Application of Genetic Programming in Software Engineering Empirical Data Modelling

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{conf/icsoft/TsakonasD08,
  author =       "Athanasios Tsakonas and Georgios Dounias",
  title =        "Application of Genetic Programming in Software
                 Engineering Empirical Data Modelling",
  booktitle =    "Proceedings of the Third International Conference on
                 Software and Data Technologies ICSOFT (PL/DPS/KE)
                 2008",
  year =         "2008",
  editor =       "Jos{\'e} Cordeiro and Boris Shishkov and 
                 Alpesh Ranchordas and Markus Helfert",
  pages =        "295--300",
  address =      "Porto, Portugal",
  month =        jul # " 5-8",
  publisher =    "INSTICC Press",
  keywords =     "genetic algorithms, genetic programming, SBSE",
  isbn13 =       "978-989-8111-51-7",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.148.5003",
  bibsource =    "DBLP, http://dblp.uni-trier.de",
  bibsource =    "OAI-PMH server at citeseerx.ist.psu.edu",
  contributor =  "CiteSeerX",
  language =     "en",
  oai =          "oai:CiteSeerXPSU:10.1.1.148.5003",
  abstract =     "Research in software engineering data analysis has
                 only recently incorporated computational intelligence
                 methodologies. Among these approaches, genetic
                 programming retains a remarkable position, facilitating
                 symbolic regression tasks. In this paper, we
                 demonstrate the effectiveness of the genetic
                 programming paradigm, in two major software engineering
                 duties, effort estimation and defect prediction. We
                 examine data domains from both the commercial and the
                 scientific sector, for each task. The proposed model is
                 proved superior to past literature works.",
}

Genetic Programming entries for Athanasios D Tsakonas Georgios Dounias

Citations