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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.
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… 
2010
2010
Evolutionary data mining approaches for rule-based and tree-based classifiers
Data mining is an important process, with applications found in many business, science and industrial problems. While a wide… 
2007
2007
An Evolutionary Data Mining Model for Fuzzy Concept Extraction
Considering the fast growth of data contents in terms of size as well as variety, finding useful information from collections of… 
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… 
2005
2005
Data Mining Meets Evolutionary Computation: A New Framework for Dynamic and Scalable Evolutionary Data Mining based on Non-Stationary Function Optimization
Data mining has recently attracted attention as a set of efficient techniques that can discover patterns from huge data. More… 
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… 
2002
2002
Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management
A fuzzy logic based expert system has been developed that automatically allocates resources in real-time over many dissimilar… 
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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