Könyv Knowledge Discovery using Machine Learning Algorithms Sujata Dash

Knowledge Discovery using Machine Learning Algorithms

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
21 766 Ft
The goal of this book is to provide a more effective way to extract features with highly important i...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
192
EAN
9783659926204
Enbook ID
15359210
Súly
304
Méretek
150 x 220 x 12

Teljes leírás

The goal of this book is to provide a more effective way to extract features with highly important information to a specific disease, i.e. informative features, using correlation based rough set feature extraction method (RSs), rough set, genetic algorithms (GAs) and its variants, fuzzy-rough set, nearest neighbor, decision tree algorithms and partial least square method and some adaptive neural networks due to their learning abilities to construct hypotheses that can explain complex relationships in the data. This research explores the effectiveness of integrated and hybrid feature extraction methods proposed in the following chapters, in analyzing gene expression activities, based on a specific tumor disease and identifying the informative genes that underlie different precision levels in the extraction process. The identified gene subset may give an enhanced insight on the gene-gene interaction in response to different stages of abnormal cell growth which could be vital in designing treatment strategies to prevent any progression of abnormal cells.

Érdekelheti

Teacher's Guide 6

Sandra Roberts
47 652 Ft
17 444 Ft

Shipwrecked

Kiley Nicole Figgins
3 170 Ft

Language and Logos

Gisbert Fanselow
52 032 Ft

History of India, Volume 9

Romesh Chunder Dutt
13 476 Ft

Keys of My Prison

Frances Shelley Wees
3 882 Ft
21 596 Ft
20 856 Ft
3 510 Ft
3 183 Ft

Work Optional

Tanja Hester
5 416 Ft
6 469 Ft

Black Widow

Leslie Gray Streeter
5 147 Ft
13 476 Ft
18 480 Ft

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Mindethik

Gabriele Kuhner
8 446 Ft

Voyages de Gulliver

Jonathan Swift
8 218 Ft

alchimista

Paulo Coelho
7 805 Ft
5 873 Ft
9 684 Ft
6 129 Ft
5 770 Ft

La conjura de los caracoles

Andrés Perelló Rodríguez
8 558 Ft

Instituciones de derecho financiero y tributario

José Juan . . . [et al. ] Ferreiro Lapatza
9 357 Ft

Wunschdenken

Thilo Sarrazin
7 039 Ft

Samopaly

Ian V. Hogg
3 681 Ft