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personal data approved: 2017. IV. 07.
Personal data
name Edith Alice Kovács
year of birth 1971
name of institution
doctoral school
BME Doctoral School of Mathematics and Computer Science (Announcer of research topic)
accreditation statement submitted to: Budapest University of Technology and Economics
Contact details
E-mail address kovacseamath.bme.hu
phone number +36 1 321-4018
own web page
Academic title
scientific degree, title Ph.D.
year degree was obtained 2005
discipline to which degree belongs mathematics and computing
institution granting the degree West University of Timisoara
Employment
2015 - Budapest University of Technology and Economics
university professor or researcher
Thesis topic supervisor
number of doctoral students supervised until now 0
number of students who fulfilled course requirements 0
students who obtained their degrees:
  Thesis topic proposals
Research
research area Multivariate statistics. Modelling probability distributions by copulas. Machine learning. Discovering of dependence structures. Graphical probability models. Reliability analysis.
research field in which current research is conducted mathematics and computing
Publications
2014

Szántai T, Kovács E: Dimension Reduction by Exploring Conditional Independences, BULETINUL STIINTIFIC AL UNIVERSITATII POLITEHNICA DIN TIMISOARA ROMANIA SERIA AUTOMATICA SI CALCULATORAE / SCIENTIFIC BULLETIN OF POLITECHNICA UNIVERSITY OF TIMISOARA TRANSACTIONS ON AUTOMATIC CONTROL AND COMPUTER SCIENCE &: Paper &. p.
type of document: Journal paper/Article
language: English
2013

E Kovács, T Szántai: Hypergraphs in the characterization of regular-vine copula structures, In: Proceedings of the 13th International Conference on Mathematics and its Applications. , 2012.11.01-2012.11.03.Temesvár, Románia, 2012.11.01-2012.11.03. Temesvár: Editura Politehnica, pp. 335-344. Kiadvány: Temesvár: Editura Politehnica, 2013.
type of document: Conference paper/Előadás vagy poszter cikke
language: English
2013

Tamás Szántai, Edith Kovács: Discovering a junction tree behind a Markov network by a greedy algorithm, OPTIMIZATION AND ENGINEERING 14: pp. 503-518.
type of document: Journal paper/Article
number of independent citations: 5
language: English
DOI 
2012

Szántai T, Kovács E: Hypergraphs as a mean of discovering the dependence structure of a discrete multivariate probability distribution, ANNALS OF OPERATIONS RESEARCH 193: (1) pp. 71-90.
type of document: Journal paper/Article
number of independent citations: 9
language: English
DOI 
2012

Kovács E, Szántai T: A probabilistic classification method based on conditional independences, ANNALES UNIVERSITATIS SCIENTIARUM BUDAPESTINENSIS DE ROLANDO EOTVOS NOMINATAE SECTIO COMPUTATORICA 36: pp. 201-215.
type of document: Journal paper/Article
language: English
2010

Edith Kovács, Tamás Szántai: On the approximation of a multivariate distribution using the new concept of t-cherry junction tree, In: Lecture Notes in Economics and Mathematical Systems, 633: Proceedings of the IFIP/IIASA/GAMM-Workshop on ''Coping with Uncertainty''.Laxenburg, Ausztria, 2007.12.13-2007.12.16. Heidelberg: Springer Verlag, pp. 39-56. Kiadvány: Heidelberg: Springer Verlag, 2010.
type of document: Conference paper/Előadás vagy poszter cikke
number of independent citations: 4
language: English
2010

Szántai Tamás, Kovács Edith: Application of t-Cherry junction trees in Pattern Recognition, BRAIN BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE 1: (Sp. Issue) pp. 40-45.
type of document: Journal paper/Konferenciaközlemény
language: English
2009

Szántai Tamás, Kovács Edith: Estimation of the Probability of Rare Events, In:Szerk.: Doru Paunescu Proceedings of the 12th Symposium of Mathematics and its Applications.Temesvár, Románia, 2009.11.05-2009.11.07. Politehnica University of Timisoara, pp. 495-508. Kiadvány: Politehnica University of Timisoara, 2009.
type of document: Conference paper/Előadás vagy poszter cikke
language: English
Full text 
2009

Kovács E, Szántai T: Some improvements of t-cherry Junction Trees, In: First International Conference on Complexity and Intelligence of the Artificial and Natural Complex Systems CANS 2008: Medical Applications of the Complex Systems. Biomedical Computing.Marosvásárhely, Románia, 2008.11.08-2008.11.10. Marosvásárhely: IEEE Computer Society Press, pp. 117-128. Kiadvány: Marosvásárhely: IEEE Computer Society Press, 2009.
type of document: Conference paper/Előadás vagy poszter cikke
language: English
DOI 
2006

Kovács E: The Use of Copulas in the Study of Certain Transforms of Random Variables with Applications in Finance, In: Acta Universitas Apulensis- Proceedings of the International Conference on Theory and Aplications of Mathematics and Informatics ICTAMI 2005.Alba Iulia, Románia, 2006 Alba Iulia: pp. 129-138. Kiadvány: Alba Iulia: 2006.
type of document: Conference paper/Előadás vagy poszter cikke
language: English
Number of independent citations to these publications:18 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
24
number of scientific publications:
27
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
0 
art/engineering creative works:
0
scientific publications published abroad that meet the accreditation criteria:
14
publications not in Hungarian, published in Hungary, meeting the accreditation criteria:
9
number of independent citations to scientific publications and creative works:
21

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )