Article: Data mining researchers search for new tools; searching for simple relationships in large databases is no longer good enough with today's constantly changing, increasingly complex, massive distributed data sources. (Data Mining Database Models).

The recent onslaught of genomic data from completion of the initial draft of the human genome project (HGP) brings to light the need for reliable data mining tools to create meaningful knowledge out of all the different data sets available and all the variations that data takes on as its form. But the HGP is just one of many data-intensive projects that have arisen over the past decade, challenging researchers to solve problems as diverse as earthquakes, astronomical observations, weather, multimedia events, high-throughput screening correlations, and Internet searches.

Researchers themselves are further complicating an already complex problem by adding special ...

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