A bootstrapping approach to reduce over-fitting in genetic programming

Jeannie Fitzgerald; R. Muhammad Atif Azad; Conor Ryan

doi:10.1145/2464576.2482690

A bootstrapping approach to reduce over-fitting in genetic programming

Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan

University of Limerick

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

25 Citations (SciVal)

Original language	English
Title of host publication	GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion
Pages	1113-1120
Number of pages	8
DOIs	https://doi.org/10.1145/2464576.2482690
Publication status	Published (VoR) - 2013
Event	15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013 - Amsterdam, Netherlands Duration: 6 Jul 2013 → 10 Jul 2013

Publication series

Name	GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

Conference

Conference	15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013
Country/Territory	Netherlands
City	Amsterdam
Period	6/07/13 → 10/07/13

Keywords

Binary classification
Generalisation
Genetic programming

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10.1145/2464576.2482690

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Fitzgerald, J., Muhammad Atif Azad, R., & Ryan, C. (2013). A bootstrapping approach to reduce over-fitting in genetic programming. In GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion (pp. 1113-1120). (GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion). https://doi.org/10.1145/2464576.2482690

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title = "A bootstrapping approach to reduce over-fitting in genetic programming",

keywords = "Binary classification, Generalisation, Genetic programming",

author = "Jeannie Fitzgerald and {Muhammad Atif Azad}, R. and Conor Ryan",

year = "2013",

doi = "10.1145/2464576.2482690",

language = "English",

isbn = "9781450319645",

series = "GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion",

pages = "1113--1120",

booktitle = "GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion",

note = "15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013 ; Conference date: 06-07-2013 Through 10-07-2013",

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Fitzgerald, J, Muhammad Atif Azad, R & Ryan, C 2013, A bootstrapping approach to reduce over-fitting in genetic programming. in GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion. GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion, pp. 1113-1120, 15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013, Amsterdam, Netherlands, 6/07/13. https://doi.org/10.1145/2464576.2482690

A bootstrapping approach to reduce over-fitting in genetic programming. / Fitzgerald, Jeannie; Muhammad Atif Azad, R.; Ryan, Conor.
GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion. 2013. p. 1113-1120 (GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - A bootstrapping approach to reduce over-fitting in genetic programming

AU - Fitzgerald, Jeannie

AU - Muhammad Atif Azad, R.

AU - Ryan, Conor

PY - 2013

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KW - Binary classification

KW - Generalisation

KW - Genetic programming

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SP - 1113

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BT - GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

T2 - 15th Annual Conference on Genetic and Evolutionary Computation, GECCO 2013

Y2 - 6 July 2013 through 10 July 2013

ER -

A bootstrapping approach to reduce over-fitting in genetic programming

Publication series

Conference

Keywords

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