CoLe: A Cooperative Data Mining Approach and Its Application to Early Diabetes Detection

We present CoLe, a cooperative data mining approach for discovering hybrid knowledge. It employs multiple different data mining algorithms, and combines results from them to enhance the mined knowledge. For our medical application area, we analyse several focusing strategies that allowed us to gain medically significant results.

• Type: Conference
• Year: 2005
• Where: ICDM
• Authors: Jie Gao, Jörg Denzinger, Robert C. James
• Keywords: Data Mining, Data Mining Algorithms, Data Mining Approach, ICDM 2005