Md. Faizul Ibne Amin

23 papers C 3Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
CodeT5-RNN: Reinforcing Contextual Embeddings for Enhanced Code Comprehension.
CoRR
Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Faizul Ibne Amin, Syed Rameez Naqvi, Fang Liu
2026 J jnl
Error Understanding in Program Code With LLM-DL for Multi-label Classification.
CoRR
Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Muepu Mukendi Daniel, Md. Shahajada Mia
2025 J jnl
A Comprehensive Content-Based Recommendation System for Programming Problems Through Multi-Faceted Code Analysis.
IEEE Access
Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin
2025 J jnl
Attention-Driven Clustering of Programming Problem Difficulty Using Statistical and Machine Learning Techniques.
IEEE Access
Md. Shahajada Mia, Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Muepu Mukendi Daniel
2025 J jnl
Code Refactoring with LLM: A Comprehensive Evaluation With Few-Shot Settings.
CoRR
Md. Raihan Tapader, Md. Mostafizer Rahman, Ariful Islam Shiplu, Md. Faizul Ibne Amin, Yutaka Watanobe
2025 — conf
Comparative Evaluation of ChatGPT, Gemini, and DeepSeek in Educational Problem Solving.
MCSoC
Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin, Md. Shahajada Mia
2025 — conf
Interpretable Machine Learning for Predicting and Explaining Code Submission Outcomes in an Online Judge System.
IEA/AIE (2)
Chukwualuka Leonard Nnadi, Dake Ding, Muepu Mukendi Daniel, Md. Faizul Ibne Amin, Raihan Kabir
2025 J jnl
Large Language Models for Education and Research: An Empirical and User Survey-based Analysis.
CoRR
Md. Mostafizer Rahman, Ariful Islam Shiplu, Md. Faizul Ibne Amin, Yutaka Watanobe, Lu Peng
2025 — conf
Predictive Modeling of Submissions and Learning Outcomes in Online Judge Systems.
MCSoC
Md. Shahajada Mia, Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Muepu Mukendi Daniel
2025 J jnl
Source Code Error Understanding Using BERT for Multi-Label Classification.
IEEE Access
Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Atsushi Shirafuji
2024 — conf
Exploring Interference in Knowledge Transfer During the Acquisition of a New Programming Language by Novice Programmers.
MCSoC
Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin
2024 J jnl
Multi-Label Code Error Classification Using CodeT5 and ML-KNN.
IEEE Access
Md. Faizul Ibne Amin, Atsushi Shirafuji, Md. Mostafizer Rahman, Yutaka Watanobe
2023 — conf
Analysis of the Programming Languages Preferred by Novice Programmers for Solving Programming Problem.
ASSE
Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Atsushi Shirafuji, Yutaka Watanobe
2023 J jnl
Identifying algorithm in program code based on structural features using CNN classification model.
Appl. Intell.
Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Raihan Kabir
2023 — conf
Program Repair with Minimal Edits Using CodeT5.
iCAST
Atsushi Shirafuji, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Yutaka Watanobe
2023 J jnl
Program Repair with Minimal Edits Using CodeT5.
CoRR
Atsushi Shirafuji, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Yutaka Watanobe
2023 — conf
Rule-Based Error Classification for Analyzing Differences in Frequent Errors.
TALE
Atsushi Shirafuji, Taku Matsumoto, Md. Faizul Ibne Amin, Yutaka Watanobe
2023 J jnl
Rule-Based Error Classification for Analyzing Differences in Frequent Errors.
CoRR
Atsushi Shirafuji, Taku Matsumoto, Md. Faizul Ibne Amin, Yutaka Watanobe
2022 C conf
A Lightweight CNN-Based Pothole Detection Model for Embedded Systems Using Knowledge Distillation.
SoMeT
Aminu Musa, Mohammed Hassan, Mohamed Hamada, Habeebah Adamu Kakudi, Md. Faizul Ibne Amin, Yutaka Watanobe
2022 C conf
An Integer Wavelet Transform Based Lossless Image Compression Technique Using Arithmetic Coding.
SoMeT
Md. Atiqur Rahman, Mohamed Hamada, Mohammad Ameer Ali, Md. Faizul Ibne Amin
2022 — conf
Impact of Programming Language Skills in Programming Learning.
MCSoC
Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Yutaka Watanobe, Muepu Mukendi Daniel
2022 C conf
Watchtower Selection in Off-Blockchain PCN Using Peterson Leader-Election Algorithm.
SoMeT
Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Raihan Kabir
2020 — conf
Edge Detection Technique by Histogram Processing with Canny Edge Detector.
ICKII
Md. Atiqur Rahman, Md. Faizul Ibne Amin, Mohamed Hamada