CCXGB: Centroid-based features enhancement using Convolutional Neural Network combined with XGB classifier for Protein-Protein interaction prediction

Gunjan Sahni; Soniya Lalwani

doi:10.1007/s41870-023-01577-0

ScienceGate Book Chapters

JOURNAL ARTICLE

CCXGB: Centroid-based features enhancement using Convolutional Neural Network combined with XGB classifier for Protein-Protein interaction prediction

Gunjan Sahni Soniya Lalwani

Year: 2023 Journal: International Journal of Information Technology Vol: 16 (1)Pages: 393-401 Publisher: Springer Nature

DOI: 10.1007/s41870-023-01577-0

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Centroid Convolutional neural network Artificial intelligence Classifier (UML) Pattern recognition (psychology) Artificial neural network Feature extraction Boosting (machine learning) Deep learning Machine learning

Metrics

Cited By

1.54

FWCI (Field Weighted Citation Impact)

Refs

0.81

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Computational Drug Discovery Methods

Physical Sciences → Computer Science → Computational Theory and Mathematics

Bioinformatics and Genomic Networks

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Cell Image Analysis Techniques

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

CCXGB: Centroid-based features enhancement using Convolutional Neural Network combined with XGB classifier for Protein-Protein interaction prediction

Metrics

Citation History

Topics

Related Documents

Enhancement of Convolutional Neural Network for Protein-Protein Interaction Prediction Using Sequence Feature Extension

Prediction of Protein–Protein Interaction Sites Using Convolutional Neural Network and Improved Data Sets

Attention-based Convolutional Neural Networks for Protein-Protein Interaction Site Prediction

Protein Structure Prediction Using Multiple Artificial Neural Network Classifier

Novel Protein Structure Prediction Model Using Fused Pipit Adapted Deep Convolutional Neural Network Classifier