Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution

Autor:	Ivan Kholod, Ilya Petukhov
Rok vydání:	2015
Předmět:	Structure (mathematical logic) Data set Theoretical computer science Computer science Data stream mining Functional expression Parallel algorithm Function (mathematics) Extension (predicate logic) Data mining algorithm
Zdroj:	Lecture Notes in Computer Science ISBN: 9783319219080 PaCT
DOI:	10.1007/978-3-319-21909-7_6
Popis:	The article describes extension of λ-calculation for creation of parallel data mining algorithms. The proposed approach uses presentation of the algorithm as a consequence of pure functions with unified interfaces. For parallel execution we use special function that allows to change a structure of the algorithm and to implement various strategies for processing of data set and model.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::f0fea73d518925a177d27deee529f8df https://doi.org/10.1007/978-3-319-21909-7_6 Zobrazit plný text záznamu