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Results for “"Durjoy Mistry"”

13 results

Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning

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Durjoy Mistry, M. F. Mridha, Mejdl Safran, Sultan Alfarhood et al.

Journal: IEEE AccessYear: 2023Citations: 42

E-learning, a modern method of education that utilizes electronic technologies such as computers, mobile devices, and the internet, has experienced a significant surge in adoption and usage in recent years. While it has the potential to reach every corner of the world, it also creates an opportunity...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Explainable federated learning for privacy-preserving bangla sign language detection

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Bidita Sarkar Diba, Jayonto Dutta Plabon, M.D. Mahmudur Rahman, Durjoy Mistry et al.

Journal: Engineering Applications of Artificial IntelligenceYear: 2024Citations: 15
Physical SciencesComputer ScienceSignal Processing
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Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments

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Durjoy Mistry, Jayonto Dutta Plabon, Bidita Sarkar Diba, Md. Saddam Hossain Mukta et al.

Journal: IEEE AccessYear: 2024Citations: 12

In the era of digital communication, emojis have become the vibrant palette of people’s textual expressions, adding depth and emotion to messages. However, deciphering the subtle nuances of emojis poses a unique challenge due to their inherent ambiguity. The quest for predicting the next emoji in te...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide

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Bidita Sarkar Diba, Jayonto Dutta Plabon, Tasnim Jahin Mowla, Nazneen Nahar et al.

Journal: Computers & Electrical EngineeringYear: 2025Citations: 10
Physical SciencesComputer ScienceArtificial Intelligence
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Privacy Preserving Breast Cancer Prediction with Mammography Images Using Federated Learning

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Anika Tabassum, Samiul Hassan Ovi, Shahadat Hossain, Moshiur Rahman Tonmoy et al.

Journal: Studies in big dataYear: 2024Citations: 9
Physical SciencesComputer ScienceArtificial Intelligence
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Incorporating Residual Connections into a Multi-channel CNN for Lung Cancer Detection in Digital Pathology

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Md Sakib Hossain Shovon, Zafrin Sultana, Jungpil Shin, Md. Abdul Hamid et al.

Journal: Studies in big dataYear: 2024Citations: 8
Physical SciencesComputer ScienceArtificial Intelligence
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From Centralization to Decentralization: Blockchain’s Role in Transforming Social Media Platforms

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Bidita Sarkar Diba, Jayonto Dutta Plabon, Nishat Tasnim, Mehjabin Hossain et al.

Journal: IEEE AccessYear: 2025Citations: 6

Blockchain is influencing the social media platforms by promising to solve the biggest issues of today, such as privacy concerns and content moderation, and the ability to provide a decentralized system for the management of social media platforms through cryptographic techniques and distributed str...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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Federated Transfer Learning for Vision-Based Fall Detection

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Durjoy Mistry, Moshiur Rahman Tonmoy, Md. Shahib Anower, A S M Touhidul Hasan

Journal: Lecture notes in networks and systemsYear: 2024Citations: 6
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Privacy-Preserving Vision-Based Detection of Pox Diseases Using Federated Learning

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Md Golam Kibriya, Diptajoy Mistry, Durjoy Mistry, Moshiur Rahman Tonmoy et al.

Journal: Studies in big dataYear: 2024Citations: 6
Life SciencesImmunology and MicrobiologyVirology
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Deep learning for predicting essential proteins using topological features and gene ontology

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Md. Shahidul Islam, Md. Rafiqul Islam, Durjoy Mistry

Journal: Neural Computing and ApplicationsYear: 2025Citations: 2
Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular Biology
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FallVision: A benchmark video dataset for fall detection

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Nakiba Nuren Rahman, Abu Bakar Siddique Mahi, Durjoy Mistry, Shah Murtaza Rashid Al Masud et al.

Journal: Data in BriefYear: 2025Citations: 2

This article presents a comprehensive video dataset curated specifically for fall detection research, comprising categorized fall and no-fall videos. The dataset encompasses three primary categories of falls: falls from a bed, chair, and standing position. Initially collected as raw footage, these v...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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A Multisectoral Study of Mpox Epidemiology, Resistance Surveillance, and Policy Gaps: Toward a One Health Framework

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Durjoy Mistry, Mehjabin Hossain, B. S. Diba, J. D. Plabon et al.

Journal: Clinical Reviews in Allergy & ImmunologyYear: 2025Citations: 1

Mpox, formerly known as monkeypox, has recently spread beyond its traditional epidemic areas. Several regions of Africa have been affected and have become a health concern globally. This review presents epidemiology, clinical symptoms, diagnostic developments, treatment methods, and policy gaps of M...

Life SciencesImmunology and MicrobiologyVirology
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Personalized Pomodoro Productivity Tracking with Privacy-Preserving Machine Learning in Human-Computer Interaction

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Durjoy Mistry, Bidita Sarkar Diba, Jayonto Dutta Plabon, Salah Uddin Ahmed et al.

Journal: Lecture notes in computer scienceYear: 2025
Physical SciencesComputer ScienceArtificial Intelligence
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