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Kernel PCA feature extraction of event-related potentials for human signal detection task

Názov	Kernel PCA feature extraction of event-related potentials for human signal detection task
Autor	Rosipal Roman 1969 ^SCOPUS ^RID ^ORCID
Spoluautori	Girolami M.
	Trejo L.J.

Zdroj.dok.	. P. 321-326 Artificial Neural Networks in Medicine and Biology : Proceedings of the ANNIMAB-1 Conference. - : Springer, 2000 / Malmgren H. ; Borga M. ; Niklasson L. ; Artificial Neural Networks in Medicine and Biology (ANNIMAB-1 Conference)
Jazyk dok.	eng - angličtina
Krajina	DE - Nemecko
Druh dok.	rozpis článkov z periodík (rzb)
Ohlasy	SINGER, M. - KRIVOBOKOVA, T. - MUNK, A. Kernel Partial Least Squares for Stationary Data. In JOURNAL OF MACHINE LEARNING RESEARCH. ISSN 1532-4435, 2017, vol. 18.
	SARKAR, S. - MUKHERJEE, K. - JIN, X. - SINGH, D.S. - RAY, A. Optimization of symbolic feature extraction for pattern classification. In SIGNAL PROCESSING. ISSN 0165-1684, MAR 2012, vol. 92, no. 3, p. 625-635.
	JIN, X. - GUPTA, S. - MUKHERJEE, K. - RAY, A. Wavelet-based feature extraction using probabilistic finite state automata for pattern classification. In PATTERN RECOGNITION. ISSN 0031-3203, JUL 2011, vol. 44, no. 7, p. 1343-1356.
	VARNAVAS, A. - PETROU, M. Comparative study of methods for human performance prediction using electro-encephalographic data. In IET SIGNAL PROCESSING. ISSN 1751-9675, APR 2011, vol. 5, no. 2, p. 226-234.
	ABE, S. Feature Selection and Extraction. In SUPPORT VECTOR MACHINES FOR PATTERN CLASSIFICATION, SECOND EDITION. ISSN 1617-7916, 2010, p. 331-341.
	JIN, X. - GUPTA, S. - MUKHERJEE, K. - RAY, A. Symbolic Dynamics of Wavelet Images for Pattern Identification. In 2010 AMERICAN CONTROL CONFERENCE. ISSN 0743-1619, 2010, p. 3481-3486.
	JIN, X. - MUKHERJEE, K. - GUPTA, S. - RAY, A. WAVELET-BASED FEATURE EXTRACTION FOR BEHAVIOR RECOGNITION IN MOBILE ROBOTS. In PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2010, VOL 1. 2010, p. 875-882.
	KALLAS, M. - HONEINE, P. - RICHARD, C. - AMOUD, H. - FRANCIS, C. Nonlinear Feature Extraction Using Kernel Principal Component Analysis With Non-negative Pre-image. In 2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2010, p. 3642-3645.
	SARKAR, S. - MUKHERJEE, K. - JIN, X. - RAY, A. OPTIMIZATION OF TIME-SERIES DATA PARTITIONING FOR PARAMETER IDENTIFICATION. In PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2010, VOL 1. 2010, p. 867-874.
	JIN, X. - SARKAR, S. - MUKHERJEE, K. - RAY, A. Suboptimal Partitioning of Time-series Data for Anomaly Detection. In PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009). ISSN 0743-1546, 2009, p. 1020-1025.
	VARNAVAS, A. - PETROU, M. Performance prediction using EEG and trial-invariant characteristic signals. In 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vols 1-8. ISSN 1557-170X, 2008, p. 2622-2625.
	BAO, X.L. - BOZDOGAN, H. Subsetting kernel regression models using genetic algorithm and the information measure of complexity. In CLASSIFICATION, CLUSTERING, AND DATA MINING APPLICATIONS. ISSN 1431-8814, 2004, p. 185-196.
	NAVIA-VAZQUEZ, A. - SCHOLKOPF, B. Statistical learning and kernel methods. In ADAPTIVITY AND LEARNING: AN INTERDISCIPLINARY DEBATE. 2003, p. 161-186.
	MULLER, K.R. - MIKA, S. - RATSCH, G. - TSUDA, K. - SCHOLKOPF, B. An introduction to kernel-based learning algorithms. In IEEE TRANSACTIONS ON NEURAL NETWORKS. ISSN 1045-9227, MAR 2001, vol. 12, no. 2, p. 181-201.
Kategória	AEC - Vedecké práce v zahraničných recenzovaných vedeckých zborníkoch (aj konferenčných), monografiách
Registrované v	WOS

článok

EPCA

rok vydania	rok metriky	IF	IF Q (best)	SJR	SJR Q (best)
2000

Počet záznamov: 1