Difference between revisions of "Data science"
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Data science concerns extracting knowledge from data. | Data science concerns extracting knowledge from data. | ||
Our research focuses on the development of machine learning methods and the knowledge extraction from complex data (eg. images, databases, etc.). | Our research focuses on the development of machine learning methods and the knowledge extraction from complex data (eg. images, databases, etc.). | ||
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==Main goals== | ==Main goals== | ||
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* data mining, eg. change of contexts and complex data representation, | * data mining, eg. change of contexts and complex data representation, | ||
* machine learning, in particular collaborative clustering and complex aggregates. | * machine learning, in particular collaborative clustering and complex aggregates. | ||
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Revision as of 18:10, 28 November 2017
The context
Data science concerns extracting knowledge from data. Our research focuses on the development of machine learning methods and the knowledge extraction from complex data (eg. images, databases, etc.).
Main goals
- to study and develop knowledge extraction methods,
- to apply these methods to the analysis of complex data such as spatio-temporal data, databases or digital images.
Our research focuses on
- data mining, eg. change of contexts and complex data representation,
- machine learning, in particular collaborative clustering and complex aggregates.