| 1 |
Journal |
2024-01-24 |
Large-Scale Analysis of Big Programming Data: Scope, Insights, and Applications |
Md. Mostafizer Rahman, Atsushi Shirafuji, and Yutaka Watanobe |
1 |
IEEE Transactions on Knowledge and Data Engineering |
Unknown |
| 2 |
Journal |
2024-01-17 |
CommentClass: A Robust Ensemble Machine Learning Model for Comment Classification |
Md. Mostafizer Rahman, Ariful Islam Shiplu, and Yutaka Watanobe |
1 |
IEEE Access |
Unknown |
| 3 |
Journal |
2023-12-12 |
Multilingual Program Code Classification Using n-Layered Bi-LSTM Model With Optimized Hyperparameters |
Md. Mostafizer Rahman and Yutaka Watanobe |
1 |
IEEE Transactions on Emerging Topics in Computational Intelligence |
Expanded Science Citation Index (SCIE) |
| 4 |
Conference |
2023-12-07 |
Robust Ensemble Machine Learning Model with Advanced Voting Techniques for Comment Classification |
Ariful Islam Shiplu, Md. Mostafizer Rahman, and Yutaka Watanobe |
2 |
11th International Conference on Big Data Analytics in Astronomy, Science and Engineering (BDA 2023), Aizu-Wakamatsu, Japan, 2023. |
Scopus Index |
| 5 |
Conference |
2023-11-11 |
Program Repair with Minimal Edits Using CodeT5 |
Atsushi Shirafuji, Md. Mostafizer Rahman, Md Faizul Ibne Amin, and Yutaka Watanobe. |
2 |
The 12th International Conference on Awareness Science and Technology (iCAST 2023), Taichung, Taiwan, 2023. |
Scopus Index |
| 6 |
Conference |
2023-10-29 |
LSA: A Novel State-Of-The-Art Sorting Algorithm for Efficient Arrangement of Large Data |
Ariful Islam Shiplu, Md. Mostafizer Rahman, and Yutaka Watanobe |
2 |
2023 4th Asia Service Sciences and Software Engineering Conference (ASSE), Aizu-Wakamatsu, Japan, 2023 |
Scopus Index |
| 7 |
Conference |
2023-10-29 |
Analysis of the Programming Languages Preferred by Novice Programmers for Solving Programming Problem |
Md Faizul Ibne Amin, Md. Mostafizer Rahman, Atsushi Shirafuji, and Yutaka Watanobe |
2 |
2023 4th Asia Service Sciences and Software Engineering Conference (ASSE), Aizu-Wakamatsu, Japan, 2023 |
Scopus Index |
| 8 |
Conference |
2023-09-08 |
An Improved Ensemble Model for Intent Classification of Bangla Chatbot |
Solaiman Ahmed, Md. Mostafizer Rahman, Fazlul Hasan Siddiqui |
2 |
International Conference on Big Data, IoT and Machine Learning (BIM2023), Dhaka, Bangladesh, 2023. |
Scopus Index |
| 9 |
Conference |
2023-07-31 |
A Survey on Automated Code Evaluation Systems and Their Resources for Code Analysis |
Md. Mostafizer Rahman, Yutaka Watanobe, and Mohamed Hamad |
1 |
The 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE), Shanghai, China, 2023 |
Scopus Index |
| 10 |
Conference |
2023-07-31 |
Collaborative Filtering Based on Non- Negative Matrix Factorization for Programming Problem Recommendation |
Daniel Muepu, Yutaka Watanobe, and Md. Mostafizer Rahman |
3 |
The 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE), Shanghai, China, 2023. |
Scopus Index |
| 11 |
Journal |
2023-07-08 |
Exploring Auto- mated Code Evaluation Systems and Resources for Code Analysis: A Comprehensive Survey |
Md. Mostafizer Rahman, Yutaka Watanobe, Atsushi Shirafuji, and Mohamed Hamada |
1 |
ACM Computing Surveys |
Unknown |
| 12 |
Conference |
2023-06-30 |
Code Semantic Learning Using Deep Neural Network Model: An AI-based Approach for Programming Education |
Md. Mostafizer Rahman, and Yutaka Watanobe. |
1 |
he International Conference on Computational Science (ICCS), Prague, Czech Republic, 2023. |
Scopus Index |
| 13 |
Journal |
2023-03-28 |
ChatGPT for Education and Research: Opportunities, Threats, and Strategies |
Md. Mostafizer Rahman and Yutaka Watanobe |
1 |
Applied Sciences; Vol. 13, No. 0, pp. 5783, 2023; SCIE, Impact factor (IF): 2.838 |
Expanded Science Citation Index (SCIE) |
| 14 |
Conference |
2022-12-22 |
Impact of Programming Language Skills in Programming Learning |
Md Faizul Ibne Amin, Md. Mostafizer Rahman, Yutaka Watanobe and Muepu Mukendi Daniel |
2 |
2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Malaysia |
