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» Reasoning on Association Rules
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FLAIRS
2007
15 years 8 months ago
Learning Uncertain Rules with CONDORCKD
CONDORCKD is a system implementing a novel approach to discovering knowledge from data. It addresses the issue of relevance of the learned rules by algebraic means and explicitly ...
Jens Fisseler, Gabriele Kern-Isberner, Christoph B...
LPNMR
2011
Springer
14 years 9 months ago
Integrating Rules and Ontologies in the First-Order Stable Model Semantics (Preliminary Report)
We present an approach to integrating rules and ontologies on the basis of the first-order stable model semantics defined by Ferraris, Lee and Lifschitz. We show that a few exist...
Joohyung Lee, Ravi Palla
AI
2003
Springer
15 years 11 months ago
Efficient Mining of Indirect Associations Using HI-Mine
Discovering association rules is one of the important tasks in data mining. While most of the existing algorithms are developed for efficient mining of frequent patterns, it has be...
Qian Wan, Aijun An
ACSC
2004
IEEE
15 years 10 months ago
Code Improvements for Model Elimination Based Reasoning Systems
We have been investigating ways in which the performance of model elimination based systems can be improved and in this paper we present some of our results. Firstly, we have inve...
Richard A. Hagen, Scott D. Goodwin, Abdul Sattar
ESANN
2006
15 years 7 months ago
Learning and discrimination through STDP in a top-down modulated associative memory
Abstract. This article underlines the learning and discrimination capabilities of a model of associative memory based on artificial networks of spiking neurons. Inspired from neuro...
Anthony Mouraud, Hélène Paugam-Moisy