METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR PREDICTING PROTEIN BINDING SITE

Patent №

US 11,620,567

Granted

2023-04-04

Filed 2019

Owner

SHENZHEN UNIVERSITY

+1 more

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16255857

The invention provides a method, apparatus, device and storage medium for predicting a protein binding site. The method comprises the steps of: receiving a protein sequence to be predicted, dividing the protein sequence by using a preset sliding window and sliding step to obtain a plurality of amino acid sub-sequences, building word vectors for the protein sequence according to the amino acid sub-sequences, extracting document features from word elements, building document feature vectors for the protein sequence according to the extracted document features, extracting protein chain biological features from the amino acid sub-sequences, building biological feature vectors for the protein sequence according to the extracted biological features, classifying the amino acid sub-sequences expressed with the document feature vectors and the biological feature vectors by using a preset amino acid residue classification model to obtain amino acid residue types for the protein sequence.

AI classification

Natural language1.00
Machine learning1.00
Vision0.91
Knowledge representation0.89
AI hardware0.80
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

SHENZHEN UNIVERSITY

assignment · 481290151

HARBIN INSTITUTE OF TECHNOLOGY SHENZHEN GRADUATE SCHOOL

assignment · 481290151

Assignors

ZHANG, YONG, HE, WEI, XU, YONG, ZHAO, DONGNING

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

From the same owner

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