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Author : Claire Nedellec
Publisher :
ISBN 13 : 9783662202531
Total Pages : 440 pages
Book Rating : 4.2/5 (25 download)
Download or read book Machine Learning written by Claire Nedellec and published by . This book was released on 2014-01-15 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Claire Nedellec
Publisher : Lecture Notes in Artificial Intelligence
ISBN 13 :
Total Pages : 440 pages
Book Rating : 4.:/5 (321 download)
Download or read book Machine Learning: ECML-98 written by Claire Nedellec and published by Lecture Notes in Artificial Intelligence. This book was released on 1998-04-08 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th European Conference on Machine Learning, ECML-98, held in Chemnitz, Germany, in April 1998. The book presents 21 revised full papers and 25 short papers reporting on work in progress together with two invited contributions; the papers were selected from a total of 100 submissions. The book is divided in sections on applications of ML, Bayesian networks, feature selection, decision trees, support vector learning, multiple models for classification, inductive logic programming, relational learning, instance-based learning, clustering, genetic algorithms, reinforcement learning and neural networks.
Author : Johannes Fürnkranz
Publisher : Springer
ISBN 13 : 354046056X
Total Pages : 873 pages
Book Rating : 4.5/5 (44 download)
Download or read book Machine Learning: ECML 2006 written by Johannes Fürnkranz and published by Springer. This book was released on 2006-09-21 with total page 873 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held, jointly with PKDD 2006. The book presents 46 revised full papers and 36 revised short papers together with abstracts of 5 invited talks, carefully reviewed and selected from 564 papers submitted. The papers present a wealth of new results in the area and address all current issues in machine learning.
Author : Nada Lavrač
Publisher : Springer Science & Business Media
ISBN 13 : 3540201211
Total Pages : 521 pages
Book Rating : 4.5/5 (42 download)
Download or read book Machine Learning: ECML 2003 written by Nada Lavrač and published by Springer Science & Business Media. This book was released on 2003-09-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th European Conference on Machine Learning, ECML 2003, held in Cavtat-Dubrovnik, Croatia in September 2003 in conjunction with PKDD 2003. The 40 revised full papers presented together with 4 invited contributions were carefully reviewed and, together with another 40 ones for PKDD 2003, selected from a total of 332 submissions. The papers address all current issues in machine learning including support vector machine, inductive inference, feature selection algorithms, reinforcement learning, preference learning, probabilistic grammatical inference, decision tree learning, clustering, classification, agent learning, Markov networks, boosting, statistical parsing, Bayesian learning, supervised learning, and multi-instance learning.
Author : Jean-Francois Boulicaut
Publisher : Springer Science & Business Media
ISBN 13 : 3540231056
Total Pages : 597 pages
Book Rating : 4.5/5 (42 download)
Download or read book Machine Learning: ECML 2004 written by Jean-Francois Boulicaut and published by Springer Science & Business Media. This book was released on 2004-09-07 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th European Conference on Machine Learning, ECML 2004, held in Pisa, Italy, in September 2004, jointly with PKDD 2004. The 45 revised full papers and 6 revised short papers presented together with abstracts of 5 invited talks were carefully reviewed and selected from 280 papers submitted to ECML and 107 papers submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.
Author : Joost N. Kok
Publisher : Springer Science & Business Media
ISBN 13 : 3540749578
Total Pages : 829 pages
Book Rating : 4.5/5 (47 download)
Download or read book Machine Learning: ECML 2007 written by Joost N. Kok and published by Springer Science & Business Media. This book was released on 2007-09-05 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th European Conference on Machine Learning, ECML 2007, held in Warsaw, Poland, September 2007, jointly with PKDD 2007. The 41 revised full papers and 37 revised short papers presented together with abstracts of four invited talks were carefully reviewed and selected from 592 abstracts submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.
