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Sample Complexity for Function Learning Tasks through Linear ...
Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer-. Verlag, New York, 1995. 17. Vladimir Naumovich Vapnik. ...

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GA-Based Learning of kDNFs Boolean Formulas
Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer-. Verlag, New York, 1995. 21. Vladimir Naumovich Vapnik. ...

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An Embedded Support Vector Machine
[5] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer, NY, 1995. [6] Corinna Cortes and Vladimir Vapnik. ...

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MACHINE LEARNING
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An Introduction to Support Vector Machines
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A MAX MARGIN FRAMEWORK ON IMAGE ANNOTATION AND MULTIMODAL IMAGE ...
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OPTIMIZATION OF SVM IN A SPACE OF TWO PARAMETERS: WEAK MARGIN AND ...
and do not necessarily represent the views of the sponsoring agency. References. [1] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. ...

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Optimization of SVM in a space of two parameters: weak margin and ...
[1] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer Verlag, 1995. [2] Bernhard E. Boser, Isabelle Guyon, and Vladimir Vapnik. ...

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Maximum Margin Coresets for Active and Noise Tolerant Learning
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Paraphrase Substitution for Recognizing Textual Entailment
Southampton, United Kingdom, 2005. Springer-Verlag. [14] Vladimir Naumovich Vapnik. The nature of statistical learning theory. Springer, 2nd edition, ...

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Proceedings of the...
3 Support Vector Learning Task and. Thematic Segmentation. The theory of Vapnik and ..... sets for applying statistical significance tests. This .... Vladimir Naumovich Vapnik. 1995. The Nature of Sta- tistical Learning Theory. ...

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Extracting Word Sequence Correspondences with Support Vector Machines
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Kernel Approach to Autoregressive Modeling
adopted in machine learning to detect complex patterns in data efficiently through the use of kernel ... algorithms [4] are numerically more stable and statistical inferences made using them are more reliable [5]. ..... [5] Vladimir Naumovich Vapnik, The Nature of Statisti- cal Learning Theory, Springer, 1999. ...

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KERNEL METHODS AND FACTORIZATION FOR IMAGE AND VIDEO ANALYSIS
In chapter 5, we give insights in to the complementary nature of kernelization ...... Learning theory opened up the possibility of improving the statistical ...

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Sequential Feature Extraction Using Information-Theoretic Learning
[4] Vladimir Naumovich Vapnik, The Nature of Statistical. Learning Theory, 2nd ed., Springer-Verlag, New York, NY,. 2000. [5] Thilo-Thomas Frieb, ...

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Predicting Security Vulnerabilities from Function Calls Christian ...
The R Project for Statistical Computing. http://www.r- project.org/, 2003. [5] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. ...

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Predicting Vulnerable Software Components
[36] Vladimir Naumovich Vapnik. The Nature of Statistical. Learning Theory. Springer Verlag, Berlin, 1995. [37] John Viega, J. T. Bloch, Tadayoshi Kohno, ...

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Using Shape Particle Filters for Robust Medical Image Segmentation
Proceedings of Information Processing and Medical. Imaging, 2003. [23] Vladimir Naumovich Vapnik. The nature of statistical learning theory. ...

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Predicting Vulnerable Software Components
224, HP Trusted Systems Laboratory, Bristol, UK, December 2004. [34] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. ...

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Microsoft PowerPoint - svms
N. Cristianini and J. Shawe-Taylor Cambridge University Press. Da comprare. The Nature of Statistical Learning Theory. Vladimir Naumovich Vapnik - Springer ...

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Learning from Ambiguity Oded Maron
Communications of the. ACM, 27(11):1134–1142, November 1984. [Vapnik, 1995] Vladimir Naumovich Vapnik. The nature of statistical learning theory. ...

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The Beauty and the Beast: Vulnerabilities in Red Hat's Packages
2004-224, HP Trusted Systems Laboratory, Bristol,. UK, December 2004. [36] Vladimir Naumovich Vapnik. The Nature of Sta- tistical Learning Theory. ...

