ZapNote: Scientio
While XML data is fundamentally tree-based and hierarchical, most data that is currently mined is table-based and relational. Many existing data mining algorithms deal don’t well with sparse data, and XML is a great example of such sparse data. Scientio has taken an approach to create data mining applications that deal well with the requirements of XML documents.