libcats.org
Главная

Intelligent data analysis: an introduction

Обложка книги Intelligent data analysis: an introduction

Intelligent data analysis: an introduction

,
This monograph is a detailed introductory presentation of the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues, ranging from the basic concepts of probability, through general notions of inference, to advanced multivariate and time series methods, as well as a detailed discussion of the increasingly important Bayesian approaches and Support Vector Machines. The following chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions into the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on Visualization and a higher-level overview of the IDA processes, which illustrates the breadth of application of the presented ideas.
Популярные книги за неделю:

50 рецептов для аэрогриля

Автор:
Категория: house, house, cook
Размер книги: 771 Kb

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Contemporary Theatre, Film and Television, Volume 97

Автор:
Размер книги: 3.18 Mb
Только что пользователи скачали эти книги:

Назар Стодоля

Автор:
Категория: Драматургия
Размер книги: 113 Kb

Affinger, George Alec - City On Sand

Автор:
Размер книги: 174 Kb

Information Visualization: Perception for Design, 2nd Edition

Автор:
Размер книги: 37.18 Mb

The Gallant Tailor

Автор:
Размер книги: 17.76 Mb

The Love Charm

Автор:
Категория: fiction
Размер книги: 1.45 Mb

El Temible Blott

Автор:
Категория: fiction
Размер книги: 661 Kb

The Rag and Bone Man

Автор:
Категория: fiction
Размер книги: 47 Kb