Overview

Full Product Details

Author:   Walter Filgueira de Azevedo Jr.
Publisher:   Springer-Verlag New York Inc.
Imprint:   Humana
Edition:   Second Edition 2026
Volume:   2984
ISBN:  

9781071649480

ISBN 10:   1071649485
Pages:   314
Publication Date:   12 October 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

A Primer of SanDReS 2.0 for Scoring Function Design.- Exploring the Scoring Function Space with Lasso Regression.- Combining MVD and Ridge Method to Predict CDK2 Inhibition.- Elastic Net Regression to Predict CDK2 Inhibition.- Gradient Descent to Predict Enzyme Inhibition.- Decision Tree for Prediction of Binding Affinity.- Calculating Enzyme Inhibition with Random Forests.- Extremely Randomized Trees to Determine Binding Affinity.- Hands-On Docking with Molegro Virtual Docker.- Molegro Virtual Docker for Docking Screens.- Molegro Data Modeller for Machine Learning.- Neural Networks with Molegro Data Modeller.- AlphaFold for Docking Screens.- Differential Evolution for Docking Simulations.- Machine Learning to Predict CDK4 Inhibition.- Targeting CDK9 with Molegro Virtual Docker.- CDK7 as a Target for Docking Screens.- Molegro Data Modeller to Estimate CDK6 Inhibition.- Neural Networks to Calculate CDK2 Inhibition.- Tree-Based Methods to Predict Enzyme Inhibition.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions