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IVOA Knowledge Discovery Interest Group Charter Knowledge discovery is the task of processing and analyzing data sets with the aim of extracting new knowledge. ...
IVOA KDD IG: A user guide for Data Mining in Astronomy Who's interested? NickBall KirkBorne RaffaeleDAbrusco Purpose of this Guide The purpose of this guide is ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 4: The main data mining algorithms One of the aims of the KDD IG is to build up an inventory of data mining ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 5: Which algorithm to use? Unfortunately, there is no simple answer, because the differing characteristics ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 9: Worked example We illustrate some of the concepts described in this guide by describing and annotating the ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 6: Present and future directions The combination of an abundance of available data mining algorithms, advancing ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 1: What is 'data mining' and why is it important in astronomy? We begin by attempting to summarize what exactly ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 8: Links: Books, papers, websites There are a large number of books, papers, and websites about data mining ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 3: Overview of the data mining process The data mining process can be broken down into the following steps ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 2: Examples of improved results enabled by data mining techniques We describe some examples where data mining ...
IVOA KDD IG: A user guide for Data Mining in Astronomy 7: Algorithms and techniques astronomers could benefit from but seldom use There are a large number of algorithms ...
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