Author : Otthein Herzog
Publisher : Springer Science & Business Media
ISBN 13 : 9783540650805
Total Pages : 376 pages
Book Rating : 4.6/5 (58 download)
Download or read book KI-98: Advances in Artificial Intelligence written by Otthein Herzog and published by Springer Science & Business Media. This book was released on 1998-09-09 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 22nd Annual German Conference on Artificial Intelligence, KI-98, held in Bremen, Germany, in September 1998. The 16 revised full papers presented were carefully reviewed and selected for inclusion in the proceedings. Also included are three invited papers and abstracts of two invited talks, as well as an appendix containing up-to-date descriptions of German AI projects. Thus the volume gives a unique overview of AI research in Germany.
Author : Yue Hao
Publisher : Springer
ISBN 13 : 3540315993
Total Pages : 1160 pages
Book Rating : 4.5/5 (43 download)
Download or read book Computational Intelligence and Security written by Yue Hao and published by Springer. This book was released on 2006-06-18 with total page 1160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNAI 3801 and LNAI 3802 constitute the refereed proceedings of the annual International Conference on Computational Intelligence and Security, CIS 2005, held in Xi'an, China, in December 2005. The 338 revised papers presented - 254 regular and 84 extended papers - were carefully reviewed and selected from over 1800 submissions. The first volume is organized in topical sections on learning and fuzzy systems, evolutionary computation, intelligent agents and systems, intelligent information retrieval, support vector machines, swarm intelligence, data mining, pattern recognition, and applications. The second volume is subdivided in topical sections on cryptography and coding, cryptographic protocols, intrusion detection, security models and architecture, security management, watermarking and information hiding, web and network applications, image and signal processing, and applications.
Author : Luc de Raedt
Publisher : Springer Science & Business Media
ISBN 13 : 3540425365
Total Pages : 635 pages
Book Rating : 4.5/5 (44 download)
Download or read book Machine Learning: ECML 2001 written by Luc de Raedt and published by Springer Science & Business Media. This book was released on 2001-08-23 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th European Conference on Machine Learning, ECML 2001, held in Freiburg, Germany, in September 2001. The 50 revised full papers presented together with four invited contributions were carefully reviewed and selected from a total of 140 submissions. Among the topics covered are classifier systems, naive-Bayes classification, rule learning, decision tree-based classification, Web mining, equation discovery, inductive logic programming, text categorization, agent learning, backpropagation, reinforcement learning, sequence prediction, sequential decisions, classification learning, sampling, and semi-supervised learning.
Author : Jude Shavlik
Publisher :
ISBN 13 :
Total Pages : 596 pages
Book Rating : 4.X/5 (4 download)
Download or read book Machine Learning written by Jude Shavlik and published by . This book was released on 1998 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Peter Flach
Publisher : Cambridge University Press
ISBN 13 : 1107096391
Total Pages : 415 pages
Book Rating : 4.1/5 (7 download)
Download or read book Machine Learning written by Peter Flach and published by Cambridge University Press. This book was released on 2012-09-20 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook.
Author : Hongjun Lu
Publisher : Springer
ISBN 13 : 354045151X
Total Pages : 458 pages
Book Rating : 4.5/5 (44 download)
Download or read book Web-Age Information Management written by Hongjun Lu and published by Springer. This book was released on 2003-06-29 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database research and development has been remarkably successful over the past three decades. Now the field is facing new challenges posted by the rapid advances of technology, especially the penetration of the Web and Internet into everyone's daily life. The economical and financial environment where database systems are used has been changing dramatically. In addition to being able to efficiently manage a large volume of operational data generated internally, the ability to manage data in cyberspace, extract relevant information, and discover knowledge to support decision making is critical to the success of any organization. In order to provide researchers and practitioners with a forum to share their experiences in tackling problems in managing and using data, information, and knowledge in the age of the Internet and Web, the First International Conference on Web-Age Information Management (WAIM 2000) was held in Shanghai, China, June 21-23. The inaugural conference in its series was well received. Researchers from 17 countries and regions, including Austria, Australia, Bahrain, Canada, China, France, Germany, Japan, Korea, Malaysia, The Netherlands, Poland, Singapore, Spain, Taiwan, UK, and USA submitted their recent work. Twenty-seven regular and 14 short papers contained in these proceedings were presented during the two-day conference. These papers cover a large spectrum of issues, from classical data management such as object-oriented modeling, spatial and temporal databases to recent hits like data mining, data warehousing, semi-structured data, and XML.
