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Feature interaction problem

Known as: Feature interaction 
Feature interaction is a software engineering concept. It occurs when the integration of two features would modify the behavior of one or both… Expand
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Papers overview

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Highly Cited
2017
Highly Cited
2017
Factorization Machines (FMs) are a supervised learning approach that enhances the linear regression model by incorporating the… Expand
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Highly Cited
2015
Highly Cited
2015
Advances in computation and communication are taking shape in the form of the Internet of Things, Machine-to-Machine technology… Expand
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Highly Cited
2013
Highly Cited
2013
The feature-interaction problem has been keeping researchers and practitioners in suspense for years. Although there has been… Expand
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Highly Cited
2009
Highly Cited
2009
The evolving and adapting capabilities of robust intelligence are best manifested in its ability to learn. Machine learning… Expand
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Highly Cited
2008
Highly Cited
2008
The notion of feature is heavily used in Software Engineering, especially for software product lines. However, this notion… Expand
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Highly Cited
2007
Highly Cited
2007
Many factors affect the success of Machine Learning (ML) on a given task. The representation and quality of the instance data is… Expand
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Highly Cited
2007
Highly Cited
2007
Feature interaction presents a challenge to feature selection for classification. A feature by itself may have little correlation… Expand
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Highly Cited
2006
Highly Cited
2006
This paper addresses the problem of determining the next set of releases in the course of software evolution. It formulates both… Expand
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Highly Cited
2003
Highly Cited
2003
A central problem in machine learning is identifying a representative set of features from which to construct a classification… Expand
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Highly Cited
2001
Highly Cited
2001
Abstract A feature is a unit of functionality that may be added to (or omitted from) a system. Examples of features are plug-ins… Expand
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