Mining Partial Periodic Pattern With Random Replacement

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Mining Partial Periodic Pattern With Random Replacement

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Author : International Business Machines Corporation. Research Division. (IBMRD)
language : en
Publisher:
Release Date : 2000

Mining Partial Periodic Pattern With Random Replacement written by International Business Machines Corporation. Research Division. (IBMRD) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Data mining categories.

Abstract: "In this paper, we focus on mining periodic patterns allowing some degree of imperfection in the form of random replacement from a perfect periodic pattern. Instead of using the traditional metrics such as support and confidence, a more meaningful metric, information gain, is introduced which can naturally identify patterns with events of vastly different occurrence frequencies and adjust for the deviation from a pattern. In fact, a pattern can be of arbitrary length and may repeat itself over a contiguous portion of the sequence. We developed an effective mining algorithm which decomposed the problem into first finding periodic patterns consisting of a single event with any arbitrary period and then obtaining composite patterns of an arbitrary period with multiple events. Advanced pruning techniques are developed to tackle the predicament caused by the violation of the downward closure property by the information gain measure and in turn provides an efficient solution to this problem."

Mining Partial Periodic Pattern With Random Replacement

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Author : Markus Stolze
language : en
Publisher:
Release Date : 2000

Mining Partial Periodic Pattern With Random Replacement written by Markus Stolze and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.

Proceedings Of The Third Siam International Conference On Data Mining

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Author : Daniel Barbara
language : en
Publisher: SIAM
Release Date : 2003-01-01

Proceedings Of The Third Siam International Conference On Data Mining written by Daniel Barbara and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-01-01 with Mathematics categories.

The third SIAM International Conference on Data Mining provided an open forum for the presentation, discussion and development of innovative algorithms, software and theories for data mining applications and data intensive computation. This volume includes 21 research papers.

2002 Ieee International Conference On Data Mining

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Author : Vipin Kumar
language : en
Publisher: IEEE Computer Society Press
Release Date : 2002

2002 Ieee International Conference On Data Mining written by Vipin Kumar and has been published by IEEE Computer Society Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.

Consists of 72 full papers and 49 short papers from the December 2002 conference on the design, analysis, and implementation of data mining theory, systems, and applications. Topics of the full papers include evolutionary time series segmentation for stock data mining, cluster merging and splitting

Selected Water Resources Abstracts

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Author :
language : en
Publisher:
Release Date : 1990

Selected Water Resources Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Water categories.

Information Technology New Generations

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Author : Shahram Latifi
language : en
Publisher: Springer
Release Date : 2017-07-15

Information Technology New Generations written by Shahram Latifi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-15 with Computers categories.

This volume presents a collection of peer-reviewed, scientific articles from the 14th International Conference on Information Technology – New Generations, held at the University of Nevada at Las Vegas on April 10–12, at Tuscany Suites Hotel in Las Vegas. The Book of Chapters addresses critical areas of information technology including web technology, communications, computing architectures, software engineering, security, and data mining.

Canadian Journal Of Forest Research

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Author :
language : en
Publisher:
Release Date : 1999

Canadian Journal Of Forest Research written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Forest genetics categories.

Epri Journal

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Author : Electric Power Research Institute
language : en
Publisher:
Release Date : 1978

Epri Journal written by Electric Power Research Institute and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Electric power categories.

Government Reports Annual Index

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Author :
language : en
Publisher:
Release Date : 199?

Government Reports Annual Index written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 199? with categories.

Current Index To Statistics Applications Methods And Theory

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Author :
language : en
Publisher:
Release Date : 1985

Current Index To Statistics Applications Methods And Theory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Mathematical statistics categories.

The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.