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1.

Reinforcement and systemic machine learning for decision making

Author

Kulkarni, Parag.

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ONLINE

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IEEE Xplore http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6266787

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2.

Machine learning forensics for law enforcement, security, and intelligence

Author

Mena, Jesus., author.

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HV8073 .M395 2011

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3.

Mining software specifications : methodologies and applications

Author

Lo, David.

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QA76.9 .D343 M558 2011

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4.

Bayesian artificial intelligence

Author

Korb, Kevin B., author. Nicholson, Ann E.

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QA279.5 .K67 2011

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5.

Self-adaptive systems for machine intelligence

Author

He, Haibo, 1976- Wiley InterScience (Online service)

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ONLINE

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Wiley InterScience An electronic book accessible through the World Wide Web; click for information
http://site.ebrary.com/lib/alltitles/Doc?id=10484685

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6.

Mining software specifications : methodologies and applications

Author

Lo, David.

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QA76.9.D343 M558 2011

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7.

Data mining and machine learning in cybersecurity

Author

Dua, Sumeet., author. Du, Xian.

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QA76.9 .D343 D825 2011

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8.

Evaluating Learning Algorithms A Classification Perspective

Author

Japkowicz, Nathalie. Shah, Mohak.

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9.

Utility-based learning from data

Author

Friedman, Craig, author. Sandow, Sven.

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Q325.5 .F75 2010

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10.

Knowledge discovery from data streams

Author

Gama, Joao., author.

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QA76.9 .A43 G354 2010

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11.

Applied genetic programming and machine learning

Author

Iba, Hitoshi., author. Paul, Topon Kumar. Hasegawa, Yoshihiko.

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QA76.623 .I223 2010

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12.

Machine learning for audio, image and video analysis : theory and applications

Author

Camastra, Francesco. Vinciarelli, Alessandro.

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Q325.5 C36 2010

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13.

Algorithms for reinforcement learning

Author

Szepesvári, Csaba.

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ONLINE

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14.

Support vector machines for pattern classification

Author

Abe, Shigeo.

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QA76.9.T48 A23 2010

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15.

Introduction to machine learning

Author

Alpaydin, Ethem.

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ONLINE

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IEEE Xplore http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267367

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16.

Machine learning for spatial environmental data : theory, applications and software

Author

Kanevski, Mikhail., author. Pozdnoukhov, Alexei. Timonin, Vadim.

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Q325.5 .K36 2009

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17.

Machine learning : an algorithmic perspective

Author

Marsland, Stephen.

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Q325.5 M368 2009

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18.

Knowledge discovery with support vector machines

Author

Hamel, Lutz.

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ONLINE

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Ebook Library http://public.eblib.com/EBLPublic/PublicView.do?ptiID=469484
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19.

The elements of statistical learning : data mining, inference, and prediction

Author

Hastie, Trevor. Tibshirani, Robert. Friedman, J. H. (Jerome H.)

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Q325.5 H39 2009

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20.

Kernel methods for remote sensing data analysis

Author

Camps-Valls, Gustavo, 1972- Bruzzone, Lorenzo.

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Ebook Library http://public.eblib.com/EBLPublic/PublicView.do?ptiID=470220
John Wiley http://dx.doi.org/10.1002/9780470748992

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21.

Cover image for Nonnegative matrix and tensor factorizations applications to exploratory multi-way data analysis and blind source separation

Nonnegative matrix and tensor factorizations applications to exploratory multi-way data analysis and blind source separation

Author

Cichocki, Andrzej.

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ONLINE

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Ebook Library http://public.eblib.com/EBLPublic/PublicView.do?ptiID=454312
John Wiley http://dx.doi.org/10.1002/9780470747278

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22.

Machine learning in bioinformatics

Author

Zhang, Yan-Qing. Rajapakse, Jagath Chandana. Wiley InterScience (Online service)

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23.

Dataset shift in machine learning

Author

Quiñonero-Candela, Joaquin.

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IEEE Xplore http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267199

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24.

Computational methods of feature selection

Author

Liu, Huan, 1958- Motoda, Hiroshi.

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QA76.9 .D3 C64 2008

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25.

Machine learning techniques for multimedia : case studies on organization and retrieval

Author

Cord, Matthieu. Cunningham, Pádraig, 1962-

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Q325.5 M3223 2008

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26.

Advanced mapping of environmental data geostatistics, machine learning and Bayesian maximum entropy

Author

Kanevski, Mikhail.

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ONLINE

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Ebook Library http://public.eblib.com/EBLPublic/PublicView.do?ptiID=477673
John Wiley http://dx.doi.org/10.1002/9780470611463

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27.

Advanced mapping of environmental data : geostatistics, machine learning, and Bayesian maximum entropy

Author

Kanevski, Mikhail.

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QE33.2.S82 A35 2008

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28.

Learning from data : concepts, theory, and methods

Author

Cherkassky, Vladimir S. Mulier, Filip.

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TK5102.9 C475 2007

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29.

Large-scale kernel machines

Author

Bottou, Léon.

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30.

Learning from data concepts, theory, and methods

Author

Cherkassky, Vladimir S. Mulier, Filip.

