Collaborating researcher: Eun-Hye Choi

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Affiliation

  • Senior Research Scientist, National Institute of Advanced Industrial Science and Technology (AIST)
  • Web page

Interested Topics

  • Software engineering (Testing, Verification, Specification)
    • Combinatorial Testing, Prioritized Testing, Fault Localization
    • Test Modeling and Analysis by Mining Software Repository

Collaborating research works

  • Full publication list is found here.
  • Masanari Kondo, Daniel German, Osamu Mizuno, and Eun-Hye Choi, "The Impact of Context Lines on Just-In-Time Defect Prediction," Empirical Software Engineering, (accepted, to appear). (JCR: 2.933)
  • Kinari Nishiura, Eun-Hye Choi, Osamu Mizuno, "ロジスティック回帰分析を利用した組み合わせテスト結果からの不具合誘発パラメータ組み合わせ特定法の改善," ソフトウェア信頼性研究会ワークショップ(FORCE2018), December 2018. (千葉工業大学)
  • Kinari Nishiura, Eun-Hye Choi, Osamu Mizuno, "機械学習による不具合組み合わせ特定への自動分類法の提案と評価," 情報処理学会論文誌, 59(4), pp. 1215-1224, April 2018.
  • Masanari Kondo, Keita Mori, Osamu Mizuno, Eun-Hye Choi, "Just-In-Time Defect Prediction Applying Deep Learning to Source Code Changes," 情報処理学会論文誌, 59(4), pp. 1250-1261, April 2018.
  • Masanari Kondo, Keita Mori, Osamu Mizuno, Eun-Hye Choi, "Specially Selected Paper: Just-In-Time Defect Prediction Applying Deep Learning to Source Code Changes," Trans. of Information Processing Society of Japan, 59(4), pp. 1250-1261, April 2018.
  • Masanari Kondo, Keita Mori, Osamu Mizuno, Eun-Hye Choi, "善吾賞: 深層学習による不具合混入コミットの予測と評価（SES2017発表論文）," NPO法人 ASTER, March 2018.
  • Masanari Kondo, Osamu Mizuno, and Eun-Hye Choi, "Causal-Effect Analysis Using Bayesian Lingam Comparing with Correlation Analysis in Function Point Metrics and Effort," International Journal of Mathematical, Engineering and Management Sciences (IJMEMS), 3(2), 90–112, 2018.
  • Kinari Nishiura, Eun-Hye Choi, Osamu Mizuno, "機械学習による不具合組み合わせ特定への自動分類法の提案と評価," ソフトウェアエンジニアリングシンポジウム2017論文集 (SES2017) , pp. 25-34, August 2017. (東京都)
  • Masanari Kondo, Keita Mori, Osamu Mizuno, Eun-Hye Choi, "深層学習による不具合混入コミットの予測と評価," ソフトウェアエンジニアリングシンポジウム2017論文集 (SES2017) , pp. 35-44, August 2017. (東京都)
  • Kinari Nishiura, Eun-Hye Choi, Osamu Mizuno, "学生奨励賞: 機械学習による不具合組み合わせ特定への自動分類法の提案と評価," ソフトウェアエンジニアリングシンポジウム2017 (SES2017), August 2017.
  • Masanari Kondo, Keita Mori, Osamu Mizuno, Eun-Hye Choi, "最優秀論文賞: 深層学習による不具合混入コミットの予測と評価," ソフトウェアエンジニアリングシンポジウム2017 (SES2017), August 2017.
  • Kinari Nishiura, Eun-Hye Choi, and Osamu Mizuno, "Improving Faulty Interaction Localization Using Logistic Regression," In Proc. of the 2017 IEEE International Conference on Software Quality, Reliability & Security (QRS2017), pp. 138-149, July 2017. (Acceptance rate: 25.77%)
  • Mingyue Jiang, Tsong Yueh Chen, Fei-Ching Kuo, Zuohua Ding, Eun-Hye Choi, and Osamu Mizuno, "A Revisit of the Integration of Metamorphic Testing and Test Suite Based Automated Program Repair," In Proc. of 2017 IEEE/ACM 2nd International Workshop on Metamorphic Testing (MET2017) (In conjunction with ICSE2017), pp. 14-20, May 2017. (Acceptance rate: 83.3%)
  • Yoshiyuki Harada, Yoriyuki Yamagata, Osamu Mizuno, and Eun-Hye Choi, "Log-Based Anomaly Detection of CPS Using a Statistical Method," In Proc. of the 8th IEEE International Workshop on Empirical Software Engineering in Practice (IWESEP2017), pp. 1-6, March 2017. (Tokyo, Japan) (Acceptance rate: 62.5%, 10/16)
  • Eun-Hye Choi, Tsuyoshi Fujiwara, and Osamu Mizuno, "Weighting for Combinatorial Testing by Bayesian Inference," In Proc. of 10th IEEE International Conference on Software Testing Verification and Validation Workshop (ICST2017), Posters track, pp. 189-191, March 2017.
