Mbb Distribution of Subsets of Higgs Boson Decay Events defined via Neural Networks.

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F02%3A06020226" target="_blank" >RIV/67985807:_____/02:06020226 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Mbb Distribution of Subsets of Higgs Boson Decay Events defined via Neural Networks.

Original language description

This paper describes an application of a neural network approach to standard model Higgs search in the associated production ttH with H->bb. Neural network model with a special type of data flow is used to separate ttjj background from H->bb events. Randomly generated networks are trained and genetic algorithms are used to tune their performance. Our results show that NN approach is applicable to H-boson detection and can be used to emphasize difference of M_bb distribution for events accepted by filter.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BA - General mathematics

OECD FORD branch

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Project

<a href="/en/project/LN00B096" target="_blank" >LN00B096: Center for Applied Cybernetics</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2002

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Neural Network World

ISSN

1210-0552

e-ISSN

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Volume of the periodical

12

Issue of the periodical within the volume

6

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

13

Pages from-to

559-571

UT code for WoS article

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EID of the result in the Scopus database

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