Patent US 11,074,992

Patent №

US 11,074,992

Granted

Owner

Lab

AI components

4

ml · vision · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

15485767

A method and system for determining interaction sites between biosequences is described herein. A dataset of contact data for a plurality of biomolecule pairs is obtained to account their frequency of occurrence. Statistical weights are determined for each frequency of occurrence. Each vector of a statistical residual vector space (SRV) is decomposed through principal component decomposition. The vectors of the SRV are re-projected back to a new SRV with a new set of coordinates. A feature vector is generated and inputted into a predictor for outputting a likelihood of an interaction site.

Machine learningVisionPlanningAI hardwareG16B 20/30G16B 20/00G16B 40/00G16B 40/30

AI classification

Machine learning1.00
Vision1.00
Planning1.00
AI hardware0.91
Evolutionary computation0.14
Natural language0.04
Knowledge representation0.01
Speech0.00
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