A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem. - Khan Md. Hasib; Md. Sadiq Iqbal; Faisal Muhammad Shah; Jubayer Al Mahmud; Mahmudul Hasan Popel; Md. Imran Hossain Showrov; Shakil Ahmed; Obaidur Rahman (CoRR, 2020)

A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer. - Pronab Ghosh; Sami Azam; Khan Md. Hasib; Asif Karim; Mirjam Jonkman; Adnan Anwar (IJCNN, 2021)

Active Learning with an Adaptive Classifier for Inaccessible Big Data Analysis. - Sadia Jahan; Md. Rafiqul Islam 001; Khan Md. Hasib; Usman Naseem; Md. Saiful Islam 003 (IJCNN, 2021)

A Comparative Study of AHP and Fuzzy AHP Method for Inconsistent Data. - Md. Ashek-Al-Aziz; Sagar Mahmud; Md. Azizul Islam; Jubayer Al Mahmud; Khan Md. Hasib (CoRR, 2021)

DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning. - S. M. Zobaed; Md Fazle Rabby; Md Istiaq Hossain; Ekram Hossain; Sazib Hasan; Asif Karim; Khan Md. Hasib (CoRR, 2021)

Efficient Prediction of Water Quality Index (WQI) Using Machine Learning Algorithms. - Md. Mehedi Hassan; Md. Mahedi Hassan; Laboni Akter; Md. Mushfiqur Rahman; Sadika Zaman; Khan Md. Hasib; Nusrat Jahan; Raisun Nasa Smrity; Jerin Farhana; M. Raihan; Swarnali Mollick (Hum. Centric Intell. Syst., 2021)

HSDLM: A Hybrid Sampling With Deep Learning Method for Imbalanced Data Classification. - Khan Md. Hasib; Nurul Akter Towhid; Md. Rafiqul Islam 001 (Int. J. Cloud Appl. Comput., 2021)

COVID-19 Prediction based on Infected Cases and Deaths of Bangladesh using Deep Transfer Learning. - Khan Md. Hasib; Shadman Sakib; Jubayer Al Mahmud; Kamruzzaman Mithu; Md. Saifur Rahman; Mohammad Shafiul Alam (AIIoT, 2022)

A Machine Learning and Explainable AI Approach for Predicting Secondary School Student Performance. - Khan Md. Hasib; Farhana Rahman; Rashik Hasnat; Md. Golam Rabiul Alam (CCWC, 2022)

Dementia Prediction Using Machine Learning. - Sara Dhakal; Sami Azam; Khan Md. Hasib; Asif Karim; Mirjam Jonkman; A. S. M. Farhan Al Haque (CENTERIS/ProjMAN/HCist, 2022)

BMNet-5: A Novel Approach of Neural Network to Classify the Genre of Bengali Music Based on Audio Features. - Khan Md. Hasib; Anika Tanzim; Jungpil Shin 001; Kazi Omar Faruk; Jubayer Al Mahmud; Muhammad Firoz Mridha (IEEE Access, 2022)

3D Gesture Recognition and Adaptation for Human-Robot Interaction. - Jubayer Al Mahmud; Bandhan Chandra Das; Jungpil Shin 001; Khan Md. Hasib; Rifat Sadik; Muhammad Firoz Mridha (IEEE Access, 2022)

Bangladesh Road Accident Dataset. - Khan Md. Hasib; Md. Imran Hasan Showrov (IEEE DataPort, 2022)

Bangladesh Airlines Sentiment Review Dataset. - Khan Md. Hasib; Nurul Akter Towhid; Md. Golam Rabiul Alam (IEEE DataPort, 2022)

Convolutional Auto-Encoder and Independent Component Analysis Based Automatic Place Recognition for Moving Robot in Invariant Season Condition. - Md. Tariqul Islam; Khan Md. Hasib; Md. Mahbubur Rahman; Abdur Nur Tusher; Mohammad Shafiul Alam; Md. Rafiqul Islam 004 (Hum. Centric Intell. Syst., 2022)

Classification of Potato Disease with Digital Image Processing Technique: A Hybrid Deep Learning Framework. - Fatema Tuj Johora Faria; Mukaffi Bin Moin; Ahmed Al Wase; Md. Rabius Sani; Khan Md. Hasib; Mohammad Shafiul Alam (CCWC, 2023)

A Multi-modal Deep Learning Approach for Predicting Dhaka Stock Exchange. - Md. Nabil Rahman Khan; Omor Al Tanim; Most. Sadia Salsabil; S. M. Raiyan Reza; Khan Md. Hasib; Mohammad Shafiul Alam (CCWC, 2023)

