Intelligent Information Processing II

Intelligent Information Processing II
Author :
Publisher : Springer
Total Pages : 550
Release :
ISBN-10 : 9780387231525
ISBN-13 : 0387231528
Rating : 4/5 (528 Downloads)

Book Synopsis Intelligent Information Processing II by : Qing He

Download or read book Intelligent Information Processing II written by Qing He and published by Springer. This book was released on 2006-01-20 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining is the process of posing queries and extracting useful information, patterns and trends previously unknown from large quantities of data [Thu, 00]. It is the process where intelligent tools are applied in order to extract data patterns [JM, 01]. This encompasses a number of different technical approaches, such as cluster analysis, learning classification and association rules, and finding dependencies. Agents are defined as software entities that perform some set of tasks on behalf of users with some degree of autonomy. This research work deals about developing a automated data mining system which encompasses the familiar data mining algorithms using intelligent agents in object oriented databases and proposing a framework. Because the data mining system uses the intelligent agents, a new user will be able to interact with the data mining system without much data mining technical knowledge. This system will automatically select the appropriate data mining technique and select the necessary field needed from the database at the appropriate time without expecting the users to specify the specific technique and the parameters. Also a new framework is proposed for incorporating intelligent agents with automated data mining. One of the major goals in developing this system is to give the control to the computer for learning automatically by using intelligent agents.


Intelligent Information Processing II Related Books

Intelligent Information Processing II
Language: en
Pages: 550
Authors: Qing He
Categories: Computers
Type: BOOK - Published: 2006-01-20 - Publisher: Springer

GET EBOOK

Data Mining is the process of posing queries and extracting useful information, patterns and trends previously unknown from large quantities of data [Thu, 00].
Intelligent Information Processing IX
Language: en
Pages: 448
Authors: Zhongzhi Shi
Categories: Artificial intelligence
Type: BOOK - Published: 2018 - Publisher:

GET EBOOK

This book constitutes the refereed proceedings of the 10th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2018, held in Nanning,
Intelligent Systems for Information Processing: From Representation to Applications
Language: en
Pages: 489
Authors: B. Bouchon-Meunier
Categories: Mathematics
Type: BOOK - Published: 2003-11-07 - Publisher: Elsevier

GET EBOOK

Intelligent systems are required to enhance the capacities being made available to us by the internet and other computer based technologies. The theory necessar
Advances in Knowledge-Based and Intelligent Information and Engineering Systems
Language: en
Pages: 2307
Authors: Manuel GraƱa
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: IOS Press

GET EBOOK

In this 2012 edition of Advances in Knowledge-Based and Intelligent Information and Engineering Systems the latest innovations and advances in Intelligent Syste
Intelligent Data Processing
Language: en
Pages: 178
Authors: Vadim V. Strijov
Categories: Computers
Type: BOOK - Published: 2019-11-15 - Publisher: Springer Nature

GET EBOOK

This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in Octob