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Evolutionary data mining

Evolutionary data mining, or genetic data mining is an umbrella term for any data mining using evolutionary algorithms. While it can be used for… 
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Data mining
DatabaseEvolutionary algorithmIterationUmbrella term

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Code Bad Smell Detection through Evolutionary Data Mining
The existence of code bad smell has a severe impact on the software quality. Numerous researches show that ignoring code bad… 
2014
2014
Lateral load bearing capacity modelling of piles in cohesive soils in undrained conditions: An intelligent evolutionary approach
2012
2012
Development of evolutionary data mining algorithms and their applications to cardiac disease diagnosis
This paper presents two kinds of evolutionary data mining (EvoDM) algorithms, termed GA-KM and MPSO-KM, to cluster the dataset of… 
2012
2012
An evolutionary data mining approach on hydrological data with classifier juries
In this paper, we present an evolutionary approach for extracting a model of flood prediction from hydrological data observed… 
2012
2012
An evolutionary approach to modelling the soil-water characteristic curve in unsaturated soils
2011
2011
Evolutionary spectral co-clustering
Co-clustering is the problem of deriving sub-matrices from the larger data matrix by simultaneously clustering rows and columns… 
2006
2006
Evolutionary Data Mining for Link Analysis: Preliminary Experiments on a Social Network Test Bed
paper, we address the problem of graph feature extraction and selection for link analysis in weblogs and similar social networks… 
2003
2003
Co-evolutionary data mining for fuzzy rules: automatic fitness function creation phase space, and experiments
An approach is being explored that involves embedding a fuzzy logic based resource manager in an electronic game environment… 
2003
2003
From Static to Dynamic Web Usage Mining : Towards Scalable Profiling and Personalization with Evolutionary Computation
In addition to its ever-expanding size and lack of structure, the World Wide Web has not been responsive to user preferences and… 
Review
2001
Review
2001
Evolutionary data mining: an overview of genetic-based algorithms
This paper presents data mining (DM) solutions based on evolutionary methods. The framework emphasizes the suitability of genetic… 
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