Invention Grant
- Patent Title: Mechanism for unsupervised clustering
- Patent Title (中): 无监督聚类机制
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Application No.: US10506634Application Date: 2003-03-03
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Publication No.: US07809726B2Publication Date: 2010-10-05
- Inventor: Adrian Flanagan
- Applicant: Adrian Flanagan
- Applicant Address: FI Espoo
- Assignee: Nokia Corporation
- Current Assignee: Nokia Corporation
- Current Assignee Address: FI Espoo
- Agency: Ditthavong Mori & Steiner, P.C.
- Priority: FI20020414 20020304
- International Application: PCT/FI03/00152 WO 20030303
- International Announcement: WO03/075221 WO 20030912
- Main IPC: G06F7/00
- IPC: G06F7/00 ; G06F17/30 ; G06N3/02

Abstract:
A computer-implemented method for determining cluster centers in a first data structure, wherein the first data structure comprises a lattice structure of weight vectors that create an approximate representation of a plurality of input data points. The method can include performing a first iterative process for iteratively updating the weight vectors such that they move toward cluster centers; performing a second iterative process for iteratively updating a second data structure utilizing results of the iterative updating of the first data structure; and determining the weight vectors that correspond to cluster centers of the input data points on the basis of the second data structure.
Public/Granted literature
- US20050102301A1 Mechanism for unsupervised clustering Public/Granted day:2005-05-12
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