Machine learning an artificial intelligence approach volume II
Machine learning an artificial intelligence approach volume II
Generating rules for expert systems from observations
Pattern Recognition Letters
Identifying genuine clusters in a classification
Computational Statistics & Data Analysis
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Knowledge Acquisition Via Incremental Conceptual Clustering
Machine Learning
Cluster discovery in environmental databases using GESCONDA: The added value of comparisons
AI Communications - Binding Environmental Sciences and AI
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In this work, the application of some traditional statistical or AI techniques (Logistic Regression, Decision Trees and Discriminant Analysis) used to assist interpretation of a set of classes is presented together with a new methodology Conceptual characterization by embedded conditioning (CCEC)[7] based on combination of statistics and some knowledge induction. All of them are applied to a set of real data coming from a WasteWater Treatment Plant (WWTP) previously classified [8] to identify the characteristic situations that can be found in.