Author : Hans-Jürgen Zimmermann
Publisher : Springer Science & Business Media
ISBN 13 : 9401003246
Total Pages : 518 pages
Book Rating : 4.4/5 (1 download)
Download or read book Advances in Computational Intelligence and Learning written by Hans-Jürgen Zimmermann and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computational Intelligence and Learning: Methods and Applications presents new developments and applications in the area of Computational Intelligence, which essentially describes methods and approaches that mimic biologically intelligent behavior in order to solve problems that have been difficult to solve by classical mathematics. Generally Fuzzy Technology, Artificial Neural Nets and Evolutionary Computing are considered to be such approaches. The Editors have assembled new contributions in the areas of fuzzy sets, neural sets and machine learning, as well as combinations of them (so called hybrid methods) in the first part of the book. The second part of the book is dedicated to applications in the areas that are considered to be most relevant to Computational Intelligence.
Author : Hans Burkhardt
Publisher : Springer Science & Business Media
ISBN 13 : 9783540646136
Total Pages : 902 pages
Book Rating : 4.6/5 (461 download)
Download or read book Computer Vision - ECCV'98 written by Hans Burkhardt and published by Springer Science & Business Media. This book was released on 1998-05-26 with total page 902 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the 5th European Conference on Computer Vision, ECCV'98, held in Freiburg, Germany, in June 1998. The 42 revised full papers and 70 revised posters presented were carefully selected from a total of 223 papers submitted. The papers are organized in sections on multiple-view geometry, stereo vision and calibration, geometry and invariances, structure from motion, colour and indexing, grouping and segmentation, tracking, condensation, matching and registration, image sequences and video, shape and shading, motion and flow, medical imaging, appearance and recognition, robotics and active vision, and motion segmentation.
Author : Claude Sammut
Publisher : Springer Science & Business Media
ISBN 13 : 0387307680
Total Pages : 1061 pages
Book Rating : 4.3/5 (873 download)
Download or read book Encyclopedia of Machine Learning written by Claude Sammut and published by Springer Science & Business Media. This book was released on 2011-03-28 with total page 1061 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.
Author : David Pritchard
Publisher : Springer Science & Business Media
ISBN 13 : 9783540649526
Total Pages : 1192 pages
Book Rating : 4.6/5 (495 download)
Download or read book Euro-Par'98 Parallel Processing written by David Pritchard and published by Springer Science & Business Media. This book was released on 1998-08-19 with total page 1192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings -- Parallel Computing.
Author : R. John Martin
Publisher : Ashok Yakkaldevi
ISBN 13 : 1678180068
Total Pages : 139 pages
Book Rating : 4.6/5 (781 download)
Download or read book EEG SIGNAL PROCESSING: A Machine Learning Based Framework written by R. John Martin and published by Ashok Yakkaldevi. This book was released on 2022-01-31 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1.1 Motivation Analysis of non-stationary and non-linear nature of signal data is the prime talk in signal processing domain today. On employing biomedical equipments huge volume of physiological data is acquired for analysis and diagnostic purposes. Inferring certain decisions from these signals by manual observation is quite tedious due to artefacts and its time series nature. As large volume of data involved in biomedical signal processing, adopting suitable computational methods is important for analysis. Data Science provides space for processing these signals through machine learning approaches. Many more biomedical signal processing implementations are in place using machine learning methods. This is the inspiration in adopting machine learning approach for analysing EEG signal data for epileptic seizure detection.