Scopus Index |
| 15 |
Journal |
2022-09-23 |
Identifying algorithm in program code based on structural features using CNN classification model |
Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin and Raihan Kabir |
2 |
Applied Intelligence; SCI, Impact factor (IF): 5.019 |
Science Citation Index (SCI) |
| 16 |
Conference |
2022-09-01 |
Watchtower Selection in Off-Blockchain PCN Using Peterson Leader-Election Algorithm |
Md Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman and Raihan Kabir |
3 |
The 21st International Conference on Intelligent Software Methodologies, Tools, and Techniques, Sept. 20-22, Kitakyushu, Japan, 2022 |
Scopus Index |
| 17 |
Journal |
2022-07-04 |
Online Judge System: Requirements, Architecture, and Experiences |
Yutaka Watanobe, Md. Mostafizer Rahman, Taku Matsumoto, Uday Kiran Rage and Penugonda Ravikumar |
2 |
International Journal of Software Engineering and Knowledge Engineering; Vol. 32, No. 06, pp. 917-946, 2022; SCIE, Impact factor (IF): 1.007 |
Expanded Science Citation Index (SCIE) |
| 18 |
Journal |
2022-03-08 |
Educational Data Mining to Support Programming Learning Using Problem-Solving Data |
Md. Mostafizer Rahman, Yutaka Watanobe, Taku Matsumoto, Rage Uday Kiran and Keita Nakamura |
1 |
IEEE Access; vol. 10, pp. 26186-26202, 2022; SCIE, Impact factor (IF): 3.476 |
Expanded Science Citation Index (SCIE) |
| 19 |
Journal |
2022-02-10 |
Unknown Object Detection Using a One-Class Support Vector Machine for a Cloud–Robot System |
Raihan Kabir, Yutaka Watanobe, Md Rashedul Islam, Keitaro Naruse and Md Mostafizer Rahman |
5 |
Sensors ; vol. 22, No. 04, pp. 1352, 2022; SCIE, Impact factor (IF): 3.847 |
Expanded Science Citation Index (SCIE) |
| 20 |
Conference |
2021-12-20 |
A Framework and Its User Interface to Learn Machine Learning Models |
Atsushi Takamiya, Md. Mostafizer Rahman and Yutaka Watanobe |
2 |
2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), 20-23 December, Singapore, 2021 |
Scopus Index |
| 21 |
Conference |
2021-12-05 |
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 and Incheon Paik |
1 |
2021 IEEE International Conference on Engineering, Technology & Education (TALE), 05-08 December, Wuhan, Hubei Province, China, 2021 |
Scopus Index |
| 22 |
Conference |
2021-12-05 |
Adaptive User Interface for Smart Programming Exercise |
Yutaka Watanobe, Md. Mostafizer Rahman, Alexander Vazhenin and Jun Suzuki |
2 |
2021 IEEE International Conference on Engineering, Technology & Education (TALE), 05-08 December, Wuhan, Hubei Province, China, 2021 |
Scopus Index |
| 23 |
Journal |
2021-10-08 |
Impact of Practical Skills on Academic Performance: A Data-Driven Analysis |
Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang and Incheon Paik |
1 |
IEEE Access; vol. 09, pp. 139975 - 139993, 2021; SCIE, Impact factor (IF): 3.476 |
Expanded Science Citation Index (SCIE) |
| 24 |
Conference |
2021-09-13 |
A Stacked Bidirectional LSTM Model for Classifying Source Codes Built in MPLs |
Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran and Raihan Kabir |
1 |
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 13-17 September, Bilbao, Spain, 2021 |
Scopus Index |
| 25 |
Conference |
2021-07-26 |
A Novel Rule-Based Online Judge Recommender System to Promote Computer Programming Education |
Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran and Keita Nakamur |
1 |
The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021), July 26 – July 29, 2021, Kuala Lumpur, Malaysia |
Scopus Index |
| 26 |
Conference |
2021-07-26 |
Online Automatic Assessment System for Program Code: Architecture and Experiences |
Yutaka Watanobe, Md. Mostafizer Rahman, Rage Uday Kiran, Ravikumar Penugonda |
2 |
The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021), July 26 – July 29, 2021, Kuala Lumpur, Malaysia |
Scopus Index |
| 27 |
Journal |
2021-02-01 |
A Bidirectional LSTM Language Model for Code Evaluation and Repair |
