Md Sakib Hossain Shovon

15 papers Journal 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition. CoRR Md. Naimur Asif Borno, Md Sakib Hossain Shovon, MD Hanif Sikder, Iffat Firozy Rimi, Tahani Jaser Alahmadi, Mohammad Ali Moni
2025	J	`jnl`	Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation. CoRR Md. Naimur Asif Borno, Md Sakib Hossain Shovon, Asmaa Soliman Al-Moisheer, Mohammad Ali Moni
2024	J	`jnl`	From image to language: A critical analysis of Visual Question Answering (VQA) approaches, challenges, and opportunities. Inf. Fusion Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey
2024	J	`jnl`	In-depth review of AI-enabled unmanned aerial vehicles: trends, vision, and challenges. Discov. Artif. Intell. Osim Kumar Pal, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Jungpil Shin
2024	J	`jnl`	TRABSA: Interpretable Sentiment Analysis of Tweets using Attention-based BiLSTM and Twitter-RoBERTa. CoRR Md Abrar Jahin, Md Sakib Hossain Shovon, Muhammad Firoz Mridha
2023	J	`jnl`	A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges. CoRR Osim Kumar Pal, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Jungpil Shin
2023	J	`jnl`	Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An Interpretable Ensemble Approach With Threshold Filtered Single Instance Evaluation (SIE). IEEE Access Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Khan Md. Hasib, Sultan Alfarhood, Mejdl S. Safran, Dunren Che
2023	J	`jnl`	Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE). CoRR Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Khan Md. Hasib, Sultan Alfarhood, Mejdl S. Safran, Dunren Che
2023	J	`jnl`	An Enhanced Ensemble Deep Neural Network Approach for Elderly Fall Detection System Based on Wearable Sensors. Sensors Zabir Mohammad, Arif Reza Anwary, Muhammad Firoz Mridha, Md Sakib Hossain Shovon, Michael Vassallo
2023	J	`jnl`	BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis. CoRR Abdullah Al Imran, Md Sakib Hossain Shovon, Muhammad Firoz Mridha
2023	J	`jnl`	Big Data - Supply Chain Management Framework for Forecasting: Data Preprocessing and Machine Learning Techniques. CoRR Md Abrar Jahin, Md Sakib Hossain Shovon, Jungpil Shin, Istiyaque Ahmed Ridoy, Yoichi Tomioka, Muhammad Firoz Mridha
2023	J	`jnl`	From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities. CoRR Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey
2023	J	`jnl`	PlantDet: A Robust Multi-Model Ensemble Method Based on Deep Learning For Plant Disease Detection. IEEE Access Md Sakib Hossain Shovon, Shakrin Jahan Mozumder, Osim Kumar Pal, Muhammad Firoz Mridha, Nobuyoshi Asai, Jungpil Shin
2023	J	`jnl`	QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network. CoRR Md Abrar Jahin, Md Sakib Hossain Shovon, Md. Saiful Islam, Jungpil Shin, Muhammad Firoz Mridha, Yuichi Okuyama
2022	J	`jnl`	convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer. CoRR Muhammad Firoz Mridha, Md. Kishor Morol, Md. Asraf Ali, Md Sakib Hossain Shovon