Iveta Mrázová, Ph

Iveta Mrázová, Ph.D.

Department of Theoretical Computer Science and Mathematical Logic

Malostranské nám. 25

118 00 Praha 1

e-mail: iveta.mrazova–AT–mff.cuni.cz

Professional experience:

· since 2008 – associate profesor in the Department of Theoretical Computer Science and Mathematical Logic, Charles University in Prague

· 2007 – Doc. in Computer Science, Charles University in Prague

· 1998-2007 – assistant professor in the Department of Software Engineering, Charles University, Prague

· 2000 - RNDr. in Theoretical Computer Science, Charles University, Prague

· 1997 – Ph.D. in Computer Science, Institute of Computer Science, Academy of Sciences of the Czech Republic

· 1992 - 1998 - teaching assistant in the Department of Software Engineering, Charles University, Prague

· 1989 – MSc. in Theoretical Computer Science, F. Schiller University, Jena, Germany

Awards:

· 2007 – Best Paper Award of ANNIE 2007 for the paper "Enforced Knowledge Extraction with BP-Networks" – with Z. Reitermanová

· 2002/3 – Fulbright fellowship, Missouri University of Science and Technology, USA

· 2001 – Prize of Prof. Babuška for outstanding work in computer science

· 2000 – Best Paper Award of ANNIE 2000 for the paper "Generalized Relief Error Networks"

· 1996 – Annual Prize of the Bolzano Foundation for the collection of original publications on neural networks

Grant projects (since 2004):

· 2004–2006: Intelligent information retrieval (Czech Science Foundation, grant No. 201/04/2102, principal investigator)

· 2005–2009: Methods for Intelligent Systems and their Application in Data Mining and Natural Language Processing (National Research Program “Information Society” – grant project No. 1ET100300517)

· 2006–2008: Behaviour, its analysis and learning (Grant Agency of the Charles University, project No. 358/2006/A-INF/MFF)

· since 2010: Structure and its impact for recognition (Czech Science Foundation, grant No. P103/10/0783, principal investigator)

· since 2010: NoSCoM: Non-standard computational models and their application in complexity, linguistics and learning (Czech Science Foundation, grant No. P202/10/1333)

Teaching:

· Neural Networks – basic lecture

· Data Mining – basic lecture

· Theory and Applications of Neural Networks – advanced lecture

· Artificial Intelligence II – advanced lecture

· New Trends in Neural Networks I, II – advanced student seminar

· Intelligent Data Mining Techniques – tutorial presented at ANNIE´2003, St. Louis, USA

Selected publications (out of more than 40 papers):

· I. Mrázová, D. Wang: Improved generalization of neural classifiers with enforced internal representation, Neurocomputing, Elsevier, Vol. 70, No. 16–18, (2007) 2940–2952. (IF 0.865)

· I. Mrázová: Generalized Relief Error Networks and Patterns with Lower Errors, International Journal of Smart Engineering System Design, Taylor & Francis, Vol. 4, No. 3, (2002) 163–176. (IF 0.855)

· I. Mrázová, C.H. Dagli: Semantic Clustering of the World Bank Data, in: International Journal of General Systems, Taylor & Francis, Vol. 37, No. 4, (2008) 417–442. IF (0.551)

· I. Mrázová: GREN-Networks in WDI-Based Analysis of State Economies, LNAI 3213, Springer, Berlin, (2004) 1044-1050.

· I. Mrázová, F. Mráz, Z. Reitermanová, M. Petříček: Phonetic Search in Foreign Texts, in: Proc. of ANNIE 2008, St. Louis, USA, ASME Press Series, (2008) 533-540.

· I. Mrázová, M. Kukačka: Hybrid Convolutional Neural Networks, in: Proc. of The IEEE Int. Conf. On Industrial Informatics, Daejeon, Korea, (2008) 469-474.

· M. Chlada, Z. Převorovský, I. Mrázová: Selection of Signal Parameters for Analysis of AE-Sources, in: Proc. of Defektoskopie 2001, Prague, (2001) 317–327.

· I. Mrázová: GREN-Networks: their Principles and Implications for Intelligent Data Mining, Chapter 5 in the book: D. Wang, N. K. Lee (eds.): Neural Networks Applications in Information Technology and Web Engineering, Borneo Publishing, (2005) 64–79.

Last modification: 2. 5. 2010