HARMONIC AVERAGE BASED CLUSTERING METHOD AND SYSTEM

Patent №

US 6,584,433

Granted

2003-06-24

Filed 2000

Owner

HEWLETT-PACKARD COMPANY

Lab

AI components

4

ml · vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09684719

A harmonic average data clustering method and system. First, a plurality of data points for clustering is received. Next, a number K of clusters is also received. Then, K center points are initialized. For each center point, a new center position is then determined by utilizing a K-Harmonic Means performance function.

AI classification

Machine learning1.00
Evolutionary computation1.00
Vision0.99
AI hardware0.84
Planning0.11
Speech0.07
Knowledge representation0.00
Natural language0.00

Ownership

HEWLETT-PACKARD COMPANY

assignment · 126100849

Assignors

ZHANG, BIN, HSU, MEICHUN, DAYAL, UMESHWAR

On an employer assignment, the assignors are typically the inventors.

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