Analysis of Community Structures in Environmental Samples

Patent №

US 9,014,987

Granted

2015-04-21

Filed 2011

Owner

TATA CONSULTANCY SERVICES LIMITED

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13331557

Systems and methods for analyzing community structures within a plurality of environmental samples are described herein. The method includes obtaining taxa data corresponding to taxonomic groups within the plurality of the environmental samples. Based on the taxa data, an abundance value for each of the taxonomic groups with respect to each of the plurality of environmental samples is determined. Further, based on abundance values, an interaction factor for each pair of the taxonomic groups in the plurality of environmental samples is computed. The interaction factor is indicative of a degree of interaction between a pair of taxonomic groups from among the taxonomic groups. Based in part on interaction factors and abundance values, the plurality of the environmental samples is clustered.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG16B 45/00G16B 10/00G16B 25/10G16B 50/30G06T 11/26G16B 25/00G16B 50/00

AI classification

Knowledge representation1.00
Planning1.00
Evolutionary computation1.00
Machine learning0.98
AI hardware0.80
Vision0.31
Natural language0.02
Speech0.00

Ownership

TATA CONSULTANCY SERVICES LIMITED

assignment · 283270386

Assignors

MANDE, SHARMILA SHEKHAR, BHUSAN, KUNTAL KUMAR, GHOSH, TARINI SHANKAR

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

From the same owner

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