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

摘要

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.