Predicting structured data

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Bibliographic Details
Corporate Author: Neural Information Processing Systems Foundation.
Other Authors: Bakir, Gökhan.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, ©2007.
Series: Neural information processing series.
Subjects:
Machine learning.
Computer algorithms.
Kernel functions.
Data structures (Computer science)
elektronické knihy
electronic books
ISBN: 9780262255691
Physical Description: 1 online zdroj (viii, 348 pages) : illustrations.

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Table of contents

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245 0 0 |a Predicting structured data  |h [elektronický zdroj] /  |c edited by Gökhan Bakir [and others]. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c ©2007. 
300 |a 1 online zdroj (viii, 348 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Advances in neural information processing systems 
500 |a Collected papers based on talks presented at two Neural Information Processing Systems workshops. 
504 |a Includes bibliographical references (pages 319-340) and index. 
505 0 |a Measuring Similarity with Kernels -- Discriminative Models -- Modeling Structure via Graphical Models -- Joint Kernel Maps / Jason Weston [and others] -- Support Vector Machine Learning for Interdependent and Structured Output Spaces / Yasemin Altun, Thomas Hofmann, and Ioannis Tsochandiridis -- Efficient Algorithms for Max-Margin Structured Classification / Juho Rousu [and others] -- Discriminative Learning of Prediction Suffix Trees with the Perceptron Algorithm / Ofer Dekel, Shai Shalev-Shwartz, and Yoram Singer -- A General Regression Framework for Learning String-to-String Mappings / Corinna Cortes, Mehryar Mohri, and Jason Weston -- Learning as Search Optimization / Hal Daume III and Daniel Marcu -- Energy-Based Models / Yann LeCun [and others] -- Generalization Bounds and Consistency for Structured Labeling / David McAllester -- Kernel Conditional Graphical Models / Fernando Perez-Cruz, Zoubin Ghahramani, and Massimiliano Pontil -- Density Estimation of Structured Outputs in Reproducing Kernel Hilbert Spaces / Yasemin Altun and Alex J. Smola -- Gaussian Process Belief Propagation / Matthias W. Seeger. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Machine learning. 
650 0 |a Computer algorithms. 
650 0 |a Kernel functions. 
650 0 |a Data structures (Computer science) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Bakir, Gökhan. 
710 2 |a Neural Information Processing Systems Foundation. 
776 0 8 |i Print version:  |t Predicting structured data.  |d Cambridge, Mass. : MIT Press, ©2007  |z 9780262026178  |z 0262026171  |w (DLC) 2006047001  |w (OCoLC)74965922 
830 0 |a Neural information processing series. 
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999 |c 74840  |d 74840 
993 |x NEPOSILAT  |y EIZ 

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