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Lossy Preprocessing

Project description

A mathematic framework for fixing data-searching algorithms

Analysing the large amount of data found in current applications demands complex mechanisms. Data preprocessing applications can obtain much more correct and useful final data-sets for further data-searching algorithms: having a sufficiently accurate representation that is precisely relevant to the original version and to existing storage space. Even though this constitutes a mathematical task, we currently lack a specific mathematical framework for such analysis. The EU-funded LOPRE project aims to develop a meticulous mathematics framework for the analysis of algorithm preprocessing. New techniques for preprocessing and a framework for qualitative analysis for the comparison of existing procedures will be created, to help understand constraints for certain cases. This will open new possibilities for many fields of computer science.

Call for proposal

ERC-2018-COG
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Host institution

UNIVERSITETET I BERGEN
Address
Museplassen 1
5020 Bergen
Norway
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 2 000 000

Beneficiaries (1)

UNIVERSITETET I BERGEN
Norway
EU contribution
€ 2 000 000
Address
Museplassen 1
5020 Bergen
Activity type
Higher or Secondary Education Establishments