Cantitate/Preț
Produs
Total produse
Vezi coșul
Computational Intelligence in Protein-Ligand Interaction Analysis de Bing Wang

Computational Intelligence in Protein-Ligand Interaction Analysis

Autor Bing Wang, Peng Chen, Jun Zhang
en Limba Engleză Paperback – 26 mar 2024
Computational Intelligence in Protein-Ligand Interaction Analysis presents computational techniques for predicting protein-ligand interactions, recognizing protein interaction sites, and identifying protein drug targets. The book emphasizes novel approaches to protein-ligand interactions, including machine learning and deep learning, presenting a state-of-the-art suite of skills for researchers. The volume represents a resource for scientists, detailing the fundamentals of computational methods, showing how to use computational algorithms to study protein interaction data, and giving scientific explanations for biological data through computational intelligence. Fourteen chapters offer a comprehensive guide to protein interaction data and computational intelligence methods for protein-ligand interactions.

  • Presents a guide to computational techniques for protein-ligand interaction analysis
  • Guides researchers in developing advanced computational intelligence methods for the protein-ligand problem
  • Identifies appropriate computational tools for various problems
  • Demonstrates the use of advanced techniques such as vector machine, neural networks, and machine learning
  • Offers the computational, mathematical and statistical skills researchers need
Citește tot Restrânge

Preț: 97025 lei

Preț vechi: 133576 lei
-27%

Puncte Express: 1455

Carte tipărită la comandă

Livrare economică 16-30 iulie

Livrare prin curier în România Termenul estimat este afișat lângă disponibilitate.
Transport gratuit pentru acest produs Plată online sau ramburs, în funcție de opțiunile comenzii.
Retur gratuit în 14 zile Comandă securizată și suport în română.
 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă

Specificații

ISBN-13: 9780128243862
ISBN-10: 0128243864
Pagini: 278
Ilustrații: 60 illustrations (30 in full color)
Dimensiuni: 152 x 229 mm
Greutate: 0.46 kg
Editura: ELSEVIER SCIENCE

Cuprins

1. Computational intelligence methods in protein-ligand interactions
2. Random forest method for predicting protein ligand-binding residues
3. Encoders of protein residues for identifying protein-protein interacting residues
4. Identification of hot spot residues in protein interfaces from protein sequences and ensemble methods
5. Semi-supervised prediction of protein interaction sites from unlabeled sample information
6. Developing computational model to predict protein-protein interaction sites based on XGBoost algorithm
7. Evolutional algorithms and their applications in protein long-range contact prediction
8. A novel robust geometric approach for modelling protein-protein interaction networks
9. Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis
10. Ensemble learning-based prediction on drug-target interactions
11. Convolutional neural networks for drug-target interaction prediction
12. Ensemble learning methods for drug-induced liver injury identification
13. Database construction for mutant protein interactions
14. A linear programming computational framework integrates phosphor-proteomics and prior knowledge to predict drug efficacy