Artículos de revistas
Rule Generation and Compactation in the WWTP
Rule Generation and Compactation in the WWTP
Autor
CORTÉS, ULISES
RIAÑO, DAVIN
Institución
Resumen
IN THIS PAPER WE DISCUSS OUR APROACH TO LEARNING CLASSIFICATION RULES FROM DATA. WE STETCH OUT TWO MODULES OF OUR ARCHITECTURE, NAMELY LINNEO AND GAR.LINNEO, WICH IS A KNOWLEDGE ACQUISITION TOOL FOR ILL - STRUCTURED DOMAINS AUTOMATICALLY GENERATING CLASSES FROM EXAMPLES THAT INCREMENTALLY WORKS WITH AN UNSUPERVISED STRATEGY. LINNEO´S OUTPUT, A REPRESENTATION OF THE CONCEPTUAL STRUCTURE OF THE DOMAIN IN TERMS OF CLASSES, IS THE INPUT TO GAR THAT IS USED TO GENERATE A SET. GAR CAN GENERATE BOTH CONJUCTIVE AND DISJUCTIVE RULES. IN THIS PAPER WE DISCUSS OUR APROACH TO LEARNING CLASSIFICATION RULES FROM DATA. WE STETCH OUT TWO MODULES OF OUR ARCHITECTURE, NAMELY LINNEO AND GAR.LINNEO, WICH IS A KNOWLEDGE ACQUISITION TOOL FOR ILL - STRUCTURED DOMAINS AUTOMATICALLY GENERATING CLASSES FROM EXAMPLES THAT INCREMENTALLY WORKS WITH AN UNSUPERVISED STRATEGY. LINNEO'S OUTPUT, A REPRESENTATION OF THE CONCEPTUAL STRUCTURE OF THE DOMAIN IN TERMS OF CLASSES, IS THE INPUT TO GAR THAT IS USED TO GENERATE A SET. GAR CAN GENERATE BOTH CONJUCTIVE AND DISJUCTIVE RULES.