Recent Publications (2024)

Authors: Asif Newaz, Md Salman Mohosheu, Abdullah al Noman, Dr. Taskeed Jabid

Conference: 35th Conference of Open Innovations Association FRUCT, Finland.

DOI: https://doi.org/10.23919/FRUCT61870.2024.10516372 

Code:  https://github.com/newaz-aa/iBRF 

Summary: The work presents a modified version of the original BRF classifier, designed to improve its generalizability and performance in handling imbalanced data.

Authors: Md Salman Mohosheu, Abdullah al Noman, Asif Newaz, Al-Amin, Dr. Taskeed Jabid

Conference:  6th International Conference on Electrical Engineering and Information & Communication Technology 2024, MIST, Bangladesh.

DOI: https://doi.org/10.1109/ICEEICT62016.2024.10534464

Summary: A detailed experimental analysis has been conducted in this study to understand the efficacy of different sampling techniques and to identify their weaknesses.

Authors: Asif Newaz, Abdullah Taharat, Md Sakib Ul Islam, Khairum Islam, A.G.M. Fuad Hasan Akanda

Journal: Informatics in Medicine Unlocked

Journal metrics: Q2 (cite score = 9.5)

DOI: https://doi.org/10.1016/j.imu.2024.101553 

Code: https://github.com/newaz-aa/Ovarian_Cancer 

Summary: In this work, new biomarkers have been identified for OC diagnosis in pre and post-menopausal women. XAI tools (SHAP) have been incorporated to provide a more reliable and transparent prediction.  SHAP is further utilized to discern the stochastic nature and associated bias from the ML and feature selection algorithms.