An Overview of Bengali Speech Recognition: Methods, Challenges, and Future Direction. - Nabila Tasnia; Mahidul Islam; Mahi Shahriar Rony; Nishat Tanzim; Khan Md. Hasib; Mohammad Shafiul Alam (CCWC, 2023)

Bengali News Abstractive Summarization: T5 Transformer and Hybrid Approach. - Khan Md. Hasib; Md. Atiqur Rahman; Mustavi Ibne Masum; Friso De Boer; Sami Azam; Asif Karim (DICTA, 2023)

Early Autism Disorder Detection Through Visualizing Eye-Tracking Patterns Using Compact Convolutional Transformers. - Md. Humaion Kabir Mehedi; Irfana Arafin; Khan Md. Hasib; Farhin Rahman; Md. Mustakin Alam; Rufaida Tasin; Annajiat Alim Rasel (ICCTA, 2023)

MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. - Khan Md. Hasib; Sami Azam; Asif Karim; Ahmed Al Marouf; F. M. Javed Mehedi Shamrat; Sidratul Montaha; Kheng Cher Yeo; Mirjam Jonkman; Reda Alhajj; Jon G. Rokne (IEEE Access, 2023)

AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images. - F. M. Javed Mehedi Shamrat; Shamima Akter; Sami Azam; Asif Karim; Pronab Ghosh; Zarrin Tasnim; Khan Md. Hasib; Friso De Boer; Kawsar Ahmed (IEEE Access, 2023)

Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An Interpretable Ensemble Approach With Threshold Filtered Single Instance Evaluation (SIE). - Md Sakib Hossain Shovon; Muhammad Firoz Mridha; Khan Md. Hasib; Sultan Alfarhood; Mejdl S. Safran; Dunren Che (IEEE Access, 2023)

Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation. - Khan Md. Hasib; Nurul Akter Towhid; Kazi Omar Faruk; Jubayer Al Mahmud; Muhammad Firoz Mridha (Eng. Appl. Artif. Intell., 2023)

Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey. - Khan Md. Hasib; Md. Rafiqul Islam 004; Shadman Sakib; Md. Ali Akbar; Imran Razzak; Mohammad Shafiul Alam (IEEE Trans. Comput. Soc. Syst., 2023)

News that Moves the Market: DSEX-News Dataset for Forecasting DSE Using BERT. - Md. Nabil Rahman Khan; Most. Sadia Salsabil; Khan Md. Hasib; Md Rafiqul Islam; Mohammad Shafiul Alam; Cesar Sanín; Edward Szczerbicki (ACIIDS (Companion 2), 2024)

DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children. - Khan Md. Hasib; Muhammad Firoz Mridha; Md. Humaion Kabir Mehedi; Kazi Omar Faruk; Rabeya Khatun Muna; Shahriar Iqbal; Md. Rashedul Islam; Yutaka Watanobe (IEEE Access, 2024)

PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and Classification. - Mohammad Shafiul Alam; Fatema Tuj Johora Faria; Mukaffi Bin Moin; Ahmed Al Wase; Md. Rabius Sani; Khan Md. Hasib (CoRR, 2024)

Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency. - Niful Islam; Khan Md. Hasib; Fahmida Akter Joti; Asif Karim; Sami Azam (CoRR, 2024)

Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation. - Niful Islam; Mohaiminul Islam Bhuiyan; Jarin Tasnim Raya; Nur Shazwani Kamarudin; Khan Md. Hasib; Muhammad Firoz Mridha; Dewan Md. Farid 001 (CoRR, 2024)

Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study. - Ahmadul Karim Chowdhury; Saidur Rahman Sujon; Md. Shirajus Salekin Shafi; Tasin Ahmmad; Sifat Ahmed; Khan Md. Hasib; Faisal Muhammad Shah (Nat. Lang. Process. J., 2024)

PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7. - Md. Humaion Kabir Mehedi; Nafisa Nawer; Shafi Ahmed; Md. Shakiful Islam Khan; Khan Md. Hasib; Muhammad Firoz Mridha; Md. Golam Rabiul Alam; Thanh Thi Nguyen (Neural Comput. Appl., 2024)

MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts. - Fatema Tuj Johora Faria; Mukaffi Bin Moin; Zayeed Hasan; Md. Arafat Alam Khandaker; Niful Islam; Khan Md. Hasib; Muhammad Firoz Mridha (Int. J. Inf. Manag. Data Insights, 2025)

Systematic Literature Review on Sentiment Analysis in Airline Industry. - Khan Md. Hasib; Usman Naseem; Ashfia Jannat Keya; Shithi Maitra; Kamruzzaman Mithu; Md. Golam Rabiul Alam (SN Comput. Sci., 2025)