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Machine Learning Ecml 2007

Machine Learning Ecml
Author: Joost N. Kok
Publisher: Springer Science & Business Media
ISBN: 3540749578
Size: 80.20 MB
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The two premier annual European conferences in the areas of machine learning and data mining have been collocated ever since the ?rst joint conference in Freiburg, 2001. The European Conference on Machine Learning (ECML) traces its origins to 1986, when the ?rst European Working Session on Learning was held in Orsay, France. The European Conference on Principles and Practice of KnowledgeDiscoveryinDatabases(PKDD) was?rstheldin1997inTrondheim, Norway. Over the years, the ECML/PKDD series has evolved into one of the largest and most selective international conferences in machine learning and data mining. In 2007, the seventh collocated ECML/PKDD took place during September 17–21 on the centralcampus of WarsawUniversityand in the nearby Staszic Palace of the Polish Academy of Sciences. The conference for the third time used a hierarchical reviewing process. We nominated 30 Area Chairs, each of them responsible for one sub-?eld or several closely related research topics. Suitable areas were selected on the basis of the submission statistics for ECML/PKDD 2006 and for last year’s International Conference on Machine Learning (ICML 2006) to ensure a proper load balance amongtheAreaChairs.AjointProgramCommittee(PC)wasnominatedforthe two conferences, consisting of some 300 renowned researchers, mostly proposed by the Area Chairs. This joint PC, the largest of the series to date, allowed us to exploit synergies and deal competently with topic overlaps between ECML and PKDD. ECML/PKDD 2007 received 592 abstract submissions. As in previous years, toassistthereviewersandtheAreaChairsintheir?nalrecommendationauthors had the opportunity to communicate their feedback after the reviewing phase.
Machine Learning: ECML 2007
Language: en
Pages: 809
Authors: Joost N. Kok, Jacek Koronacki, Ramon Lopez de Mantaras, Dunja Mladenic, Stan Matwin
Categories: Computers
Type: BOOK - Published: 2007-09-05 - Publisher: Springer Science & Business Media
The two premier annual European conferences in the areas of machine learning and data mining have been collocated ever since the ?rst joint conference in Freiburg, 2001. The European Conference on Machine Learning (ECML) traces its origins to 1986, when the ?rst European Working Session on Learning was held in
Machine Learning: ECML 2006
Language: en
Pages: 851
Authors: Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou
Categories: Computers
Type: BOOK - Published: 2006-09-19 - Publisher: Springer Science & Business Media
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
Machine Learning: ECML 2005
Language: en
Pages: 769
Authors: João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo
Categories: Computers
Type: BOOK - Published: 2005-09-22 - Publisher: Springer Science & Business Media
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
Machine Learning: ECML-98
Language: en
Pages: 420
Authors: Claire Nedellec
Categories: Computers
Type: BOOK - Published: 1998-04-08 - Publisher: Springer Verlag
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
Machine Learning: ECML 2004
Language: en
Pages: 580
Authors: Jean-Francois Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi
Categories: Computers
Type: BOOK - Published: 2004-09-07 - Publisher: Springer Science & Business Media
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
Machine Learning: ECML-93
Language: en
Pages: 469
Authors: Pavel B. Brazdil, European Conference on Machine Learning (1993 : Wien), ECML
Categories: Computers
Type: BOOK - Published: 1993-03-23 - Publisher: Springer Science & Business Media
This volume contains the proceedings of the Eurpoean Conference on Machine Learning (ECML-93), continuing the tradition of the five earlier EWSLs (European Working Sessions on Learning). The aim of these conferences is to provide a platform for presenting the latest results in the area of machine learning. The ECML-93 programme
Machine Learning: ECML'97
Language: en
Pages: 360
Authors: Maarten van Someren, Gerhard Widmer, J. G. Carbonell, J. Siekmann
Categories: Computers
Type: BOOK - Published: 1997-04-09 - Publisher: Springer Science & Business Media
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
Machine Learning: ECML 2002
Language: en
Pages: 538
Authors: Tapio Elomaa, Heikki Mannila, Hannu Toivonen
Categories: Computers
Type: BOOK - Published: 2002-08-05 - Publisher: Springer
This book constitutes the refereed preceedings of the 13th European Conference on Machine Learning, ECML 2002, held in Helsinki, Finland in August 2002. The 41 revised full papers presented together with 4 invited contributions were carefully reviewed and selected from numerous submissions. Among the topics covered are computational discovery, search
Machine Learning: ECML 2002
Language: en
Pages: 538
Authors: Tapio Elomaa, Heikki Mannila, Hannu Toivonen
Categories: Computers
Type: BOOK - Published: 2002-08-05 - Publisher: Springer
This book constitutes the refereed preceedings of the 13th European Conference on Machine Learning, ECML 2002, held in Helsinki, Finland in August 2002. The 41 revised full papers presented together with 4 invited contributions were carefully reviewed and selected from numerous submissions. Among the topics covered are computational discovery, search
Machine Learning and Knowledge Discovery in Databases
Language: en
Pages: 307
Authors: Bettina Berendt, Björn Bringmann, Élisa Fromont, Gemma Garriga, Pauli Miettinen, Nikolaj Tatti, Volker Tresp
Categories: Computers
Type: BOOK - Published: 2016-09-03 - Publisher: Springer
The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully