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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… (More)
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Topic mentions per year

Topic mentions per year

1999-2018
02419992018

Related topics

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Data miningDatabaseEvolutionary algorithmIteration
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Related mentions per year

Related mentions per year

1937-2018
19401960198020002020
Evolutionary data mining
Database
Iteration
Data mining
Evolutionary algorithm
Umbrella term

Papers overview

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2015
2015
Evolutionary Data Mining for Genomics
Knowledge discovery from genomic data has become an important research area for biologists. Nowadays, a lot of data is available… (More)
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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… (More)
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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… (More)
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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… (More)
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2009
2009
Evolutionary Data Mining for Genomics
Knowledge discovery from genomic data has become an important research area for biologists. Nowadays, a lot of data is available… (More)
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2008
2008
G-REX: A Versatile Framework for Evolutionary Data Mining
This paper presents G-REX, a versatile data mining framework based on genetic programming. What differs G-REX from other GP… (More)
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2006
2006
Evolutionary data mining approach to creating digital logic
A data mining based procedure for automated reverse engineering has been developed. The data mining algorithm for reverse… (More)
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Highly Cited
2003
Highly Cited
2003
A novel evolutionary data mining algorithm with applications to churn prediction
Classification is an important topic in data mining research. Given a set of data records, each of which belongs to one of a… (More)
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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… (More)
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2001
2001
Evolutionary Data Mining With Automatic Rule Generalization
This paper describes RAGA, a data mining system that combines evolutionary and symbolic machine learning methods, and discusses… (More)
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