AI-Powered Software Engineering (SELab)

@ HanKyong National University (HKNU)

International Journals

  • Hui Liu, Geunseok Yang*, "Sentiment Analysis in Bug Reports: Identifying Urgent Issues Based on Developer and User Sentiments", In IEEE Access, 2024 (SCIE) (to be submitted) [Q1, IF: 3.476]
  • Geunseok Yang*, "Innovative Duplicate Detection through Enhanced Correlation Analysis of Duplicate Instances", In Computational Intelligence, 2024 (SCIE) (to be submitted) [Q1, IF: 3.019]
  • Jinfeng Ji, Geunseok Yang*, "Are Security Bug Reports More Severe Than Non-Security Bugs?: An Empirical Analysis", In IEEE Access, 2024 (SCIE) (to be submitted) [Q1, IF: 3.476]
  • Geunseok Yang*, "Integrating AutoEncoder and Enhanced Similarity Learning for Automated Program Repair", In Information Systems Journal, 2024 (SCIE) (Under Review) [Q1, IF: 7.921]
  • Geunseok Yang*, "Enhanced Bug Priority Prediction via Priority-Sensitive LSTM-Attention Mechanism", In Computational Intelligence, 2024 (SCIE) (Under Review) [Q1, IF: 3.019]
  • Jinfeng Ji, Geunseok Yang*, "The Negligible Impact of Stop Words on Software Bug Report Analysis: Duplicate Detection, Severity, and Priority Prediction in Open-Source Projects", In IEEE Access, 2024 (SCIE) (1st revision) [Q1, IF: 3.476]
  • Geunseok Yang*, "Novel Bug Localization through Similarity-Enhanced LSTM-Attention Networks", In Information Systems Journal, 2024 (SCIE) (Under Review) [Q1, IF: 7.921]
  • Geunseok Yang*, "Utilizing Advanced Developer-Centric Feature Selection Techniques for Optimal Developer Recommendation", In Computational Intelligence, 2024 (SCIE) (Under Review) [Q1, IF: 3.019]
  • Taemin Kim, Geunseok Yang*, "Predicting Duplicate in Bug Report Using Topic-based Duplicate Learning with Fine Tuning-based BERT Algorithm", In IEEE Access, Vol. 10, pp. 129666-129675, 2022 (SCIE) [Q1, IF: 3.367]
  • JeongMin Jang, Geunseok Yang*, "A Bug Triage Technique using Developer-based Feature Selection and CNN-LSTM Algorithm", In Applied Sciences, Vol. 12, No. 18, pp. 1-18, 2022 (SCIE) [Q2, IF: 3.021]
  • JungYeon Kim, Geunseok Yang*, "Bug Severity Prediction Algorithm using Topic-based Feature Selection and CNN-LSTM Algorithm", In IEEE Access, Vol. 10, pp. 94643-94651, 2022 (SCIE) [Q1, IF: 3.367]
  • Geunseok Yang, Byungjeong Lee*, "Utilizing Topic-Based Similar Commit Information and CNN-LSTM Algorithm for Bug Localization", In Symmetry, Vol. 13, No. 3, pp. 406-423, 2021 (SCIE) [Q2, IF: 2.645]
  • Geunseok Yang, Tao Zhang, Byungjeong Lee*, "An Emotion Similarity based Severity Prediction of Software Bugs: A Case Study of Open Source Projects", In IEICE Trans. on Information and Systems, Vol. E101, Issue. 8, pp. 2015-2026, 2018 (SCIE) [Q4, IF: 0.449]
  • Geunseok Yang, Youngjun Jeong, Kyeongsic Min, Jung-won Lee, Byungjeong Lee*, "Applying Genetic Programming with Similar Bug Fix Information to Automatic Fault Repair", In Symmetry, Vol. 10, No. 4, pp. 92-104, 2018 (SCIE) [Q2, IF: 2.143]
  • Kwanghue Jin, Amarmend Dashbalbar, Geunseok Yang, Byungjeong Lee*, Jung-Won Lee, "Improving Predictions about Bug Severity by Utilizing Bugs Classified as Normal", In Journal of Contemporary Engineering Sciences, Vol. 9, no. 19, pp. 933 - 942, Aug. 2016.
  • Tao Zhang, Geunseok Yang, Byungjeong Lee*, Alvin T. S. Chan, "Guiding Bug Triage through Developer Analysis in Bug Reports", In International Journal of Software Engineering and Knowledge Engineering, Vol. 26, No. 03, pp. 405-431, 2016 (SCIE) [Q3, IF: 0.299]
  • Tao Zhang, Jiachi Chen, Geunseok Yang, Byungjeong Lee, Xiapu Luo*, "Towards More Accurate Severity Prediction and Fixer Recommendation of Software Bugs", In Journal of Systems and Software, Vol. 117, pp. 166-184, 2016 (SCI) [Q1, IF: 2.444]

Domestic Journals

No Domestic Data Found for 2024

  • 김언태, 양근석*, 정인홍, "버그 리포트의 다중 토픽 분석과 CNN 알고리즘을 활용한 버그 심각도 예측 방법", 정보과학회논문지 : 소프트웨어 및 응용, 2023 (KCI), Vol. 50, No. 11, pp. 954-965, 2023
  • 양근석, 이병정, "소프트웨어 버그 정정에 SeqGAN 알고리즘을 적용", 인터넷정보학회논문지, Vol. 21, No. 5, pp. 129-137, 2020 (KCI)
  • Geunseok Yang, Kyeongsic Min, Jung-won Lee, Byungjeong Lee*, "Applying Topic Modeling and Similarity for Predicting Bug Severity in Cross Projects", In Journal of KSII Transactions on Internet and Information Systems (TIIS 2019), Vol. 21, No. 9, pp. 616-621, 2019 (SCIE) [Q4, IF: 0.648]
  • 양근석, 이병정*, "토픽 모델과 버그 리포트 메타 필드를 이용한 버그 심각도 예측 방법", 정보과학회 컴퓨팅의 실제 논문지 Vol. 21, No. 9, pp. 616-621, 2015 (KCI)
  • 양근석, 장도, 이병정*, "토픽 모델과 소셜 네트워크를 이용한 개발자 추천방법", 정보과학회논문지 : 소프트웨어 및 응용 Vol. 41, No. 8, pp. 557-568, 2014 (KCI)
  • 양근석, 장도, 이병정*, "버그 정정 관리에 데이터 마이닝 적용", 정보과학회지 Vol. 31, No. 10, pp. 16-22, 2013 (KSCI)

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