Md. Mostafizer Rahman, Yutaka Watanobe and Keita Nakamura |
1 |
Symmetry ; Vol. 13, No. 2, pp. 247, 2021; SCIE, Impact factor (IF): 2.940 |
Expanded Science Citation Index (SCIE) |
| 28 |
Conference |
2021-01-27 |
Categorization of Frequent Errors in Solution Codes Created by Novice Programmer |
Md. Mostafizer Rahman, Shunsuke Kawabayashi and Yutaka Watanobe |
1 |
The 3rd ETLTC International Conference on Information and Communications Technology (ETLTC2021), January 27-30, Aizuwakamatsu, Japan, 2021 |
Scopus Index |
| 29 |
Conference |
2021-01-18 |
A Model for Identifying Frequent Errors in Incorrect Solutions |
Shunsuke Kawabayashi, Md. Mostafizer Rahman and Yutaka Watanobe |
2 |
2021 10th International Conference on Educational and Information Technology (ICEIT), 18-20 January, Chengdu, China, 2021 |
Scopus Index |
| 30 |
Conference |
2020-08-21 |
Evaluation of Source Codes Using Bidirectional LSTM Neural Network |
Md. Mostafizer Rahman, Yutaka Watanobe and Keita Nakamura |
1 |
2020 3rd IEEE International Conference on Knowledge Innovation and Invention (ICKII), 21-23 August, Kaohsiung, Taiwan, 2020 |
Scopus Index |
| 31 |
Journal |
2020-07-14 |
A Neural Network Based Intelligent Support Model for Program Code Completion |
Md. Mostafizer Rahman, Yutaka Watanobe and Keita Nakamura |
1 |
Scientific Programming; Vol. 2020, Article ID. 7426461, 2020; SCIE, Impact factor (IF): 1.672 |
Expanded Science Citation Index (SCIE) |
| 32 |
Journal |
2020-04-24 |
Source Code Assessment and Classification Based on Estimated Error Probability Using Attentive LSTM Language Model and Its Application in Programming Education |
Md. Mostafizer Rahman, Yutaka Watanobe and Keita Nakamura |
1 |
Applied Sciences; Vol. 10, No. 08, pp. 2973, 2020; SCIE, Impact factor (IF): 2.838 |
Expanded Science Citation Index (SCIE) |
| 33 |
Journal |
2019-12-01 |
A Time Saving MVC-based Automated Journal Management System for Academia and Industry |
Fazlul Hasan Siddiqui, Md. Mostafizer Rahman and Md. Motiur Rahman |
2 |
DUET Journal; Volume 5, Issue 2, December 2019 |
Unknown |
| 34 |
Conference |
2019-09-25 |
An Efficient Approach for Selecting Initial Centroid and Outlier Detection of Data Clustering |
Md. Mostafizer Rahman and Yutaka Watanobe |
1 |
The 18th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET19), September 23-25, Kuching, Sarawak, Malaysia, 2019 |
Scopus Index |
| 35 |
Conference |
2013-11-21 |
A Modified Approach for Selecting Optimal Initial Centroids to Enhance the Performance of K-means |
Md. Mostafizer Rahman, Md.Nasim Akhtar |
1 |
1st National Conference on Intelligent Computing and Information Technology, Chittagong, Bangladesh, 2013 |
Unknown |
| 36 |
Conference |
2013-05-04 |
An Approach for Selecting Optimal Initial Centroids to Enhance the Performance of K-means |
Md Mostafizer Rahman, Md Sohrab Mahmud and Md Nasim Akhtar |
1 |
2nd International Conference on Advances in Computer and Information Technology (ACIT 2013), May 04-05, Kuala Lumpur, Malaysia, 2013 |
Scopus Index |
| 37 |
Conference |
2012-12-20 |
Improvement of K-means clustering algorithm with better initial centroids based on weighted average |
Md Sohrab Mahmud, Md Mostafizer Rahman and Md Nasim Akhtar |
2 |
2012 7th International Conference on Electrical and Computer Engineering (ICECE), 20-22 December, Dhaka, Bangladesh, 2012 |
Scopus Index |
| 38 |
Journal |
2011-12-01 |
An efficient and speedy activity model for information system based organizations |
Md. Nazrul Islam, Mahmuda Akter, M.A. Kashem and Md. Mostafizer Rahman |
4 |
Global Journal of Computer Science and Technology; Vol. 11, No. 22, pp. 53–58, Dec. 2011 |
Unknown |
| 39 |
Journal |
2010-04-01 |
Performance Evaluation of Pseudo-random Noise and Hadamard-Walsh Sequences for Hamming Code WCDMA System over AWGN and Fading Channels |
M. Mehedi Islam, M. Mahabub Hossain, M. Sazzadur Rahman and M. Mostafizer Rahman |
4 |
Bangladesh Research Publications Journal; Vol: 3, No: 4, pp: 1122-1128, March-April, 2010 |
Unknown |