Title :
Designing a kernel for data mining
Author :
Anand, Sarabjot S. ; Scotney, Bryan W. ; Tan, Mee G. ; McClean, Sally I. ; Bell, David A. ; Hughes, John G. ; Magill, Ian C.
Author_Institution :
Sch. of Inf. & Software Eng., Ulster Univ., Newtownabbey, UK
Abstract :
The Mining Kernel System provides a foundation for building data-mining tools that are capable of tackling complex knowledge discovery problems. Examples from applications involving intelligent computerized support for a urology clinic and improved customer database utilization in financial settings illustrate its effectiveness
Keywords :
deductive databases; financial data processing; knowledge acquisition; medical expert systems; Mining Kernel System; complex knowledge discovery problems; customer database utilization; data mining; financial settings; intelligent computerized support; urology clinic; Application software; Data mining; Explosions; Hardware; Helium; Information retrieval; Kernel; Machine learning; Relational databases; User interfaces;
Journal_Title :
IEEE Expert
