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Patent Searching and Data


Title:
DATA CLUSTERING METHOD AND DEVICE AND PROGRAM RECORDING MEDIUM
Document Type and Number:
Japanese Patent JPH11219374
Kind Code:
A
Abstract:

To reduce the number of times of distance calculation for data clustering.

A search tree for multi-dimensional search to plural pattern vectors to be divided into clusters is constructed and nodes other than a root node are made to correspond to the partial spaces of a data space (101). The nodes of the search tree are successively scanned and the respective nodes are subjected to the following processings. For the respective partial paces corresponding to the respective nodes, a temporary representative point not expected to be closest to the pattern vector inside the partial space among the plural temporary representative points for representing the plural clusters is discriminated (200). Thereafter, the closest temporary representative point to the respective pattern vectors inside the partial space is selected from among the plural temporary representative points after the temporary representative point not expected to be the closest is eliminated.


Inventors:
SINGH VINEET
RANKA SANJAY
ALSABTI KHALED
Application Number:
JP31011798A
Publication Date:
August 10, 1999
Filing Date:
October 30, 1998
Export Citation:
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Assignee:
HITACHI LTD
International Classes:
G06F17/30; G06K9/62; (IPC1-7): G06F17/30
Attorney, Agent or Firm:
Akio Takahashi (1 person outside)