OPEN EDUCATIONAL RESOURCES

UPA PERPUSTAKAAN UNEJ | NPP. 3509212D1000001

  • Home
  • Admin
  • Select Language :
    Arabic Bengali Brazilian Portuguese English Espanol German Indonesian Japanese Malay Persian Russian Thai Turkish Urdu

Search by :

ALL Author Subject ISBN/ISSN Advanced Search

Last search:

{{tmpObj[k].text}}
Image of Unsupervised Learning Algorithms
Bookmark Share

Text

Unsupervised Learning Algorithms

Celebi, M. Emre - Personal Name; AYDIN, Kemal - Personal Name;

This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous applications including pattern recognition, market basket analysis, web mining, social network analysis, information retrieval, recommender systems, market research, intrusion detection, and fraud detection. They present how the difficulty of developing theoretically sound approaches that are amenable to objective evaluation have resulted in the proposal of numerous unsupervised learning algorithms over the past half-century. The intended audience includes researchers and practitioners who are increasingly using unsupervised learning algorithms to analyze their data. Topics of interest include anomaly detection, clustering, feature extraction, and applications of unsupervised learning. Each chapter is contributed by a leading expert in the field.


Availability

No copy data

Detail Information
Series Title
-
Call Number
-
Publisher
: Springer Cham., 2016
Collation
59 b/w illustrations, 101 illustrations in colour
Language
English
ISBN/ISSN
978-3-319-24211-8
Classification
NONE
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
Automated Pattern Recognition
Artificial Intelligence
Computational Intelligence
Communications Engineering
Networks
Data Mining and Knowledge Discovery
Computer Communication Networks,
Specific Detail Info
-
Statement of Responsibility
M. Emre Celebi, Kemal Aydin
Other Information
Cataloger
Yudi
Source
-
Validator
-
Other version/related

No other version available

File Attachment
  • Unsupervised Learning Algorithms
Comments

You must be logged in to post a comment

OPEN EDUCATIONAL RESOURCES

Search

start it by typing one or more keywords for title, author or subject


Select the topic you are interested in
  • Computer Science, Information & General Works
  • Philosophy & Psychology
  • Religion
  • Social Sciences
  • Language
  • Pure Science
  • Applied Sciences
  • Art & Recreation
  • Literature
  • History & Geography
Icons made by Freepik from www.flaticon.com
Advanced Search
Where do you want to share?