IDA - Intelligent Data Analysis Research Group

IDA - Intelligent Data Analysis Research Lab

In IDA, we try to make computers discover knowledge in data. To this end we develop data mining and machine learning algorithms helping us detect regularities (frequent patterns, strong associations), construct predictive models, and ultimately identify the phenomenon that generated the observed data. Our expertise includes the strong paradigm of relational data mining, overcoming the deficiency of traditional data mining tools which constrain their analysis to a mere single table of a multi-relational database.

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Highlights

Machine Learning Journal A special issue of the Machine Learning journal is now out with selected papers from the ILP'08 conference we organized.

Data Mining & Medical Knowledge Management book The Data Mining & Medical Knowledge Management book is now out with two chapters co-authored by IDA members.

xgene.org IDA has launched a testing version of the public tool XGENE.ORG for multi-platform gene expression data analysis.

Pattern viewerIDA has implemented relational data mining functionality into the SEVENPRO semantic product-engineering software tool.

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