Muhammad Firoz Mridha

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 17

Top Topics

Handwritten Characters

Sentiment Analysis

Hybrid Architecture

Top Venues

Comput. Electr. Eng.

Nat. Lang. Process. J.

Publications

Moshiur Rahman Tonmoy, Abdul Fattah Rakib, Rashik Rahman, Md. Akhtaruzzaman Adnan, Muhammad Firoz Mridha, Jie Huang, Jungpil Shin
A Lightweight Visual Font Style Recognition With Quantized Convolutional Autoencoder. IEEE Open J. Comput. Soc. 5 (2024)
Md. Tanzib Hosain, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsinul Kabir
Explainable AI approaches in deep learning: Advancements, applications and challenges. Comput. Electr. Eng. 117 (2024)
Md. Abrar Jahin, Md Sakib Hossain Shovon, Muhammad Firoz Mridha
TRABSA: Interpretable Sentiment Analysis of Tweets using Attention-based BiLSTM and Twitter-RoBERTa. CoRR (2024)
Md Farhan Ishmam, Md Sakib Hossain Shovon, Muhammad Firoz Mridha, Nilanjan Dey
From image to language: A critical analysis of Visual Question Answering (VQA) approaches, challenges, and opportunities. Inf. Fusion 106 (2024)
Bidita Sarkar Diba, Jayonto Dutta Plabon, Md Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, Muhammad Firoz Mridha
Explainable federated learning for privacy-preserving bangla sign language detection. Eng. Appl. Artif. Intell. 134 (2024)
Ashifur Rahman, Md. Mohsinul Kabir, Muhammad Firoz Mridha, Mohammed Hamad Alatiyyah, Haifa F. Alhasson, Shuaa S. Alharbi
Arabic Speech Recognition: Advancement and Challenges. IEEE Access 12 (2024)
Niful Islam, Mohaiminul Islam Bhuiyan, Jarin Tasnim Raya, Nur Shazwani Kamarudin, Khan Md. Hasib, Muhammad Firoz Mridha, Dewan Md. Farid
Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation. CoRR (2024)
Md. Mubtasim Fuad, A. Faiyaz, Noor Mairukh Khan Arnob, Muhammad Firoz Mridha, Aloke Kumar Saha, Zeyar Aung
Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters Using Denoising Diffusion Probabilistic Model (DDPM). IEEE Access 12 (2024)
Md. Abrar Jahin, Muhammad Firoz Mridha, Zeyar Aung, Nilanjan Dey, R. Simon Sherratt
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification. CoRR (2024)
Zinniya Taffannum Pritee, Mehedi Hasan Anik, Saida Binta Alam, Jamin Rahman Jim, Md. Mohsin Kabir, Muhammad Firoz Mridha
Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review. Comput. Secur. 140 (2024)
Jamin Rahman Jim, Md Apon Riaz Talukder, Partha Malakar, Md. Mohsin Kabir, Kamruddin Nur, Muhammad Firoz Mridha
Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review. Nat. Lang. Process. J. 6 (2024)
Showrov Islam, Md. Tarek Aziz, Hadiur Rahman Nabil, Jamin Rahman Jim, Muhammad Firoz Mridha, Md. Mohsinul Kabir, Nobuyoshi Asai, Jungpil Shin
Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications, and Challenges. IEEE Access 12 (2024)
Khan Md. Hasib, Muhammad Firoz Mridha, Md. Humaion Kabir Mehedi, Kazi Omar Faruk, Rabeya Khatun Muna, Shahriar Iqbal, Md. Rashedul Islam, Yutaka Watanobe
DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children. IEEE Access 12 (2024)
Md. Abrar Jahin, Saleh Akram Naife, Fatema Tuj Johora Lima, Muhammad Firoz Mridha, Jungpil Shin
Analyzing Male Domestic Violence through Exploratory Data Analysis and Explainable Machine Learning Insights. CoRR (2024)
Md. Mahfuzur Rahman, Md. Abrar Jahin, Md. Saiful Islam, Muhammad Firoz Mridha
Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm. CoRR (2024)
Anik Kumar Saha, Md. Abrar Jahin, Md. Rafiquzzaman, Muhammad Firoz Mridha
Ergonomic Design of Computer Laboratory Furniture: Mismatch Analysis Utilizing Anthropometric Data of University Students. CoRR (2024)
Ashfia Jannat Keya, Sayefa Arafah Arpona, Muhammad Mohsin Kabir, Muhammad Firoz Mridha
Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations. Cogn. Comput. Syst. 5 (4) (2023)