activity
20202023
most citedA Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem

165 citations · 252 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CL2023

Bengali Fake Reviews: A Benchmark Dataset and Detection System

G. M. Shahariar, Md. Tanvir Rouf Shawon, Faisal Muhammad Shah +2

The proliferation of fake reviews on various online platforms has created a major concern for both consumers and businesses. Such reviews can deceive customers and cause damage to…

cs.CL2023★ 8 cited

Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks

Md. Tanvir Rouf Shawon, G. M. Shahariar, Faisal Muhammad Shah +2

This paper investigates the potential of semi-supervised Generative Adversarial Networks (GANs) to fine-tune pretrained language models in order to classify Bengali fake reviews fr…

cs.CL2022★ 79 cited

Spam Review Detection Using Deep Learning

G. M. Shahariar, Swapnil Biswas, Faiza Omar +2

A robust and reliable system of detecting spam reviews is a crying need in todays world in order to purchase products without being cheated from online sites. In many online sites,…

eess.IV2022

Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis

MD Abdullah Al Nasim, Abdullah Al Munem, Maksuda Islam +3

Cancer of the brain is deadly and requires careful surgical segmentation. The brain tumors were segmented using U-Net using a Convolutional Neural Network (CNN). When looking for o…

cs.CV2021

An Automated Approach for the Recognition of Bengali License Plates

Md Abdullah Al Nasim, Atiqul Islam Chowdhury, Jannatun Naeem Muna +1

Automatic Number Plate Recognition (ALPR) is a system for automatically identifying the license plates of any vehicle. This process is important for tracking, ticketing, and any bi…

cs.LG2020★ 165 cited

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…