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31.

Machine learning and data mining : introduction to principles and algorithms

Author

Kononenko, Igor. Kukar, Matjaz.

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Q325 .K65 2007

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32.

Predicting structured data

Author

BakIr, Gökhan. Neural Information Processing Systems Foundation.

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33.

Enhancing computer security with smart technology

Author

Vemuri, V. Rao.

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TK5105.59 .E62 2005

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34.

Pattern recognition and machine learning

Author

Bishop, Christopher M.

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Q327 B52 2006

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35.

Prediction, Learning, and Games

Author

Cesa-Bianchi, Nicolo. Lugosi, Gabor.

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36.

Intelligent Control Systems using Computational Intelligence Techniques

Author

Ruano, A. E., ed.

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http://dx.doi.org/10.1049/PBCE070E

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37.

Nearest-neighbor methods in learning and vision theory and practice

Author

Shakhnarovich, Gregory. Darrell, Trevor. Indyk, Piotr.

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ONLINE

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IEEE Xplore http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267334

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38.

Bayesian artificial intelligence

Author

Korb, Kevin B., author. Nicholson, Ann E.

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QA279.5 .K67 2004

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39.

Control Theory

Author

Leigh, J. R.

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http://dx.doi.org/10.1049/PBCE064E

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40.

Kernel methods for pattern analysis

Author

Shawe-Taylor, John. Cristianini, Nello.

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Q325.5.S475 2004

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41.

Concept data analysis theory and applications

Author

Carpineto, Claudio. Romano, Giovanni.

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ONLINE

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John Wiley http://dx.doi.org/10.1002/0470011297
HathiTrust Digital Library Limited view (search only) http://catalog.hathitrust.org/api/volumes/oclc/55146584.html

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42.

Handbook of learning and approximate dynamic programming

Author

Si, Jennie.

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ONLINE

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43.

Introduction to machine learning

Author

Alpaydın, Ethem.

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Q325.5 .A47 2004

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44.

Learning and generalisation : with applications to neural networks

Author

Vidyasagar, Mathukumalli, 1947-

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Q 325.5 V53 2003

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45.

Blondie24 playing at the edge of AI

Author

Fogel, David B.

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ScienceDirect http://www.sciencedirect.com/science/book/9781558607835

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46.

Adaptive blind signal and image processing learning algorithms and applications

Author

Cichocki, Andrzej. Amari, Shunʼichi.

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ONLINE

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John Wiley http://dx.doi.org/10.1002/0470845899
HathiTrust Digital Library Limited view (search only) http://catalog.hathitrust.org/api/volumes/oclc/48544857.html

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47.

Learning kernel classifiers theory and algorithms

Author

Herbrich, Ralf.

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48.

Learning with kernels support vector machines, regularization, optimization, and beyond

Author

Schölkopf, Bernhard. Smola, Alexander J.

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49.

Adaptive blind signal and image processing : learning algorithms and applications

Author

Cichocki, Andrzej. Amari, Shun-ichi, ort. yaz.

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TK 5102.9 C488 2002

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50.

Learning kernel classifiers : theory and algorithms

Author

Herbrich, Ralf.

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Q 325.5 H48 2002

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51.

Recurrent neural networks for prediction learning algorithms, architectures, and stability

Author

Mandic, Danilo P. Chambers, Jonathon A.

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ONLINE

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John Wiley http://dx.doi.org/10.1002/047084535X
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52.

Bioinformatics the machine learning approach

Author

Baldi, Pierre. Brunak, Søren.

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53.

Bayesian networks and decision graphs

Author

Jensen, Finn V.

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QA 279.5 J45 2001

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54.

Advances in large margin classifiers

Author

Smola, Alexander J.

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55.

Graphical models for machine learning and digital communication

Author

Frey, Brendan J.

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56.

Learning from data : Concepts, theory, and methods

Author

Cherkassky, Vladimir S. Mulier, Filip, ort. yaz.

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TK 5102.9 C475 1998

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57.

Machine learning

Author

Mitchell, Tom M.

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Q325.5 M58 1997

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58.

An introduction to computational learning theory

Author

Kearns, Michael J. Vazirani, Umesh Virkumar.

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59.

Pattern recognition and machine learning

Author

Anzai, Yūichirō, 1946-

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ScienceDirect http://www.sciencedirect.com/science/book/9780120588305

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60.

How to build a person a prolegomenon

Author

Pollock, John L.

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61.

Genetic algorithms in search, optimization, and machine learning

Author

Goldberg, David Edward, 1953-

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QA 402.5 G635 1989

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62.

Induction : processes of inference, learning, and discovery

Author

Holland, John Henry, 1929-

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BF 441 I53 1986

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63.

Machine learning : an artificial intelligence approach

Author

Anderson, John R. Michalski, Ryszard Stanislaw. Carbonell, Jaime G. Mitchell, Tom M.

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Q325 .M32 1983

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64.

Sequential methods in pattern recognition and machine learning

Author

Fu, K. S. (King Sun), 1930-1985.

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ONLINE

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ScienceDirect http://www.sciencedirect.com/science/book/9780122695506

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