-
C. M. Bishop, Pattern Recognition and Machine Learning, Springer, 2006.
@book{bishop06,
author = {Christopher M. Bishop},
Date-Added = {2007-07-11 11:37:57 +0200},
Date-Modified = {2007-09-11 10:54:45 +0200},
Keywords = {machine learning, svm, neural networks},
Publisher = {Springer},
Title = {Pattern Recognition and Machine Learning},
Url = {http://research.microsoft.com/~cmbishop/PRML/},
Year = {2006},
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-
N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines, Cambridge University Press, 2000.
@book{cristianini2000,
author = {Nello Cristianini and John Shawe-Taylor},
Date-Added = {2007-06-18 16:50:23 +0200},
Date-Modified = {2007-09-15 01:46:10 +0200},
Keywords = {SVM, kernel machines},
Publisher = {Cambridge University Press},
Title = {An Introduction to Support Vector Machines},
Url = {http://www.support-vector.net/toc_detailed.html},
Year = {2000},
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-
J. A. K. Suykens, V. T. Gestel, D. J. Brabanter, and V. J. B. De Moor, Least Squares Support Vector Machines, Singapore: World Scientific Pub. Co., 2002.
@book{lssvm, Address = {Singapore},
Author = {J. A. K. Suykens and T. Van Gestel and J. De Brabanter and B. De Moor, J. Vandewalle},
Date-Added = {2007-04-28 18:32:30 +0200},
Date-Modified = {2007-05-19 19:14:24 +0200},
Keywords = {svm, ls-svm},
Publisher = {World Scientific Pub. Co.},
Title = {Least Squares Support Vector Machines},
Url = {http://www.worldscibooks.com/compsci/5089.html},
Year = {2002},
Bdsk-Url-1 = {http://www.worldscibooks.com/compsci/5089.html}
}
-
R. Basili and A. Moschitti, Automatic Text Categorization: From Information Retrieval to Support Vector Learning, Aracne Editrice, 2005.
@book{basilimoschitti2005,
author = {Roberto Basili and Alessandro Moschitti},
Date-Added = {2007-04-27 22:39:05 +0200},
Date-Modified = {2007-05-19 17:53:59 +0200},
Keywords = {text mining, classification, SVM, machine learning},
Publisher = {Aracne Editrice},
Title = {Automatic Text Categorization: From Information Retrieval to Support Vector Learning},
Url = {http://www.365bookmark.it/scheda_libro.lasso?codice_prodotto=20051111175219547919},
Year = {2005},
Bdsk-Url-1 = {http://www.365bookmark.it/scheda_libro.lasso?codice_prodotto=20051111175219547919}
}
-
V. N. Vapnik, The Nature of Statistical Learning Theory, Springer, 1995.
@book{vapnik1995,
author = {Vladimir N. Vapnik},
Date-Added = {2007-04-27 21:44:36 +0200},
Date-Modified = {2007-06-19 22:23:38 +0200},
Keywords = {machine learning, SVM},
Publisher = {Springer},
Title = {The Nature of Statistical Learning Theory},
Url = {http://portal.acm.org/citation.cfm?id=211359},
Year = {1995},
Bdsk-Url-1 = {http://portal.acm.org/citation.cfm?id=211359}
}
-
C. D. Manning, P. Raghavan, and H. Schütze, Introduction to Information Retrieval, Cambridge University Press, 2007.
@book{manning:schutze:2007,
author = {Christopher D. Manning and Prabhakar Raghavan and Hinrich Sch{”{u}}tze},
Date-Modified = {2008-01-09 10:39:29 +0100},
Keywords = {data mining, text mining, information retrieval, clustering, classification, indexing},
Publisher = {Cambridge University Press},
Title = {Introduction to Information Retrieval},
Url = {http://www-csli.stanford.edu/~schuetze/information-retrieval-book.html},
Year = {2007},
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-
J. A. Hartigan, Clustering Algorithms, New York, NY, USA: John Wiley & Sons, Inc., 1975.
@book{hartigan75, Address = {New York, NY, USA},
Author = {John A. Hartigan},
Date-Added = {2007-07-16 19:30:09 +0200},
Date-Modified = {2007-07-16 19:30:54 +0200},
Isbn = {047135645X},
Keywords = {clustering, k-means},
Publisher = {John Wiley & Sons, Inc.},
Title = {Clustering Algorithms},
Url = {http://portal.acm.org/citation.cfm?id=540298&dl=GUIDE&coll=GUIDE&CFID=28585202&CFTOKEN=11877927 },
Year = {1975},
Bdsk-Url-1 = {http://portal.acm.org/citation.cfm?id=540298&dl=GUIDE&coll=GUIDE&CFID=28585202&CFTOKEN=11877927 }
}
-
R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed., Jhon Wiley & Sons, 2000.
