عنوان

Association rule hiding for data mining /

شابک

1441965688

شابک

1441965696

شابک

9781441965684

شابک

9781441965691

شابک اشتباه

9781441965684

شماره

b712947

عنوان اصلي

Association rule hiding for data mining /

نام عام مواد

[Book]

نام نخستين پديدآور

by Aris Gkoulalas-Divanis, Vassilios S. Verykios.

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

©2010.

نام خاص و کميت اثر

1 online resource (xx, 150 pages)

عنوان فروست

Advances in database systems ;

مشخصه جلد

v. 41

متن يادداشت

Includes bibliographical references (pages 145-148) and index.

متن يادداشت

pt. 1. Fundamental concepts -- pt. 2. Heuristic approaches -- pt. 3. Border based approaches -- pt. 4. Exact hiding approaches -- pt. 5. Epilogue.

بدون عنوان

0

متن يادداشت

Privacy and security risks arising from the application of different data mining techniques to large institutional data repositories have been solely investigated by a new research domain, the so-called privacy preserving data mining. Association rule hiding is a new technique on data mining, which studies the problem of hiding sensitive association rules from within the data. Association Rule Hiding for Data Mining addresses the optimization problem of?hiding? sensitive association rules which due to its combinatorial nature admits a number of heuristic solutions that will be proposed and presented in this book. Exact solutions of increased time complexity that have been proposed recently are also presented as well as a number of computationally efficient (parallel) approaches that alleviate time complexity problems, along with a discussion regarding unsolved problems and future directions. Specific examples are provided throughout this book to help the reader study, assimilate and appreciate the important aspects of this challenging problem. Association Rule Hiding for Data Mining is designed for researchers, professors and advanced-level students in computer science studying privacy preserving data mining, association rule mining, and data mining. This book is also suitable for practitioners working in this industry.

منبع سفارش / آدرس اشتراک

Springer

شماره انبار

978-1-4419-6568-4

عنوان

Association rule hiding for data mining.

شماره استاندارد بين المللي کتاب و موسيقي

9781441965684

موضوع مستند نشده

Association rule mining.

موضوع مستند نشده

Extraction de règles d'association.

موضوع مستند نشده

Association rule mining.

موضوع مستند نشده

COMPUTERS-- Database Management-- Data Mining.

موضوع مستند نشده

Informatique.

موضوع مستند نشده

COM-- 021030

موضوع مستند نشده

UMT

موضوع مستند نشده

UN

شماره

ويراست

شماره رده

نشانه اثر

شماره رده

کد سيستم

مستند نام اشخاص تاييد نشده

Gkoulalas-Divanis, Aris.

مستند نام اشخاص تاييد نشده

Verykios, Vassilios S.

تاريخ عمليات

20201208032436.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y