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WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles: 4th International Workshop, Edmonton, Canada, July 23, 2002. Revised Papers
(Springer-Verlag Berlin Heidelberg, 2003)
WorkshopTheme Data mining as a discipline aims to relate the analysis of large amounts of user data to shed light on key business questions. Web usage mining in particular, a relatively young discipline, investigates ...
Semantics, Web and Mining: Joint International Workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3-7, 2005, Revised Selected Papers
(Springer-Verlag Berlin Heidelberg, 2006)
Finding knowledge – or meaning – in data is the goal of every knowledge discovery efort. Subsequent goals and questions regarding this knowledge difer amongknowledgediscovery(KD) projectsandapproaches. Onecentralquestion ...
Data Mining: Theory, Methodology, Techniques, and Applications
(Springer-Verlag Berlin Heidelberg, 2006)
This volume provides a snapshot of the current state of the art in data mining, presenting it both in terms of technical developments and industrial applications. The collection of chapters is based on works presented at ...
Knowledge Discovery in Databases: PKDD 2004: 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004. Proceedings
(Springer-Verlag Berlin Heidelberg, 2004)
This book constitutes the refereed proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2004, held in Pisa, Italy, in September 2004 jointly with ECML 2004. The ...
Mining Multimedia and Complex Data: KDD Workshop MDM/KDD 2002. PAKDD Workshop KDMCD 2002. Revised Papers
(Springer-Verlag Berlin Heidelberg, 2003)
WorkshopTheme Digital multimedia di?ers from previous forms of combined media in that the bits that represent text, images, animations, and audio, video and other signals can be treated as data by computer programs. One ...
Algorithmic Learning Theory: 15th International Conference, ALT 2004, Padova, Italy, October 2-5, 2004. Proceedings
(Springer-Verlag Berlin Heidelberg, 2004)
Algorithmic learning theory is mathematics about computer programs which learn from experience. This involves considerable interaction between various mathematical disciplines including theory of computation, statistics, ...
Machine Learning and Data Mining in Pattern Recognition: Third International Conference, MLDM 2003 Leipzig, Germany, July 5–7, 2003 Proceedings
(Springer-Verlag Berlin Heidelberg, 2003)
The International Conference on Machine Learning and Data Mining(MLDM)is the third meeting in a series of biennial events, which started in 1999, organized by the Institute of Computer Vision and Applied Computer Sciences ...
Deterministic and Statistical Methods in Machine Learning: First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures
(Springer-Verlag Berlin Heidelberg, 2005)
This book consitutes the refereed proceedings of the First International Workshop on Machine Learning held in Sheffield, UK, in September 2004.The 19 revised full papers presented were carefully reviewed and selected for ...