Search results
- 1.0579589 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Neruda, Roman - Figueroa-Garcia, J.C.
Feature Selection for Performance Estimation of Machine Learning Workflows.
International Conference on Information Technology and Systems: ICITS 2023, Volume 1. Cham: Springer, 2023 - (Rocha, A.; Ferrás, C.; Ibarra, W.), s. 351-359. Lecture Notes in Networks and Systems, 691. ISBN 978-3-031-33257-9. ISSN 2367-3370.
[ICITS 2023: International Conference on Information Technology and Systems /6./. Cusco (PE), 24.04.2023-26.04.2023]
Institutional support: RVO:67985807
Keywords : Auto-ML * Machine learning * Performance estimation
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://doi.org/10.1007/978-3-031-33258-6_33
Permanent Link: https://hdl.handle.net/11104/0348401 - 2.0099286 - ÚTIA 2010 RIV PT eng C - Conference Paper (international conference)
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Are Better Feature Selection Methods Actually Better? Discussion, Reasoning and Examples.
[Jsou lepší metody výběru příznaků skutečně lepší? Diskuse, Úvahy, Příklady.]
Proceedings of the International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2008. Madeira: INSTICC Press, 2008, s. 246-253. ISBN 978-989-8111-16-6.
[International Conference on Health Informatics. Funchal Madeira (PT), 28.01.2008-31.01.2008]
R&D Projects: GA ČR GA102/07/1594; GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * performance estimation * classification accuracy
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2008/RO/somol-are better feature selection methods actually better discussion, reasoning and examples.pdf
Permanent Link: http://hdl.handle.net/11104/0157947 - 3.0085720 - ÚTIA 2008 CZ eng V - Research Report
Somol, Petr - Novovičová, Jana
Does It Make Sense to Develop New Feature Selection Methods?.
[Má smysl vyvíjet nové metody výběru příznaků?]
Praha: ÚTIA AV ČR, 2007. 11 s. Research Report, 2193.
R&D Projects: GA MŠMT(CZ) 2C06019; GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * search methods * performance estimation * classification accuracy
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0148168