libcats.org
Главная

Data Mining with Computational Intelligence

Обложка книги Data Mining with Computational Intelligence

Data Mining with Computational Intelligence

,
Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, banking, retail, and many others. Wang and Fu present in detail the state of the art on how to utilize fuzzy neural networks, multilayer perceptron neural networks, radial basis function neural networks, genetic algorithms, and support vector machines in such applications. They focus on three main data mining tasks: data dimensionality reduction, classification, and rule extraction. The book is targeted at researchers in both academia and industry, while graduate students and developers of data mining systems will also profit from the detailed algorithmic descriptions.
EPUB | FB2 | MOBI | TXT | RTF
* Конвертация файла может нарушить форматирование оригинала. По-возможности скачивайте файл в оригинальном формате.
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:

Кубок

Автор:
Категория: Поэзия
Размер книги: 9 Kb

The Theory of Functions of Real Variables

Автор:
Категория: Mathematics, Calculus, Advanced calculus
Размер книги: 12.17 Mb

RTP: Audio and Video for the Internet

Автор:
Размер книги: 2.88 Mb

Физиология человека

Автор:
Категория: society
Размер книги: 10.21 Mb

Russian Armored Cars 1930-2000

Автор:
Размер книги: 49.80 Mb

Seeking Wisdom: From Darwin to Munger, 3rd Edition

Автор:
Размер книги: 12.26 Mb