IICT, BUET

Hajee Mohammad Danesh Science and Technology University, Dinajpur.

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: 2.9, 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.

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: UGC

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

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

URL: https://scholar.google.com/citations?view_op=list_works&hl=en&user=anKwYQ4AAAAJ&gmla=AJsN-F5b2kmZsdn3DARieU0A1UYCWFLQEwzZdBFyBsUWz6g8eK5Z-pQt1-_U-QqLoDvLjQYlL8fyboYzqhqkktAz_Ft7iamrn_HRZIfSMmAK_LrGuxnFGS0