@book{patternclass00,
author = {R. O. Duda and P. E. Hart and D. G. Stork},
Date-Added = {2007-07-14 11:36:24 +0200},
Date-Modified = {2007-09-25 18:14:41 +0200},
Edition = {2nd},
Keywords = {machine learning, clustering, classification, pattern recognition},
Publisher = {Jhon Wiley & Sons},
Title = {Pattern Classification},
Url = {http://www.amazon.com/Pattern-Classification-2nd-Richard-Duda/dp/0471056693},
Year = {2000},
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-
T. Kohonen, Self-Organizing Maps, Springer, 1995.
@book{kohonen,
author = {T. Kohonen},
Date-Added = {2007-07-24 18:55:32 +0200},
Date-Modified = {2007-07-24 18:56:25 +0200},
Keywords = {neural networks, som},
Publisher = {Springer},
Title = {Self-Organizing Maps},
Year = {1995}
}
-
R. E. Bellman, Adaptive Control Processes: A Guided Tour, Princeton University Press, 1961.
@book{bellman61,
author = {Richard Ernest Bellman},
Date-Added = {2007-09-17 23:53:23 +0200},
Date-Modified = {2007-09-17 23:57:34 +0200},
Keywords = {curse of dimensionality},
Publisher = {Princeton University Press},
Title = {Adaptive Control Processes: A Guided Tour},
Url = {http://www.amazon.com/Adaptive-Control-Processes-Guided-Tour/dp/B0006AWE08},
Year = {1961},
Bdsk-Url-1 = {http://www.amazon.com/Adaptive-Control-Processes-Guided-Tour/dp/B0006AWE08}
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-
S. Boyd and L. Vandenberghe, Convex Optimization, New York, NY, USA: Cambridge University Press, 2004.
@book{993483, Address = {New York, NY, USA},
Author = {Stephen Boyd and Lieven Vandenberghe},
Date-Added = {2007-09-16 16:30:05 +0200},
Date-Modified = {2007-09-16 16:51:58 +0200},
Isbn = {0521833787},
Keywords = {optimization},
Publisher = {Cambridge University Press},
Title = {Convex Optimization},
Url = {http://www.stanford.edu/~boyd/cvxbook/},
Year = {2004},
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-
M. L. Minsky and S. Papert, Perceptrons: An Introduction to Computational Geometry, The MIT Press, 1969.
@book{1096885,
author = {M.L. Minsky and S. Papert},
Date-Added = {2007-09-13 10:53:47 +0200},
Date-Modified = {2007-09-13 10:55:46 +0200},
Isbn = {0262630222},
Keywords = {perceptron, neural networks, machine learning},
Publisher = {The MIT Press},
Title = {Perceptrons: An Introduction to Computational Geometry},
Year = {1969}
}
-
V. N. Vapnik, The Nature of Statistical Learning Theory, 2nd ed., Springer, 2000.
@book{vapnik2000,
author = {Vladimir N. Vapnik},
Date-Added = {2007-09-11 15:58:52 +0200},
Date-Modified = {2007-09-11 16:02:46 +0200},
Edition = {2nd},
Keywords = {machine learning, SVM, statistical learning theory},
Month = {December},
Publisher = {Springer},
Title = {The Nature of Statistical Learning Theory},
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Year = {2000},
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-
T. H. Cormen, C. E. Leiserson, R. L. Rivest, and C. Stein, Introduction to Algorithms, Second ed., MIT Press, 2001.
@book{cormen01,
author = {Thomas H. Cormen and Charles E. Leiserson and Ronald L. Rivest and Clifford Stein},
Date-Added = {2007-10-20 14:20:16 +0200},
Date-Modified = {2007-10-20 14:24:02 +0200},
Edition = {Second},
Keywords = {algorithms, optimization},
Month = {September},
Publisher = {MIT Press},
Title = {Introduction to {Algorithms}},
Url = {http://mitpress.mit.edu/catalog/item/default.asp?tid=8570&ttype=2},
Year = {2001},
Bdsk-Url-1 = {http://mitpress.mit.edu/catalog/item/default.asp?tid=8570&ttype=2}
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-
V. N. Vapnik, Estimation of Dependences Based on Empirical Data, Secaucus, NJ, USA: Springer-Verlag New York, Inc., 1982.
@book{1098680, Address = {Secaucus, NJ, USA},
Author = {Vladimir N. Vapnik},
Date-Added = {2007-10-31 17:25:06 +0100},
Date-Modified = {2007-10-31 17:25:58 +0100},
Isbn = {0387907335},
Publisher = {Springer-Verlag New York, Inc.},
Title = {Estimation of Dependences Based on Empirical Data},
Year = {1982}
}
-
T. M. Cover and J. A. Thomas, Elements of information theory, New York, NY, USA: Wiley-Interscience, 1991.
@book{129837, Address = {New York, NY, USA},
Author = {Thomas M. Cover and Joy A. Thomas},
Date-Added = {2007-11-12 15:10:26 +0100},
Date-Modified = {2007-11-12 15:11:06 +0100},
Isbn = {0-471-06259-6},
Keywords = {information theory},
Publisher = {Wiley-Interscience},
Title = {Elements of information theory},
Url = {http://www.elementsofinformationtheory.com/},
Year = {1991},
Bdsk-Url-1 = {http://www.elementsofinformationtheory.com/}
}
-
A. Gray, Modern Differential Geometry of Curves and Surfaces with Mathematica (Second Edition), CRC, 1997.
@book{gray97,
author = {Alfred Gray},
Date-Added = {2008-01-18 23:09:11 +0100},
Date-Modified = {2008-01-18 23:18:28 +0100},
Publisher = {CRC},
Title = {Modern Differential Geometry of Curves and Surfaces with Mathematica (Second Edition)},
Year = {1997}
}
