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Machine learning : proceedings of the seventh International conference (1990), University of Texas, Austin, Texas, June 21-23, 1990
Authors: ---
ISBN: 1558601414 1322473129 1483298582 9781558601413 Year: 1990 Publisher: San Mateo (Calif.): Morgan Kaufmann,

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Proceedings of the eleventh annual conference on Computational learning theory
Authors: ---
ISBN: 1581130570 9781581130577 Year: 1998 Publisher: ACM

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PRICAI 96: topics in artificial intelligence. 4th Pacific Rim international conference on Artificial Intelligence, Cairns, Australia, August 1996. Proceedings
Authors: ---
ISBN: 3540615326 3540687297 9783540615323 Year: 1996 Volume: 1114 Publisher: Berlin [etc.] : Springer-Verlag,

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This volume constitutes the refereed proceedings of the 4th Pacific Rim International Conference on Artificial Intelligence, PRICAI '96, held in Cairns, Queensland, Australia in August 1996. The 56 revised full papers included in the book were carefully selected for presentation at the conference from a total of 175 submissions. The topics covered are machine learning, interactive systems, knowledge representation, reasoning about change, neural nets and uncertainty, natural language, constraint satisfaction and optimization, qualitative reasoning, automated deduction, nonmonotonic reasoning, intelligent agents, planning, and pattern recognition.

Machine learning: from theory to applications: cooperative research at Siemens and MIT
Authors: --- ---
ISBN: 3540564837 0387564837 3540475680 Year: 1993 Volume: vol 661 Publisher: Berlin Springer

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This volume includes some of the key research papers in the area of machine learning produced at MIT and Siemens during a three-year joint research effort. It includes papers on many different styles of machine learning, organized into three parts. Part I, theory, includes three papers on theoretical aspects of machine learning. The first two use the theory of computational complexity to derive some fundamental limits on what isefficiently learnable. The third provides an efficient algorithm for identifying finite automata. Part II, artificial intelligence and symbolic learning methods, includes five papers giving an overview of the state of the art and future developments in the field of machine learning, a subfield of artificial intelligence dealing with automated knowledge acquisition and knowledge revision. Part III, neural and collective computation, includes five papers sampling the theoretical diversity and trends in the vigorous new research field of neural networks: massively parallel symbolic induction, task decomposition through competition, phoneme discrimination, behavior-based learning, and self-repairing neural networks.

Machine learning : ECML 95. 8th European conference on machine learning, Heraclion, Crete, Greece, April 1995. Proceedings
Authors: ---
ISBN: 3540592865 3540492321 9783540592860 Year: 1995 Volume: 912 Publisher: Berlin : Springer-Verlag,

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This volume constitutes the proceedings of the Eighth European Conference on Machine Learning ECML-95, held in Heraclion, Crete in April 1995. Besides four invited papers the volume presents revised versions of 14 long papers and 26 short papers selected from a total of 104 submissions. The papers address all current aspects in the area of machine learning; also logic programming, planning, reasoning, and algorithmic issues are touched upon.

Machine Learning: ECML'97 : 9th European Conference on Machine Learning, Prague, Czech Republic, April 23 - 25, 1997, Proceedings
Authors: --- ---
ISBN: 3540628584 3540687084 9783540628583 Year: 1997 Volume: 1224 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of the Ninth European Conference on Machine Learning, ECML-97, held in Prague, Czech Republic, in April 1997. This volume presents 26 revised full papers selected from a total of 73 submissions. Also included are an abstract and two papers corresponding to the invited talks as well as descriptions from four satellite workshops. The volume covers the whole spectrum of current machine learning issues.


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Emerging paradigms in machine learning and applications
Authors: --- ---
ISBN: 3642286984 3642286992 3642435742 Year: 2012 Publisher: Berlin ; New York : Springer,

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This  book presents fundamental topics and algorithms that form the core of machine learning (ML) research, as well as emerging paradigms in intelligent system design. The  multidisciplinary nature of machine learning makes it a very fascinating and popular area for research.  The book is aiming at students, practitioners and researchers and captures the diversity and richness of the field of machine learning and intelligent systems.  Several chapters are devoted to computational learning models such as granular computing, rough sets and fuzzy sets An account of applications of well-known learning methods in biometrics, computational stylistics, multi-agent systems, spam classification including an extremely well-written survey on Bayesian networks shed light on the strengths and weaknesses of the methods. Practical studies yielding insight into challenging problems such as learning from incomplete and imbalanced data, pattern recognition of stochastic episodic events and on-line mining of non-stationary data streams are a key part of this book.   .


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Intelligence computation and evolutionary computation : results of 2012 International Conference of Intelligence Computation and Evolutionary, ICEC 2012 held July 7, 2012 in Wuhan, China

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2012 International Conference of Intelligence Computation and Evolutionary Computation (ICEC 2012) is held on July 7, 2012 in Wuhan, China. This conference is sponsored by Information Technology & Industrial Engineering Research Center.  ICEC 2012 is a forum for presentation of new research results of intelligent computation and evolutionary computation. Cross-fertilization of intelligent computation, evolutionary computation, evolvable hardware and newly emerging technologies is strongly encouraged. The forum aims to bring together researchers, developers, and users from around the world in both industry and academia for sharing state-of-art results, for exploring new areas of research and development, and to discuss emerging issues facing intelligent computation and evolutionary computation.


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Research and development in intelligent systems XXIX : Incorporating Applications and Innovations in Intelligent Systems XX Proceedings of AI-2012, the Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence
Authors: --- ---
ISBN: 1447147383 1447147391 128391218X Year: 2012 Publisher: London ; New York : Springer,

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The papers in this volume are the refereed papers presented at AI-2012, the Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2012 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Data Mining, Data Mining and Machine Learning, Planning and Optimisation, and Knowledge Management and Prediction, followed by application stream sections on Language and Classification, Recommendation, Practical Applications and Systems, and Data Mining and Machine Learning. The volume also includes the text of short papers presented as posters at the conference. This is the twenty-ninth volume in the Research and Development in Intelligent Systems series, which also incorporates the twentieth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.

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