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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
Using Genetic Programming in Nonlinear Model Identification
In this paper we summarize the use of genetic programming (GP) in nonlinear system identification: After giving a short… 
2012
2012
Application of an evolutionary data mining technique for constitutive modelling of geomaterials
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… 
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… 
2004
2004
Evaluation of Evolutionary Data Mining Techniques
To successfully develop new evolutionary data mining techniques, we need a methodology for evaluating their benefits… 
2004
2004
Co-evolutionary Data Mining in Phase Space for Robust Fuzzy Resource Management
Abstract : An approach is being explored that involves embedding a fuzzy logic based resource manager in an electronic game… 
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… 
2001
2001
Fuzzy Logic Resource Management and Genetic Algorithm Based Coevolutionary Data Mining
A fuzzy logic based expert system has been developed that automatically allocates electronic attack (EA) resources in real-time… 
1999
1999
EVOLUTIONARY DATA MINING APPLIED TO TV DATABASES : A FIRST APPROACH
Recently, Evolutionary Algorithms (EAs) have been applied with very good results to various types of data mining problems. This… 
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