C4.5: programs for machine learning
C4.5: programs for machine learning
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Machine Learning
Methods and Problems in Data Mining
ICDT '97 Proceedings of the 6th International Conference on Database Theory
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
A Mathematical Theory of Communication
A Mathematical Theory of Communication
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Astronomy is among those sciences that, with time and technology, has found itself producing more and more data. Now, dealing with so many data is a major problem, and standard query techniques become insufficient. This paper raises the relevance of data mining techniques in such cases, through a complete example of application to real astronomical data. The approach, the implementation and the results are analysed. The stake of such works is to give modern sciences a new way to use data, while keeping concerned with the fact that the majority of users are non-experts in knowledge engineering.