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Using grid-clustering methods in data classification
Journal
Proceedings. International Conference on Parallel Computing in Electrical Engineering
Date Issued
2002
Author(s)
A. Borisov
Riga Technical University
DOI
10.1109/pcee.2002.1115319
Abstract
This paper examines grid-clustering method. Unlike the conventional methods, this method organizes the space surrounding the patterns. It uses a multidimensional grid data structure. The resulting block partitioning of the value space is clustered via a neighbor search. The mathematical description of the algorithms employed is given. Some case studies and ideas on how to use the algorithms are described.