment Using word2vec and doc2vec Embeddings},

author = {M.T. Hoque and S.T. Pasha and R. Khanam and A. Islam and M.Z. Alam and M.N.Huda},

year  = {2023},

date = {2023-08-01},

booktitle = {2023 11th International Conference on Informatics, Electronics & Vision (ICIEV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Initial Development and Performance Evaluation of a Bengali Voice-Operated Virtual Assistant for Personal Computer Control},

author = {R.M. Quiah and S. Akter and S. Ahmed and M.M. Rahman and S.A. Alam and A. Islam},

year  = {2023},

date = {2023-07-01},

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

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wasi2023kidney,

title = {Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning},

author = {Sefatul Wasi and Saadia Binte Alam and Rashedur Rahman and M Ashraful Amin and Syoji Kobashi},

year  = {2023},

date = {2023-05-24},

urldate = {2023-05-24},

booktitle = {2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)},

pages = {54–58},

publisher = {IEEE},

address = {Matsue, Japan},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ishmam2023automatic,

title = {Automatic Detection of Natural Disaster Effect on Paddy Field from Satellite Images Using Deep Learning Techniques},

author = {Tahmid Alavi Ishmam and Amin Ahsan Ali and Md Ahsraful Amin and AKM Mahbubur Rahman},

year  = {2023},

date = {2023-04-23},

urldate = {2023-04-23},

booktitle = {2023 8th International Conference on Control and Robotics Engineering (ICCRE)},

pages = {72–77},

publisher = {IEEE},

address = {Niigata, Japan},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sakib2023time,

title = {Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh},

author = {Sheikh Rahmatulla Sakib and Kamarun Nahar Sara and Md Tahmid Hossain Rasel and Md Masudul Islam Asif and Md Aynul Hasan Nahid and Md Saifur Rahman and MF Mridha and Ashraful Islam},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE World AI IoT Congress (AIIoT)},

pages = {0063–0069},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pasha2023genre,

title = {Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques},

author = {Syed Tangim Pasha and Ashraful Islam and Mohammed Masudur Rahman and Eshtiak Ahmed and Md Ferdouse Ahmed Foysal and Md Zahangir Alam},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE World AI IoT Congress (AIIoT)},

pages = {0236–0242},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siddique2023late,

title = {Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model},

author = {Abu Zobayer Bin Siddique and Shoibal Das and Poonam Tabassum and All Moon Tasir and Shovon Roy and Md Saifur Rahman and MF Mridha and Ashraful Islam},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 IEEE World AI IoT Congress (AIIoT)},

pages = {0105–0111},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{islam2023designing,

title = {Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines},

author = {Ashraful Islam and Beenish Moalla Chaudhry and Aminul Islam},

year  = {2023},

date = {2023-01-01},

booktitle = {28th IEEE Symposium on Computers and Communications (ISCC)-ICT4eHealth},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nayan2023smote,

title = {SMOTE Oversampling and near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization},

author = {Nasim Mahmud Nayan and Ashraful Islam and Muhammad Usama Islam and Eshtiak Ahmed and Mohammad Mobarak Hossain and Md Zahangir Alam},

year  = {2023},

date = {2023-01-01},

booktitle = {28th IEEE Symposium on Computers and Communications (ISCC)-ICT4eHealth},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

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

author = { M. Fahim and A. A. Ali and M. A. Amin and A. K. M. M. Rahman},

year  = {2023},

date = {2023-01-01},

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

pages = {94–103},

publisher = {Association for Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

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

author = { M. Fahim},

year  = {2023},

date = {2023-01-01},

booktitle = {Workshop on Bangla Language Processing (BLP-2023)},

publisher = {Association for Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

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

author = { M Fahim},

year  = {2023},

date = {2023-01-01},

booktitle = {Workshop on Bangla Language Processing (BLP-2023)},

publisher = {Association for Computational Linguistics},

address = {Singapore},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}