  • Yoshiyuki Harada, Yoriyuki Yamagata, Osamu Mizuno, and Eun-Hye Choi, "Best Paper Award: a Log-Based Anomaly Detection of Cps Using a Statistical Method," In the 8th IEEE International Workshop on Empirical Software Engineering in Practice (IWESEP2017), March 2017.
  • Eun-Hye Choi and Osamu Mizuno, "Towards Quality Improvement and Analysis of Combinatorial Testing," In IPSJ/SIGSE Winter Workshop 2017 in Hida-Takayama (WWS2017), pp. 13-14, January 2017.
  • Kinari Nishiura, Eun-Hye Choi, Osamu Mizuno, "Fault Localization of Combinatorial Testing with Logistic Regression," FOSEソフトウェア工学の基礎研究会(FOSE2016), pp. 243-244, December 2016.
  • Kinari Nishiura, Eun-Hye Choi, Osamu Mizuno, "機械学習を用いた不具合組合せ特定法の提案," ソフトウェア信頼性研究会ワークショップ (FORCE2016), December 2016.
  • Eun-Hye Choi, Osamu Mizuno, and Yifan Hu, "Code Coverage Analysis of Combinatorial Testing," In Proc. of 4th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2016), pp. 34-40, December 2016. (Hamilton, New Zealand)
  • Eun-Hye Choi, Cyrille Artho, Takashi Kitamura, Osamu Mizuno, and Akihisa Yamada, "Distance-Integrated Combinatorial Testing," In Proc. of 27th International Symposium on Software Reliability Engineering (ISSRE2016), pp. 93-104, October 2016. (Ottawa, Canada) (Acceptance rate: 35%, 45/130)
  • Eun-Hye Choi, Shunya Kawabata, Osamu Mizuno, Cyrille Artho, and Takashi Kitamura, "Test Effectiveness Evaluation of Prioritized Combinatorial Testing: a Case Study," In Proc. of the 2016 IEEE International Conference on Software Quality, Reliability & Security (QRS2016), pp. 61-68, August 2016. (Vienna, Austria) (Acceptance rate: 43%, 48/111)
  • Yukiya Uneno, Osamu Mizuno, and Eun-Hye Choi, "Using a Distributed Representation of Words in Localizing Relevant Files for Bug Reports," In Proc. of the 2016 IEEE International Conference on Software Quality, Reliability & Security (QRS2016), pp. 183-190, August 2016. (Vienna, Austria) (Acceptance rate: 43%, 48/111)
  • Shunya Kawabata, Eun-Hye Choi, Osamu Mizuno, "A Prioritization of Combinatorial Testing Using Bayesian Inference," 電子情報通信学会技術研究報告, 115(SS2015-95), pp. 115-120, March 2016. (宮古島市, 沖縄県)
  • Yukiya Uneno, Osamu Mizuno, Eun-hye Choi, "Using Word2vec in Localizing Relevant Files for Bug Reports," 電子情報通信学会技術研究報告, 115(SS2015-85), pp. 55-60, March 2016. (宮古島市, 沖縄県)
  • Eun-Hye Choi, Hideaki Nishihara, Takahiro Ando, Nguyen Van Tang, Masahiro Aoki, Keiichi Yoshisaka, Osamu Mizuno, and Hitoshi Osaki, "Formal Specification Based Automatic Test Generation for Embedded Network Systems," Journal of Applied Mathematics, 2014(Article ID 909762), 21pages, May 2014. (JCR: 0.834 )
  • Takahiro Ando, Shinji Kawasaki, Eun-Hye Choi, Hideaki Nishihara, Masahiro Aoki, Keiichi Yoshioka, Keisuke Shimatani, Munekazu Furuichi, and Osamu Mizuno, "Development of Formal Model Based Test -- Toward Automatic Testing Framework for Embedded Systems --," In Proc. of 22nd International Symposium on Software Reliability Engineering (ISSRE2011), Supplemental proceedings, 4-4, November 2011. (Hiroshima, Japan)
  • Eun-Hye Choi, Takahiro Ando, Hideaki Nishihara, Masahiro Aoki, Keiichi Yoshisaka, Takao Sonoda, Shouichi Hasuike, and Osamu Mizuno, "Sens - Specification Language for Embedded Network Systems - Toward Automatic Test Generation (Preliminary Version)," PS-2011-002, Collaborative Research Team for Verification and Specification, National Institute of Advanced Industrial Science and Technology, August 2011.