165 citations · 188 across the 7 of their papers we have counts for
7 papers
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency
Niful Islam, Khan Md Hasib, Fahmida Akter Joti +2
Skin cancer is a major concern to public health, accounting for one-third of the reported cancers. If not detected early, the cancer has the potential for severe consequences. Reco…
PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and Classification
Fatema Tuj Johora Faria, Mukaffi Bin Moin, Mohammad Shafiul Alam +3
Numerous applications have resulted from the automation of agricultural disease segmentation using deep learning techniques. However, when applied to new conditions, these applicat…
Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study
Ahmadul Karim Chowdhury, Md. Saidur Rahman Sujon, Md. Shirajus Salekin Shafi +4
In an era where the silent struggle of underdiagnosed depression pervades globally, our research delves into the crucial link between mental health and social media. This work focu…
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, M. F. Mridha, Khan Md Hasib +3
Breast Cancer (BC) is among women's most lethal health concerns. Early diagnosis can alleviate the mortality rate by helping patients make efficient treatment decisions. Human Epid…
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning
Sm Zobaed, Md Fazle Rabby, Md Istiaq Hossain +4
The rapid advancement in deep learning makes the differentiation of authentic and manipulated facial images and video clips unprecedentedly harder. The underlying technology of man…
A Comparative Study of AHP and Fuzzy AHP Method for Inconsistent Data
Md. Ashek-Al-Aziz, Sagar Mahmud, Md. Azizul Islam +2
In various cases of decision analysis we use two popular methods: Analytical Hierarchical Process (AHP) and Fuzzy based AHP or Fuzzy AHP. Both the methods deal with stochastic data…
A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem
Khan Md. Hasib, Md. Sadiq Iqbal, Faisal Muhammad Shah +5
The problem of class imbalance is extensive for focusing on numerous applications in the real world. In such a situation, nearly all of the examples are labeled as one class called…