Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm

Rubén Ruiz-Torrubiano; José Miguel Hernández-Lobato; Daniel Hernández-Lobato; Ángel Valle

doi:10.1007/11875581_39

Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm

Rubén Ruiz-Torrubiano, José Miguel Hernández-Lobato, Daniel Hernández-Lobato, Ángel Valle

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

Original language	English
Title of host publication	Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings
Editors	Emilio Corchado, Hujun Yin, Vicente J. Botti, Colin Fyfe
Publisher	Springer
Pages	322-329
Number of pages	8
Volume	4224
DOIs	https://doi.org/10.1007/11875581_39
Publication status	Published - 23 Sept 2006
Externally published	Yes

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer

Keywords

Combinatorial optimization
metaheuristics
Machine learning

Research fields

Machine Learning

IMC Research Focuses

Software engineering and intelligent systems

ÖFOS 2012 - Austrian Fields of Study

102032 Computational intelligence

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/11875581_39

Cite this

Ruiz-Torrubiano, R., Hernández-Lobato, J. M., Hernández-Lobato, D., & Valle, Á. (2006). Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. In E. Corchado, H. Yin, V. J. Botti, & C. Fyfe (Eds.), Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings (Vol. 4224, pp. 322-329). (Lecture Notes in Computer Science). Springer. https://doi.org/10.1007/11875581_39

Ruiz-Torrubiano, Rubén ; Hernández-Lobato, José Miguel ; Hernández-Lobato, Daniel et al. / Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings. editor / Emilio Corchado ; Hujun Yin ; Vicente J. Botti ; Colin Fyfe. Vol. 4224 Springer, 2006. pp. 322-329 (Lecture Notes in Computer Science).

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title = "Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm",

keywords = "Combinatorial optimization, metaheuristics, Machine learning",

author = "Rub{\'e}n Ruiz-Torrubiano and Hern{\'a}ndez-Lobato, {Jos{\'e} Miguel} and Daniel Hern{\'a}ndez-Lobato and {\'A}ngel Valle",

year = "2006",

month = sep,

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doi = "10.1007/11875581_39",

language = "English",

volume = "4224",

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editor = "Emilio Corchado and Hujun Yin and Botti, {Vicente J.} and Colin Fyfe",

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Ruiz-Torrubiano, R, Hernández-Lobato, JM, Hernández-Lobato, D & Valle, Á 2006, Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. in E Corchado, H Yin, VJ Botti & C Fyfe (eds), Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings. vol. 4224, Lecture Notes in Computer Science, Springer, pp. 322-329. https://doi.org/10.1007/11875581_39

Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. / Ruiz-Torrubiano, Rubén; Hernández-Lobato, José Miguel; Hernández-Lobato, Daniel et al.
Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings. ed. / Emilio Corchado; Hujun Yin; Vicente J. Botti; Colin Fyfe. Vol. 4224 Springer, 2006. p. 322-329 (Lecture Notes in Computer Science).

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

TY - GEN

T1 - Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm

AU - Ruiz-Torrubiano, Rubén

AU - Hernández-Lobato, José Miguel

AU - Hernández-Lobato, Daniel

AU - Valle, Ángel

PY - 2006/9/23

Y1 - 2006/9/23

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KW - metaheuristics

KW - Machine learning

U2 - 10.1007/11875581_39

DO - 10.1007/11875581_39

M3 - Conference contribution

VL - 4224

T3 - Lecture Notes in Computer Science

SP - 322

EP - 329

BT - Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings

A2 - Corchado, Emilio

A2 - Yin, Hujun

A2 - Botti, Vicente J.

A2 - Fyfe, Colin

PB - Springer

ER -

Ruiz-Torrubiano R, Hernández-Lobato JM, Hernández-Lobato D, Valle Á. Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. In Corchado E, Yin H, Botti VJ, Fyfe C, editors, Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings. Vol. 4224. Springer. 2006. p. 322-329. (Lecture Notes in Computer Science). doi: 10.1007/11875581_39