Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Automated refactoring of object-oriented code using clustering ensembles. / Bryksin, Timofey; Shpilman, Alexey; Kudenko, Daniel.
The Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018. 2018. p. 754-757.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
}
TY - GEN
T1 - Automated refactoring of object-oriented code using clustering ensembles
AU - Bryksin, Timofey
AU - Shpilman, Alexey
AU - Kudenko, Daniel
PY - 2018
Y1 - 2018
N2 - In this paper we are approaching the problem of au-tomatic refactoring detection for object-oriented sys-tems. An approach based on clustering ensembles is proposed, several heuristics to existing algorithms and to filtering and combining their results are discussed. An experimental validation of the proposed approach on an open source project is proposed. The obtained results illustrate that the introduced approach could be success-fully used to improve existing integrated development environments, providing developers with one more tool to reduce complexity of their projects.
AB - In this paper we are approaching the problem of au-tomatic refactoring detection for object-oriented sys-tems. An approach based on clustering ensembles is proposed, several heuristics to existing algorithms and to filtering and combining their results are discussed. An experimental validation of the proposed approach on an open source project is proposed. The obtained results illustrate that the introduced approach could be success-fully used to improve existing integrated development environments, providing developers with one more tool to reduce complexity of their projects.
UR - http://www.mendeley.com/research/automated-refactoring-objectoriented-code-using-clustering-ensembles
UR - https://dblp.org/db/conf/aaai/aaai2018w.html
M3 - статья в сборнике материалов конференции
SN - 9781577358015
SP - 754
EP - 757
BT - The Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018
Y2 - 2 February 2018 through 7 February 2018
ER -
ID: 35992784