Search results
- 1.0348726 - ÚTIA 2011 RIV US eng J - Journal Article
Somol, Petr - Novovičová, Jana
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality.
IEEE Transactions on Pattern Analysis and Machine Intelligence. Roč. 32, č. 11 (2010), s. 1921-1939. ISSN 0162-8828. E-ISSN 1939-3539
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0593; GA ČR GA102/07/1594
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * feature stability * stability measures * similarity measures * sequential search * individual ranking * feature subset-size optimization * high dimensionality * small sample size
Subject RIV: BD - Theory of Information
Impact factor: 5.027, year: 2010
http://library.utia.cas.cz/separaty/2010/RO/somol-0348726.pdf
Permanent Link: http://hdl.handle.net/11104/0189168 - 2.0086648 - ÚI 2008 RIV NL eng J - Journal Article
Duintjer Tebbens, Jurjen - Schlesinger, P.
Improving Implementation of Linear Discriminant Analysis for the High Dimension/Small Sample Size Problem.
[Vylepšení implementace lineární diskriminační analýzy pro high dimension/small sample size problem.]
Computational Statistics and Data Analysis. Roč. 52, č. 1 (2007), s. 423-437. ISSN 0167-9473. E-ISSN 1872-7352
R&D Projects: GA AV ČR 1ET400300415; GA MŠMT LC536
Institutional research plan: CEZ:AV0Z10300504
Keywords : linear discriminant analysis * numerical aspects of FLDA * small sample size problem * dimension reduction * sparsity
Subject RIV: BA - General Mathematics
Impact factor: 1.029, year: 2007
Permanent Link: http://hdl.handle.net/11104/0148854 - 3.0042767 - ÚI 2007 IT eng A - Abstract
Duintjer Tebbens, Jurjen - Schlesinger, P.
Implementationsl Aspects of linear Discriminant Analysis for Classification Tasks.
Numerical Linear Algebra in Signals and Systems. Bari: Instituto Nazionale di Alta Matematica, 2006. s. 23-23.
[Numerical Linear Algebra in Signals and Systems. International Workshop. 11.09.2006-15.09.2006, Bari]
R&D Projects: GA AV ČR 1ET400300415; GA MŠMT LC536
Institutional research plan: CEZ:AV0Z10300504
Keywords : linear discriminant analysis * sparsity * small sample size problem * dimension reduction
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0135929 - 4.0032341 - ÚI 2007 CZ eng K - Conference Paper (Czech conference)
Duintjer Tebbens, Jurjen - Schlesinger, P.
Efficient Implementation of Optimal Linear Discriminant Analysis.
Modelling and Simulation of Challenging Engineering Problems. Prague: Institute of Computer Science, 2006, s. 29-32.
[SNA '06. Seminar on Numerical Analysis. Monínec (CZ), 16.01.2006-20.01.2006]
Institutional research plan: CEZ:AV0Z10300504
Keywords : linear discriminant analysis * sparsity * small sample size problem * dimension reduction
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0132881