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» A Graded Applicability of Rules
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MCS
2009
Springer
16 years 1 months ago
True Path Rule Hierarchical Ensembles
Abstract. Hierarchical classification problems gained increasing attention within the machine learning community, and several methods for hierarchically structured taxonomies have...
Giorgio Valentini
DASFAA
2007
IEEE
159views Database» more  DASFAA 2007»
16 years 19 days ago
Mining Vague Association Rules
In many online shopping applications, traditional Association Rule (AR) mining has limitations as it only deals with the items that are sold but ignores the items that are almost s...
An Lu, Yiping Ke, James Cheng, Wilfred Ng
IWCLS
2007
Springer
16 years 13 days ago
Evolving Fuzzy Rules with UCS: Preliminary Results
This paper presents Fuzzy-UCS, a Michigan-style Learning Fuzzy-Classifier System designed for supervised learning tasks. FuzzyUCS combines the generalization capabilities of UCS w...
Albert Orriols-Puig, Jorge Casillas, Ester Bernad&...
AINA
2006
IEEE
16 years 11 days ago
A Hybrid Rule-Based/Case-Based Reasoning Approach for Service Fault Diagnosis
— In today’s service market the provisioning of high quality services has become a critical issue for providers as the business success of their customers is often based on the...
Andreas Hanemann
AIIA
2005
Springer
15 years 12 months ago
Mining Relational Association Rules for Propositional Classification
In traditional classification setting, training data are represented as a single table, where each row corresponds to an example and each column to a predictor variable or the targ...
Annalisa Appice, Michelangelo Ceci, Donato Malerba