COINSE Laboratory

Computational Intelligence for Software Engineering Laboratory

We optimise and improve software through the use of machine intelligence.

Latest Publications

  1. Papadakis, M., Shin, D., Yoo, S., & Bae, D.-H. (2018). Are Mutation Scores Correlated with Real Fault Detection? A Large Scale Empirical study on the Relationship Between Mutants and Real Faults. In Proceedings of the 40th International Conference on Software Engineering (pp. 537–548). [pdf] [bibtex]
      @inproceedings{Papadakis2018hi,
      author = {Papadakis, Mike and Shin, Donghwan and Yoo, Shin and Bae, Doo-Hwan},
      booktitle = {Proceedings of the 40th International Conference on Software Engineering},
      date-added = {2018-02-19 06:31:40 +0000},
      date-modified = {2018-07-29 13:20:36 +0900},
      month = may,
      pages = {537-548},
      series = {ICSE 2018},
      title = {Are Mutation Scores Correlated with Real Fault Detection? A Large Scale Empirical study on the Relationship Between Mutants and Real Faults},
      year = {2018}
    }
    
    
  2. Choi, K., Sohn, J., & Yoo, S. (2018). Learning Fault Localisation for Both Humans and Machines using Multi-Objective GP. In Proceedings of the 10th International Symposium on Search Based Software Engineering (pp. 349–355). [pdf] [bibtex]
      @inproceedings{Choi2018aa,
      author = {Choi, Kabdo and Sohn, Jeongju and Yoo, Shin},
      booktitle = {Proceedings of the 10th International Symposium on Search Based Software Engineering},
      date-added = {2018-09-08 17:56:07 +0200},
      date-modified = {2018-09-08 17:56:07 +0200},
      pages = {349--355},
      series = {SSBSE 2018},
      title = {Learning Fault Localisation for Both Humans and Machines using {M}ulti-{O}bjective {GP}},
      year = {2018}
    }
    
    
  3. Kim, J., Epitropakis, M. G., & Yoo, S. (2018). Learning Without Peeking: Secure Multi-Party Computation Genetic Programming. In Proceedings of the 10th International Symposium on Search Based Software Engineering (pp. 246–261). [pdf] [bibtex]
      @inproceedings{Kim2018aa,
      author = {Kim, Jinhan and Epitropakis, Michael G. and Yoo, Shin},
      booktitle = {Proceedings of the 10th International Symposium on Search Based Software Engineering},
      date-added = {2018-09-08 17:56:07 +0200},
      date-modified = {2018-09-08 17:56:07 +0200},
      journal = {Proceedings of},
      pages = {246--261},
      series = {SSBSE 2018},
      title = {Learning Without Peeking: Secure Multi-Party Computation Genetic Programming},
      year = {2018}
    }
    
    
  4. Kim, J., Kwon, M., & Yoo, S. (2018). Generating Test Input with Deep Reinforcement Learning. In Proceedings of International Workshop on Search Based Software Testing (pp. 51–58). [pdf] [bibtex]
      @inproceedings{Kim2018er,
      author = {Kim, Junhwi and Kwon, Minhyuk and Yoo, Shin},
      booktitle = {Proceedings of International Workshop on Search Based Software Testing},
      date-added = {2018-03-07 01:51:03 +0000},
      date-modified = {2018-07-29 13:27:50 +0900},
      pages = {51-58},
      series = {SBST 2018},
      title = {Generating Test Input with Deep Reinforcement Learning},
      year = {2018}
    }
    
    
  5. An, G., Kim, J., & Yoo, S. (2018). Comparing Line and AST Granularity Level for Program Repair using PyGGI. In Proceedings of the 4th Genetic Improvement Workshop, to appear. [bibtex]
      @inproceedings{An2018to,
      author = {An, Gabin and Kim, Jinhan and Yoo, Shin},
      booktitle = {Proceedings of the 4th Genetic Improvement Workshop, to appear},
      date-added = {2018-03-07 01:50:03 +0000},
      date-modified = {2018-03-07 01:50:03 +0000},
      series = {GI@ICSE 2018},
      title = {Comparing Line and AST Granularity Level for Program Repair using PyGGI},
      year = {2018}
    }
    
    
  6. You, B., Kim, J., Kwon, M., McMinn, P., & Yoo, S. (2018). C 언어 테스트 입력 생성에 대한 CAVM, Austin, CodeScroll의 비교 및 분석. In Proceedings of the 20th Korea Conference on Software Engineering (pp. 14–22). [pdf] [bibtex]
      @inproceedings{You2018ab,
      author = {You, Byeonghyeon and Kim, Junhwi and Kwon, Minhyuk and {McMinn}, Phil and Yoo, Shin},
      booktitle = {Proceedings of the 20th Korea Conference on Software Engineering},
      date-added = {2018-02-19 06:33:09 +0000},
      date-modified = {2018-07-29 13:32:14 +0900},
      number = {1},
      pages = {14--22},
      series = {KCSE 2018},
      title = {C 언어 테스트 입력 생성에 대한 {CAVM}, {A}ustin, {C}ode{S}croll의 비교 및 분석},
      year = {2018}
    }
    
    
  7. An, G., Kim, J., Lee, S., & Yoo, S. (2017). PyGGI: Python General framework for Genetic Improvement. In Proceedings of Korea Software Congress. [bibtex]
      @inproceedings{An2017aa,
      author = {An, Gabin and Kim, Jinhan and Lee, Seongmin and Yoo, Shin},
      booktitle = {Proceedings of Korea Software Congress},
      date-added = {2018-02-19 06:35:29 +0000},
      date-modified = {2018-02-19 06:37:50 +0000},
      month = dec,
      series = {KSC 2017},
      title = {{PyGGI}: {P}ython {G}eneral framework for {G}enetic {I}mprovement},
      year = {2017}
    }