A Boosting Approach to Constructing an Ensemble Stack

Zhilei Zhou; Ziyu Qiu; Brad Niblett; Andrew Johnston; Jeffrey Schwartzentruber; Nur Zincir-Heywood; Malcolm I. Heywood

doi:10.1007/978-3-031-29573-7_9

A Boosting Approach to Constructing an Ensemble Stack

Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood

Biochemistry, Genetics and Molecular Biology

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

1 Citation (Scopus)

Original language	English
Title of host publication	Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings
Editors	Gisele Pappa, Mario Giacobini, Zdenek Vasicek
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	133-148
Number of pages	16
ISBN (Print)	9783031295720
DOIs	https://doi.org/10.1007/978-3-031-29573-7_9
Publication status	Published - 2023
Event	6th European Conference on Genetic Programming, EuroGP 2023 held as part of EvoStar 2023 - Brno, Czech Republic Duration: Apr 12 2023 → Apr 14 2023

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13986 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	6th European Conference on Genetic Programming, EuroGP 2023 held as part of EvoStar 2023
Country/Territory	Czech Republic
City	Brno
Period	4/12/23 → 4/14/23

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Boosting
Genetic Programming
Stacking

Access to Document

10.1007/978-3-031-29573-7_9

Cite this

Zhou, Z., Qiu, Z., Niblett, B., Johnston, A., Schwartzentruber, J., Zincir-Heywood, N., & Heywood, M. I. (2023). A Boosting Approach to Constructing an Ensemble Stack. In G. Pappa, M. Giacobini, & Z. Vasicek (Eds.), Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings (pp. 133-148). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13986 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-29573-7_9

A Boosting Approach to Constructing an Ensemble Stack. / Zhou, Zhilei; Qiu, Ziyu; Niblett, Brad et al.
Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings. ed. / Gisele Pappa; Mario Giacobini; Zdenek Vasicek. Springer Science and Business Media Deutschland GmbH, 2023. p. 133-148 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13986 LNCS).

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

Zhou, Z, Qiu, Z, Niblett, B, Johnston, A, Schwartzentruber, J, Zincir-Heywood, N & Heywood, MI 2023, A Boosting Approach to Constructing an Ensemble Stack. in G Pappa, M Giacobini & Z Vasicek (eds), Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13986 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 133-148, 6th European Conference on Genetic Programming, EuroGP 2023 held as part of EvoStar 2023, Brno, Czech Republic, 4/12/23. https://doi.org/10.1007/978-3-031-29573-7_9

Zhou Z, Qiu Z, Niblett B, Johnston A, Schwartzentruber J, Zincir-Heywood N et al. A Boosting Approach to Constructing an Ensemble Stack. In Pappa G, Giacobini M, Vasicek Z, editors, Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2023. p. 133-148. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-29573-7_9

Zhou, Zhilei ; Qiu, Ziyu ; Niblett, Brad et al. / A Boosting Approach to Constructing an Ensemble Stack. Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings. editor / Gisele Pappa ; Mario Giacobini ; Zdenek Vasicek. Springer Science and Business Media Deutschland GmbH, 2023. pp. 133-148 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{bcdf597e1b9f4ff6ad3811d0205b9192,

title = "A Boosting Approach to Constructing an Ensemble Stack",

keywords = "Boosting, Genetic Programming, Stacking",

author = "Zhilei Zhou and Ziyu Qiu and Brad Niblett and Andrew Johnston and Jeffrey Schwartzentruber and Nur Zincir-Heywood and Heywood, {Malcolm I.}",

note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 6th European Conference on Genetic Programming, EuroGP 2023 held as part of EvoStar 2023 ; Conference date: 12-04-2023 Through 14-04-2023",

year = "2023",

doi = "10.1007/978-3-031-29573-7_9",

language = "English",

isbn = "9783031295720",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "133--148",

editor = "Gisele Pappa and Mario Giacobini and Zdenek Vasicek",

booktitle = "Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings",

address = "Germany",

}

TY - GEN

T1 - A Boosting Approach to Constructing an Ensemble Stack

AU - Zhou, Zhilei

AU - Qiu, Ziyu

AU - Niblett, Brad

AU - Johnston, Andrew

AU - Schwartzentruber, Jeffrey

AU - Zincir-Heywood, Nur

AU - Heywood, Malcolm I.

PY - 2023

Y1 - 2023

KW - Boosting

KW - Genetic Programming

KW - Stacking

UR - http://www.scopus.com/inward/record.url?scp=85152566926&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85152566926&partnerID=8YFLogxK

U2 - 10.1007/978-3-031-29573-7_9

DO - 10.1007/978-3-031-29573-7_9

M3 - Conference contribution

AN - SCOPUS:85152566926

SN - 9783031295720

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 133

EP - 148

BT - Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Proceedings

A2 - Pappa, Gisele

A2 - Giacobini, Mario

A2 - Vasicek, Zdenek

PB - Springer Science and Business Media Deutschland GmbH

T2 - 6th European Conference on Genetic Programming, EuroGP 2023 held as part of EvoStar 2023

Y2 - 12 April 2023 through 14 April 2023

ER -