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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, ...
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 ...
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 ...
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 ...
Knowledge Science, Engineering and Management: Second International Conference, KSEM 2007, Melbourne, Australia, November 28-30, 2007. Proceedings
(Springer-Verlag Berlin Heidelberg, 2007)
This book constitutes the refereed proceedings of the Second International Conference on Knowledge Science, Engineering and Management, KSEM 2007, held in Melbourne, Australia, in November 2007. The 42 revised full papers ...
Machine Learning: ECML 2004: 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004. Proceedings
(Springer-Verlag Berlin Heidelberg, 2004)
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 ...
Qualitative Spatial Reasoning with Topological Information
(Springer-Verlag Berlin Heidelberg, 2002)
Spatial knowledge representation and reasoning with spatial knowledge are relevant issues for many application areas such as robotics, geographical information systems, and computer vision. Exceeding purely quantitative ...
Machine Learning and Data Mining in Pattern Recognition: 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007. Proceedings
(Springer-Verlag Berlin Heidelberg, 2007)
MLDM / ICDM Medaillie Meissner Porcellan, the “White Gold” of King August the Strongest of Saxonia Gottfried Wilhelm von Leibniz, the great mathematician and son of Leipzig, was watching over us during our event in Machine ...
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 ...
Progress in Discovery Science: Final Report of the Japanese Dicsovery Science Project
(Springer-Verlag Berlin Heidelberg, 2002)
This book documents the scientific outcome and constitutes the final report of the Japanese reseach project on discovery science. During three years more than 60 scientists participated in the project and developed a wealth ...