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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
Database
Evolutionary algorithm
Iteration
Umbrella term
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Code Bad Smell Detection through Evolutionary Data Mining
Shizhe Fu
,
Beijun Shen
International Symposium on Empirical Software…
2015
Corpus ID: 15967073
The existence of code bad smell has a severe impact on the software quality. Numerous researches show that ignoring code bad…
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2014
2014
Lateral load bearing capacity modelling of piles in cohesive soils in undrained conditions: An intelligent evolutionary approach
A. Ahangar-Asr
,
A. Javadi
,
A. Johari
,
Youliang Chen
Applied Soft Computing
2014
Corpus ID: 9277855
Highly Cited
2012
Highly Cited
2012
Customer churn prediction in telecommunications
B. Huang
,
M. Kechadi
,
Brian Buckley
Expert systems with applications
2012
Corpus ID: 11858760
2012
2012
Development of evolutionary data mining algorithms and their applications to cardiac disease diagnosis
Jenn-Long Liu
,
YuHong Hsu
,
Chih-Lung Hung
IEEE Congress on Evolutionary Computation
2012
Corpus ID: 2414076
This paper presents two kinds of evolutionary data mining (EvoDM) algorithms, termed GA-KM and MPSO-KM, to cluster the dataset of…
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2011
2011
Evolutionary spectral co-clustering
Nathan Green
,
M. Rege
,
Xumin Liu
,
Reynold J. Bailey
The International Joint Conference on Neural…
2011
Corpus ID: 9561930
Co-clustering is the problem of deriving sub-matrices from the larger data matrix by simultaneously clustering rows and columns…
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2008
2008
G-REX: A Versatile Framework for Evolutionary Data Mining
Rikard König
,
U. Johansson
,
L. Niklasson
IEEE International Conference on Data Mining…
2008
Corpus ID: 11568935
This paper presents G-REX, a versatile data mining framework based on genetic programming. What differs G-REX from other GP…
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2006
2006
Evolutionary Data Mining for Link Analysis: Preliminary Experiments on a Social Network Test Bed
W. Hsu
,
Andrew L. King
,
Martin S. R. Paradesi
,
Tejaswi Pydimarri
,
Tim Weninger
2006
Corpus ID: 55938098
paper, we address the problem of graph feature extraction and selection for link analysis in weblogs and similar social networks…
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Highly Cited
2003
Highly Cited
2003
A novel evolutionary data mining algorithm with applications to churn prediction
Wai-Ho Au
,
Keith C. C. Chan
,
X. Yao
IEEE Transactions on Evolutionary Computation
2003
Corpus ID: 8402000
Classification is an important topic in data mining research. Given a set of data records, each of which belongs to one of a…
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2003
2003
From Static to Dynamic Web Usage Mining : Towards Scalable Profiling and Personalization with Evolutionary Computation
O. Nasraoui
,
Carlos Rojas
2003
Corpus ID: 16598969
In addition to its ever-expanding size and lack of structure, the World Wide Web has not been responsive to user preferences and…
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2001
2001
Evolutionary Data Mining With Automatic Rule Generalization
R. Cattral
,
F. Oppacher
,
D. Deugo
2001
Corpus ID: 18625415
This paper describes RAGA, a data mining system that combines evolutionary and symbolic machine learning methods, and discusses…
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