Search Results for author: Md Sakib Hossain Shovon

Found 8 papers, 1 papers with code

From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities

no code implementations1 Nov 2023 Md Farhan Ishmam, Md Sakib Hossain Shovon, M. F. Mridha, Nilanjan Dey

The multimodal task of Visual Question Answering (VQA) encompassing elements of Computer Vision (CV) and Natural Language Processing (NLP), aims to generate answers to questions on any visual input.

Navigate Question Answering +1

A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges

no code implementations25 Oct 2023 Osim Kumar Pal, Md Sakib Hossain Shovon, M. F. Mridha, Jungpil Shin

In recent years, the combination of artificial intelligence (AI) and unmanned aerial vehicles (UAVs) has brought about advancements in various areas.

Management

BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis

1 code implementation13 Oct 2023 Abdullah Al Imran, Md Sakib Hossain Shovon, M. F. Mridha

This study presents a large multi-modal Bangla YouTube clickbait dataset consisting of 253, 070 data points collected through an automated process using the YouTube API and Python web automation frameworks.

Classification Clickbait Detection +1

Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE)

no code implementations1 Aug 2023 Md Sakib Hossain Shovon, M. F. Mridha, Khan Md Hasib, Sultan Alfarhood, Mejdl Safran, Dunren Che

An ensemble approach integrated with threshold filtered single instance evaluation (SIE) technique has been proposed in this study to diagnose BC from the multi-categorical expression of HER2 subtypes.

Image Classification

Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques

no code implementations24 Jul 2023 Md Abrar Jahin, Md Sakib Hossain Shovon, Jungpil Shin, Istiyaque Ahmed Ridoy, M. F. Mridha

This article intends to systematically identify and comparatively analyze state-of-the-art supply chain (SC) forecasting strategies and technologies.

Management

convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer

no code implementations19 Nov 2022 M. F. Mridha, Md. Kishor Morol, Md. Asraf Ali, Md Sakib Hossain Shovon

The outcomes of this study determined that the HER2 cancer detecting rates of the convoHER2 model are much enough to provide better diagnosis to the patient for recovering their HER2 breast cancer in future.

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