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Title:RF+clust for leave-one-problem-out performance prediction
Authors:ID Nikolikj, Ana (Author)
ID Doerr, Carola (Author)
ID Eftimov, Tome, Institut Jožef Stefan (Author)
Files:URL URL - Source URL, visit https://link.springer.com/chapter/10.1007/978-3-031-30229-9_19
 
.pdf PDF - Presentation file, download (4,47 MB)
MD5: 61CC52779C753EC060349E950DC829C9
 
Language:English
Typology:1.08 - Published Scientific Conference Contribution
Organization:Logo IJS - Jožef Stefan Institute
Keywords:algorithm performance prediction, automated machine learning, zero-shot learning, black-box optimization
Publication status:Published
Publication version:Author Accepted Manuscript
Publication date:09.04.2023
Publisher:Springer Nature
Year of publishing:2023
Number of pages:Str. 285-301
Source:Švica
PID:20.500.12556/DiRROS-16880 New window
UDC:004.8
DOI:10.1007/978-3-031-30229-9_19 New window
COBISS.SI-ID:153573891 New window
Copyright:© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
Note:Nasl. z nasl. zaslona; Opis vira z dne 26. 5. 2023;
Publication date in DiRROS:30.08.2023
Views:921
Downloads:402
Metadata:XML DC-XML DC-RDF
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NIKOLIKJ, Ana, DOERR, Carola and EFTIMOV, Tome, 2023, RF+clust for leave-one-problem-out performance prediction. In : Applications of evolutionary computation [online]. Published Scientific Conference Contribution. Cham : Springer Nature. 2023. p. 285–301. [Accessed 7 April 2025]. Retrieved from: https://dirros.openscience.si/IzpisGradiva.php?lang=eng&id=16880
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Record is a part of a monograph

Title:Applications of evolutionary computation : 26th European Conference, EvoApplications 2023, held as part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023,
Editors:João Correia, Stephen Smith, Raneem Qaddoura
Place of publishing:Cham
Publisher:Springer
Year of publishing:2023
ISBN:978-3-031-30229-9
COBISS.SI-ID:150229507 New window
Collection title:Lecture notes in computer science
Collection numbering:13989
Collection ISSN:1611-3349

Document is financed by a project

Funder:ARRS - Slovenian Research Agency
Project number:P2-0098
Name:Računalniške strukture in sistemi
Funder:ARRS - Slovenian Research Agency
Project number:N2-0239
Name:Učenje predstavitev pokrajin za razlago kakovosti stohastičnih optimizacijskih algoritmov
Funder:ARRS - Slovenian Research Agency
Project number:J2-4460
Name:Auto-OPT: Avtomatizirana izbira in konfiguracija eno-kriterijskih zveznih optimizacijskih algoritmov

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