Statistical Learning Using Neural Networks

Statistical Learning Using Neural Networks

A Guide for Statisticians and Data Scientists with Python

de Braganca Pereira, Basilio; Borges de Oliveira, Fabio; Radhakrishna Rao, Calyampudi

Taylor & Francis Ltd

09/2020

234

Dura

Inglês

9781138364509

15 a 20 dias

498

Descrição não disponível.
1. Introduction. 2. Fundamental Concepts of Neural Networks. 3. Some Common Neural Network Models. 4 Multivariate Statistics and Neural Networks. 5. Regression Neural Network Models. 6. Survival Analysis and other Models.
Hidden Layers;Neural Networks;data science;Feedforward Network;machine learning;RBFN;data mining;Radial Basis Function;survivial analysis;Art Neural Network;Python code;General Regression Neural Networks;artificial neural networks;Hopfield Network;multivariate statistics neural networks;PNN;statistical methodologies;Som Network;McCulloch Pitt Neuron;Grade Point Averages;GPA;Stepwise Polynomial Regression;Wavelet Network;ICA;BAM;LVQ Network;General Regression Neural Network Architecture;Aft;Set Shuf Fle;Regression Models;Single Hidden Layer Feedforward Network;Low Back Disorders;Single Hidden Layer Neural Network