Institure of Information and Communication Technology (IICT), BUET, Bangladesh

Hajee Mohammad Danesh Science and Technology University, Dinajpur, Bangladesh

November 16, 2024 to Present

November 16, 2022 to November 15, 2024

April 02, 2017 to December 14, 2022

Mahmudul Hasan, Md. Mahedi Hassan, Sumya Akter, Petr Hajek, and Mohammad Zoynul Abedin. “Advances in Explainable Big Data Analytics for Enhanced Cybersecurity.” Information Systems Frontiers (IF = 8.3, SJR Q1, Scopus, WoS), 2025.

Md Jahid Hasan, Mahmudul Hasan, Sumya Akter, Abu Bakar Siddique Mahi, and Md Palash Uddin. “Enhancing Brain Tumor Classification with a Novel Attention-Based Explainable Deep Learning Framework.” Biomedical Signal Processing and Control (IF = 4.9, SJR Q1, Scopus, WoS), 2025 Feb 1;112:108636.

Sumya Akter, Hossen Asiful Mustafa. "Analysis and interpretability of machine learning models to classify thyroid disease". PloS one (IF: 3.7, Q1). 2024 May 31;19(5):e0300670.

Aysa Siddika Asa, Sumya Akter, Md Palash Uddin, Md Delowar Hossain, Shikhor Kumer Roy, and Masud Ibn Afjal. "A comprehensive survey on extractive text summarization techniques." Am. J. Eng. Res 6, no. 1 (2017): 226-239.

Maruf Kabir Refat, Shovan Prita Paul, Aditi Datta Purkayastha, Avishek Roy Sparsho, Sumya Akter, Mahmudul Hasan, "Explainable Machine Learning Framework for Crop Recommendation with GIS Integration". In Proceedings of the Gazipur Agricultural University International Conference 2025 (GAUIC 2025): Regenerative Agriculture for Sustainable Food Security (Accepted).

Amit Hasan Sikder, Sumya Akter, Md Amir Hamja, Md. Iftekhar Hossain Tushar, Rokaiya Tasnim, Mahmudul Hasan, "Personalized Tabular Transformer with eXplainable AI for Mental Health Assessment" (Accepted). 28th International Conference on Computer and Information Technology (ICCIT). IEEE, 2025. (Accepted)

Shovan Prita Paul, Aditi Datta Purkayastha, Kanij Fatema, Sumya Akter, Mahmudul Hasan, Md Delowar Hossain, "Towards Efficient and Scalable Ensemble Machine Learning Models for Lung Cancer Diagnosis". 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE). 2025 Feb 13 (pp. 1-6). IEEE

Jabin Tasmin Anny, Mst Sabrina Momotaj, Abida Meem, Sumya Akter, Pankaj Bhowmik, "An Empirical Machine Learning Approach Towards Effective Sleep Disorder Prediction". 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE). 2025 Feb 13 (pp. 1-6). IEEE

Md Iftekhar Hossain Tushar, Md. Azizur Rahman, Sumya Akter, Mahmudul Hasan, Pankaj Bhowmik, Md. Abdulla Al Mamun, "Exploring the Influence of Global Conflicts on Cryptocurrency Markets with RNN-Based Analysis". 27th International Conference on Computer and Information Technology (ICCIT). 2024 December 20 (pp. 3242-3247). IEEE

Mahmudul Hasan, Md. Jakaria Zobair, Sumya Akter, Mahir Ashef, Nazrin Akter, Nahid Binte Sadia. "Ensemble Based Machine Learning Model for Early Detection of Mother's Delivery Mode". In 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023 Feb 23 (pp. 1-6). IEEE.

Sumya Akter, Aysa Siddika Asa, Md Palash Uddin, Md Delowar Hossain, Shikhor Kumer Roy, and Masud Ibn Afjal. "An extractive text summarization technique for Bengali document (s) using K-means clustering algorithm." In 2017 IEEE International Conference on Imaging, Vision & Pattern Recognition (icIVPR), pp. 1-6. IEEE, 2017.

Funded by: IICT, BUET, Dhaka, Bangladesh

Funded by: University Grants Commission (UGC), Bangladesh

Funded by: HSTU, Dinajpur, Bangladesh

Funded by: Board of Intermediate and Secondary Education, Dinajpur, Bangladesh

Funded by: Board of Intermediate and Secondary Education, Rajshahi, Bangladesh

Funded by: Institute of Research and Training (IRT), HSTU, Bangladesh

Position: Principal Investigator (PI)

Description: Maternal healthcare remains a pressing concern in developing regions, where early identification of high-risk pregnancies is vital to reducing maternal and neonatal complications. This project proposes a machine learning-based framework for predicting maternal health risks among Bangladeshi women, utilizing a curated dataset that includes clinical, physiological, and historical health indicators.

URL: https://www.researchgate.net/profile/Sumya-Akter

URL: https://www.linkedin.com/in/sumaiya-akter-967753126/

URL: https://scholar.google.com/citations?user=anKwYQ4AAAAJ&hl=en