Machine Learning Ecml 2007 PDF Download
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Author | : Joost N. Kok |
Publisher | : Springer |
Total Pages | : 812 |
Release | : 2007-09-08 |
Genre | : Computers |
ISBN | : 3540749586 |
Download Machine Learning: ECML 2007 Book in PDF, ePub and Kindle
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 | : Zbigniew W. Ras |
Publisher | : Springer |
Total Pages | : 275 |
Release | : 2008-05-13 |
Genre | : Computers |
ISBN | : 3540684166 |
Download Mining Complex Data Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the Third International Workshop on Mining Complex Data, MCD 2007, held in Warsaw, Poland, in September 2007, co-located with ECML and PKDD 2007. The 20 revised full papers presented were carefully reviewed and selected; they present original results on knowledge discovery from complex data. In contrast to the typical tabular data, complex data can consist of heterogenous data types, can come from different sources, or live in high dimensional spaces. All these specificities call for new data mining strategies.
Author | : |
Publisher | : |
Total Pages | : |
Release | : 2007 |
Genre | : Machine learning |
ISBN | : |
Download Machine Learning Book in PDF, ePub and Kindle
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Author | : Johannes Fürnkranz |
Publisher | : Springer Science & Business Media |
Total Pages | : 873 |
Release | : 2006-09-19 |
Genre | : Computers |
ISBN | : 354045375X |
Download Machine Learning: ECML 2006 Book in PDF, ePub and Kindle
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 | : Jean-Francois Boulicaut |
Publisher | : Springer Science & Business Media |
Total Pages | : 597 |
Release | : 2004-09-07 |
Genre | : Computers |
ISBN | : 3540231056 |
Download Machine Learning: ECML 2004 Book in PDF, ePub and Kindle
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 | : Luc de Raedt |
Publisher | : Springer |
Total Pages | : 635 |
Release | : 2003-06-30 |
Genre | : Computers |
ISBN | : 3540447954 |
Download Machine Learning: ECML 2001 Book in PDF, ePub and Kindle
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 | : João Gama |
Publisher | : Springer Science & Business Media |
Total Pages | : 784 |
Release | : 2005-09-22 |
Genre | : Computers |
ISBN | : 3540292438 |
Download Machine Learning: ECML 2005 Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the 16th European Conference on Machine Learning, ECML 2005, jointly held with PKDD 2005 in Porto, Portugal, in October 2005. The 40 revised full papers and 32 revised short papers presented together with abstracts of 6 invited talks were carefully reviewed and selected from 335 papers submitted to ECML and 30 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 | : Claire Nedellec |
Publisher | : Lecture Notes in Artificial Intelligence |
Total Pages | : 440 |
Release | : 1998-04-08 |
Genre | : Computers |
ISBN | : |
Download Machine Learning: ECML-98 Book in PDF, ePub and Kindle
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 | : Nada Lavra |
Publisher | : |
Total Pages | : 528 |
Release | : 2014-01-15 |
Genre | : |
ISBN | : 9783662191934 |
Download Machine Learning Book in PDF, ePub and Kindle
Author | : Joost N. Kok |
Publisher | : Springer Science & Business Media |
Total Pages | : 660 |
Release | : 2007-08-31 |
Genre | : Computers |
ISBN | : 3540749756 |
Download Knowledge Discovery in Databases: PKDD 2007 Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2007, held in Warsaw, Poland, co-located with ECML 2007, the 18th European Conference on Machine Learning. The 28 revised full papers and 35 revised short papers present original results on leading-edge subjects of knowledge discovery from conventional and complex data and address all current issues in the area.