Md. Mostafizer Rahman

42 papers C 2Journal 23Unranked 17

Year	Rank	Type	Title / 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`	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	J	`jnl`	Identifying multi-omics interactions for lung cancer drug targets discovery using Kernel Machine Regression. CoRR Md. Imtyaz Ahmed, Md. Delwar Hossain, Md. Mostafizer Rahman, Md. Ahsan Habib, Md. Mamunur Rashid, Md. Selim Reza, Md. Ashad Alam
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`	RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis. IEEE Trans. Emerg. Top. Comput. Intell. Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Ashad Alam
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
2025	J	`jnl`	Transforming Multi-Omics Integration with GANs: Applications in Alzheimer's and Cancer. CoRR Md Selim Reza, Sabrin Afroz, Md. Mostafizer Rahman, Md. Ashad Alam
2024	J	`jnl`	Big Coding Data: Analysis, Insights, and Applications. IEEE Access Md. Mostafizer Rahman, Atsushi Shirafuji, Yutaka Watanobe
2024	J	`jnl`	CommentClass: A Robust Ensemble Machine Learning Model for Comment Classification. Int. J. Comput. Intell. Syst. Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe
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
2024	J	`jnl`	Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters. IEEE Trans. Emerg. Top. Comput. Intell. Md. Mostafizer Rahman, Yutaka Watanobe
2024	J	`jnl`	RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis. CoRR Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Ashad Alam
2023	—	`conf`	A Robust Ensemble Machine Learning Model with Advanced Voting Techniques for Comment Classification. BDA (Astronomy, Science, and Engineering) Ariful Islam Shiplu, Md. Mostafizer Rahman, Yutaka Watanobe
2023	—	`conf`	A Survey on Automated Code Evaluation Systems and Their Resources for Code Analysis. IEA/AIE (2) Md. Mostafizer Rahman, Yutaka Watanobe, Mohamed Hamada
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	—	`conf`	Code Semantics Learning with Deep Neural Networks: An AI-Based Approach for Programming Education. ICCS (5) Md. Mostafizer Rahman, Yutaka Watanobe, Pawel Szmeja, Piotr Sowinski, Marcin Paprzycki, Maria Ganzha
2023	—	`conf`	Collaborative Filtering Based on Non-Negative Matrix Factorization for Programming Problem Recommendation. IEA/AIE (1) Muepu Mukendi Daniel, Yutaka Watanobe, Md. Mostafizer Rahman
2023	J	`jnl`	Exploring Automated Code Evaluation Systems and Resources for Code Analysis: A Comprehensive Survey. CoRR Md. Mostafizer Rahman, Yutaka Watanobe, Atsushi Shirafuji, Mohamed Hamada
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`	LSA: A Novel State-Of-The-Art Sorting Algorithm for Efficient Arrangement of Large Data. ASSE Ariful Islam Shiplu, Md. Mostafizer Rahman, Yutaka Watanobe
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
2022	J	`jnl`	Educational Data Mining to Support Programming Learning Using Problem-Solving Data. IEEE Access Md. Mostafizer Rahman, Yutaka Watanobe, Taku Matsumoto, Rage Uday Kiran, Keita Nakamura
2022	—	`conf`	Impact of Programming Language Skills in Programming Learning. MCSoC Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Yutaka Watanobe, Muepu Mukendi Daniel
2022	J	`jnl`	Online Judge System: Requirements, Architecture, and Experiences. Int. J. Softw. Eng. Knowl. Eng. Yutaka Watanobe, Md. Mostafizer Rahman, Taku Matsumoto, Rage Uday Kiran, Penugonda Ravikumar
2022	J	`jnl`	Unknown Object Detection Using a One-Class Support Vector Machine for a Cloud-Robot System. Sensors Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam, Keitaro Naruse, Md. Mostafizer Rahman
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
2021	J	`jnl`	A Bidirectional LSTM Language Model for Code Evaluation and Repair. Symmetry Md. Mostafizer Rahman, Yutaka Watanobe, Keita Nakamura
2021	—	`conf`	A Framework and Its User Interface to Learn Machine Learning Models. MCSoC Atsushi Takamiya, Md. Mostafizer Rahman, Yutaka Watanobe
2021	—	`conf`	A Model for Identifying Frequent Errors in Incorrect Solutions. ICEIT Shunsuke Kawabayashi, Md. Mostafizer Rahman, Yutaka Watanobe
2021	—	`conf`	A Novel Rule-Based Online Judge Recommender System to Promote Computer Programming Education. IEA/AIE (2) Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Keita Nakamura
2021	—	`conf`	A Stacked Bidirectional LSTM Model for Classifying Source Codes Built in MPLs. PKDD/ECML Workshops (2) Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Raihan Kabir
2021	—	`conf`	Adaptive User Interface for Smart Programming Exercise. TALE Yutaka Watanobe, Md. Mostafizer Rahman, Alexander Vazhenin, Jun Suzuki
2021	—	`conf`	Challenges and Exit Strategies for Adapting Interactive Online Education Amid the Pandemic and its Aftermath. TALE Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang, Incheon Paik
2021	J	`jnl`	Impact of Practical Skills on Academic Performance: A Data-Driven Analysis. IEEE Access Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang, Incheon Paik
2021	—	`conf`	Online Automatic Assessment System for Program Code: Architecture and Experiences. IEA/AIE (2) Yutaka Watanobe, Md. Mostafizer Rahman, Rage Uday Kiran, Penugonda Ravikumar
2020	J	`jnl`	A Neural Network Based Intelligent Support Model for Program Code Completion. Sci. Program. Md. Mostafizer Rahman, Yutaka Watanobe, Keita Nakamura
2020	—	`conf`	Evaluation of Source Codes Using Bidirectional LSTM Neural Network. ICKII Md. Mostafizer Rahman, Yutaka Watanobe, Keita Nakamura
2019	C	`conf`	An Efficient Approach for Selecting Initial Centroid and Outlier Detection of Data Clustering. SoMeT Md. Mostafizer Rahman, Yutaka Watanobe