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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, ...
Intelligent Systems and Soft Computing: Prospects, Tools and Applications
(Springer-Verlag Berlin Heidelberg, 2000)
Artificial intelligence has, traditionally focused on solving human-centered problems like natural language processing or common-sense reasoning. On the other hand, for a while now soft computing has been applied successfully ...
Massively Multi-Agent Systems I: First International Workshop, MMAS 2004, Kyoto, Japan, December 10-11, 2004, Revised Selected and Invited Papers
(Springer-Verlag Berlin Heidelberg, 2005)
In the era of ubiquitous computing and networking, millions of electronic devices with computing facilities in the public space are connected with each other in ad hoc ways, but are required to behave coherently. Massively ...
Large-Scale Parallel Data Mining
(Springer-Verlag Berlin Heidelberg, 2000)
With the unprecedented growth-rate at which data is being collected and stored electronically today in almost all fields of human endeavor, the efficient extraction of useful information from the data available is becoming ...
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 ...