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A Nearest Trajectory Strategy for Time Series Prediction
theory may also provide good estimates or, more often, bounds on parameter values. ...... Statistical Digital Signal Pro- cessing and Modeling. .... [41] Vladimir Naumovich Vapnik. The nature of sta- tistical learning theory. ...

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INNOVATIONS IN LOCAL MODELING FOR TIME SERIES PREDICTION
Curve and Surface Fitting: An Introduction. Academic Press Inc., 1986. [47] Vladimir Naumovich Vapnik. The nature of statistical learning theory. Springer- ...

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Il problema della classificazione
Parallel Distributed Processing. MIT. Press, Cambridge MA, 1986. [4] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer- ...

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Corso di Laboratorio di Informatica II
Parallel Distributed Processing. MIT. Press, Cambridge MA, 1986. [6] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer- ...

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Seagate Crystal Reports - rel_b
of nature : computer explorations of fractals, chaos, complex systems, and adaptation. ... VAPNIK, Vladimir Naumovich. Statistical learning theory. ...

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VAPNIK, Vladimir Naumovich. The nature of statistical learning theory. 2. ed New York: Springer, c2000. 314 p. (Statistics for engineering ...

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Using Support Vector Machines for Distributed Machine Learning
[93] Vladimir Naumovich Vapnik. The Nature of Statistical Learning Theory. Springer, NY, 1995. [94] Alfred D. M. Wan and Peter J. Braspenning. ...

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Proceedings of the 10th Conference on Computational Natural ...
Association for Com- putational Linguistics. Vladimir N. Vapnik. 1995. The nature of statistical learning theory. Springer-Verlag New York, Inc., New ...

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Analisi numerica [ 40060 ]
P.A. Chatterton, "EMC Electromagnetic Theory to practical ...... 1998, ISBN: 0-07-057852-4 Vladimir Naumovich Vapnik The Nature of Statistical Learning ...

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PROGRAMMI DI INSEGNAMENTO a.a. 2002/2003 Programmi di insegnamento
Vladimir Naumovich Vapnik The Nature of Statistical Learning Theory, Hardcover - 304 pages. 2nd Edition (February 2000), Springer-Verlag New York Inc.; ...

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Title Author LCC Cults in America : a reference handbook Lewis ...
Statistical learning theory. Vapnik, Vladimir Naumovich.Q325.7.V38 1998 .... Janice VanCleave's play and find out about nature : easy experiments for young ...

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PhD Thesis
Computer Music Association, San Francisco, 2002. [Vap95]. Vladimir Naumovich Vapnik. The nature of Statistical Learning Theory. Springer Verlag, ...

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THE APPLICATION OF ADVANCED INVENTORY TECHNIQUES IN URBAN ...
Vapnik, Vladimir Naumovich (1999). The Nature of Statistical Learning Theory. Second. Edition. New York: Springer-Verlag. Veltkamp, Remco C. (2001). ...

http://etd.gatech.edu/theses/available/etd-10272008-125700/unrestricted/muthukumar_subrahmanyam_200812_phd.pdf
Progetto e sperimentazione di un modello di Clause Identification ...
1Vladimir Naumovich Vapnik `e uno dei principali sviluppatori della Vapnik- ...... [8] Vladimir N. Vapnik. The Nature of Statistical Learning Theory. ...

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Classifying and Searching Hidden-Web Text Databases
This improvement is due to the “flat” nature of our shrink- ...... Vladimir Naumovich Vapnik. Statistical Learning Theory. Wiley- ...

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Dynamic Bayesian Networks
the aspects of their statistical goodness-of-fit to the data, ...... [34] Vladimir Naumovich Vapnik. The Nature of Statitical Learning Theory. Springer- ...

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UNIVERSITÀ DEGLI STUDI DI NAPOLI “FEDERICO II” INFORMATICA
VLADIMIR NAUMOVICH VAPNIK. (VAPNIK, 1995, PREFACE) ...... The Nature of Statistical Learning Theory. Springer. Vapnik, V. N. (2000). The Nature of ...

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