METHOD AND SYSTEM FOR LI-BASED ROBUST DISTRIBUTION CLUSTERING OF MULTINOMIAL DISTRIBUTIONS

Patent №

US 7,996,340

Granted

2011-08-09

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11959697

A workforce analysis method for solving L1-based clustering problem of multinomial distributions of workforce data includes acquiring workforce allocation data, arranging the workforce allocation data in sets of fraction data with respect to the L1 distances, clustering the sets of fraction data t corresponding set of cluster centers, or L1 distances for each set, minimizing the sets of fraction data based on the cluster centers or L1 distances and outputting analysis results of the clustering problem.

AI classification

Planning0.99
AI hardware0.99
Knowledge representation0.81
Evolutionary computation0.69
Machine learning0.43
Vision0.06
Natural language0.06
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 202690993

Assignors

KASHIMA, HISASHI

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

From the same owner

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