Md. Mostafizer Rahman

According to our database, Md. Mostafizer Rahman authored at least 30 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CommentClass: A Robust Ensemble Machine Learning Model for Comment Classification.

Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe

Int. J. Comput. Intell. Syst., December, 2024

Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters.

Md. Mostafizer Rahman, Yutaka Watanobe

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis.

Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Ashad Alam

CoRR, 2024

Multi-Label Code Error Classification Using CodeT5 and ML-KNN.

Md. Faizul Ibne Amin, Atsushi Shirafuji, Md. Mostafizer Rahman, Yutaka Watanobe

IEEE Access, 2024

2023

Identifying algorithm in program code based on structural features using CNN classification model.

Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Raihan Kabir

Appl. Intell., May, 2023

Exploring Automated Code Evaluation Systems and Resources for Code Analysis: A Comprehensive Survey.

Md. Mostafizer Rahman, Yutaka Watanobe, Atsushi Shirafuji, Mohamed Hamada

CoRR, 2023

A Survey on Automated Code Evaluation Systems and Their Resources for Code Analysis.

Md. Mostafizer Rahman, Yutaka Watanobe, Mohamed Hamada

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Collaborative Filtering Based on Non-Negative Matrix Factorization for Programming Problem Recommendation.

Muepu Mukendi Daniel, Yutaka Watanobe, Md. Mostafizer Rahman

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Code Semantics Learning with Deep Neural Networks: An AI-Based Approach for Programming Education.

Md. Mostafizer Rahman, Yutaka Watanobe, Pawel Szmeja, Piotr Sowinski, Marcin Paprzycki, Maria Ganzha

Proceedings of the Computational Science - ICCS 2023, 2023

Program Repair with Minimal Edits Using CodeT5.

Atsushi Shirafuji, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Yutaka Watanobe

Proceedings of the 12th International Conference on Awareness Science and Technology, 2023

A Robust Ensemble Machine Learning Model with Advanced Voting Techniques for Comment Classification.

Ariful Islam Shiplu, Md. Mostafizer Rahman, Yutaka Watanobe

Proceedings of the Big Data Analytics in Astronomy, Science, and Engineering, 2023

LSA: A Novel State-Of-The-Art Sorting Algorithm for Efficient Arrangement of Large Data.

Ariful Islam Shiplu, Md. Mostafizer Rahman, Yutaka Watanobe

Proceedings of the 4th Asia Service Sciences and Software Engineering Conference, 2023

Analysis of the Programming Languages Preferred by Novice Programmers for Solving Programming Problem.

Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Atsushi Shirafuji, Yutaka Watanobe

Proceedings of the 4th Asia Service Sciences and Software Engineering Conference, 2023

2022

Unknown Object Detection Using a One-Class Support Vector Machine for a Cloud-Robot System.

Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam, Keitaro Naruse, Md. Mostafizer Rahman

Sensors, 2022

Online Judge System: Requirements, Architecture, and Experiences.

Yutaka Watanobe, Md. Mostafizer Rahman, Taku Matsumoto, Rage Uday Kiran, Penugonda Ravikumar

Int. J. Softw. Eng. Knowl. Eng., 2022

Educational Data Mining to Support Programming Learning Using Problem-Solving Data.

Md. Mostafizer Rahman, Yutaka Watanobe, Taku Matsumoto, Rage Uday Kiran, Keita Nakamura

IEEE Access, 2022

Watchtower Selection in Off-Blockchain PCN Using Peterson Leader-Election Algorithm.

Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Raihan Kabir

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

Impact of Programming Language Skills in Programming Learning.

Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Yutaka Watanobe, Muepu Mukendi Daniel

Proceedings of the 15th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2022

2021

A Bidirectional LSTM Language Model for Code Evaluation and Repair.

Md. Mostafizer Rahman, Yutaka Watanobe, Keita Nakamura

Symmetry, 2021

Impact of Practical Skills on Academic Performance: A Data-Driven Analysis.

Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang, Incheon Paik

IEEE Access, 2021

Adaptive User Interface for Smart Programming Exercise.

Yutaka Watanobe, Md. Mostafizer Rahman, Alexander Vazhenin, Jun Suzuki

Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Challenges and Exit Strategies for Adapting Interactive Online Education Amid the Pandemic and its Aftermath.

Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang, Incheon Paik

Proceedings of the 2021 IEEE International Conference on Engineering, 2021

A Stacked Bidirectional LSTM Model for Classifying Source Codes Built in MPLs.

Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Raihan Kabir

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

A Framework and Its User Interface to Learn Machine Learning Models.

Atsushi Takamiya, Md. Mostafizer Rahman, Yutaka Watanobe

Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021

Online Automatic Assessment System for Program Code: Architecture and Experiences.

Yutaka Watanobe, Md. Mostafizer Rahman, Rage Uday Kiran, Penugonda Ravikumar

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

A Novel Rule-Based Online Judge Recommender System to Promote Computer Programming Education.

Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Keita Nakamura

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

A Model for Identifying Frequent Errors in Incorrect Solutions.

Shunsuke Kawabayashi, Md. Mostafizer Rahman, Yutaka Watanobe

Proceedings of the 10th International Conference on Educational and Information Technology, 2021

2020

A Neural Network Based Intelligent Support Model for Program Code Completion.

Md. Mostafizer Rahman, Yutaka Watanobe, Keita Nakamura

Sci. Program., 2020

Evaluation of Source Codes Using Bidirectional LSTM Neural Network.

Md. Mostafizer Rahman, Yutaka Watanobe, Keita Nakamura

Proceedings of the 3rd IEEE International Conference on Knowledge Innovation and Invention, 2020

2019

An Efficient Approach for Selecting Initial Centroid and Outlier Detection of Data Clustering.

Md. Mostafizer Rahman, Yutaka Watanobe

Proceedings of the Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, 2019