Separation Based on Divergence Decision Trees for Acoustic Emission Signals and Fermilab Single Top Quark Data Sets
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F13%3A00210461" target="_blank" >RIV/68407700:21340/13:00210461 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Separation Based on Divergence Decision Trees for Acoustic Emission Signals and Fermilab Single Top Quark Data Sets
Original language description
Our work deals with a new classification method Divergence Decision Tree (DDT), which links together a basic classification by means of k-means method and phi-divergence measure as a decision criterion. K-means as a part of the DDT has several disadvantages, therefore other simple method, e.g., fuzzy method, can be incorporated as a component of the DDT method. Several versions of the DDT, which differ in type of phi-divergence and incorporated simple method, are tested on a data set coming from experiment with acoustic emission (AE) signals and the result are compared with results of other self-contained methods. The method DDT is also tested on single top quark data set coming from D0 experiment in Tevatron accelerator.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LG12020" target="_blank" >LG12020: Advanced statistical analysis and non-statistical separation techniques for physical processing detection in data sets sampled by means of elementary particle accelerators.</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
SPMS 2013 Stochastic and Physical Monitoring Systems Proceedings
ISBN
978-80-01-05383-6
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
125-129
Publisher name
ČVUT
Place of publication
Praha
Event location
Nebřich
Event date
Jun 24, 2013
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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