Latent Variable Analysis and Signal Separation 10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Theis, Fabian (Επιμελητής έκδοσης), Cichocki, Andrzej (Επιμελητής έκδοσης), Yeredor, Arie (Επιμελητής έκδοσης), Zibulevsky, Michael (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Lecture Notes in Computer Science, 7191
• Θέματα: Computer science.; Special purpose computers.; Algorithms.; Computer science > Mathematics.; Computer simulation.; Image processing.; Pattern recognition.; Computer Science.; Pattern Recognition.; Image Processing and Computer Vision.; Simulation and Modeling.; Algorithm Analysis and Problem Complexity.; Discrete Mathematics in Computer Science.; Special Purpose and Application-Based Systems.
• Φυσική περιγραφή: XVI, 538 p. 130 illus. online resource.
• ISBN: 9783642285516
• ISSN: 0302-9743 ;

This book constitutes the proceedings of the 10th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2012, held in Tel Aviv, Israel, in Marchr 2012. The 20 revised full papers presented together with 42 revised poster papers, 1 keynote lecture, and 2 overview papers for the regular, as well as for the special session were carefully reviewed and selected from numerous submissions. Topics addressed are ranging from theoretical issues such as causality analysis and measures, through novel methods for employing the well-established concepts of sparsity and non-negativity for matrix and tensor factorization, down to a variety of related applications ranging from audio and biomedical signals to precipitation analysis.