prof. RNDr. Jan Rauch, CSc.

phone: (+420) 224 095 463

Education and titles:

Current affiliation:

Member of Department of Information and Knowledge Engineering , Faculty of Informatics and Statistics of the Prague University of Economics and Business

Research interest:

Data mining and KDD, applications of domain knowledge in KDD, association rules, GUHA method, observational calculi

Editorial boards:

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Selected publications (out of more than 150):


Rauch, J.: Observational Calculi and Association Rules, Springer, Berlin, Heidelberg, 2013, 296 p.

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Journal papers :

Rauch, J.: Expert deduction rules in data mining with association rules: a case study, Knowledge and Information Systems. 2019, vol. 59, no. 1, pp.

Rauch, J. - Simunek, M. Data Mining with Histograms and Domain Knowledge - Case Studies and Considerations, Fundamenta Informaticae. 2019, vol. 166, no. 4, pp. 349-378.

Rauch, J. - Simunek, M.: Apriori and GUHA -Comparing two approaches to data mining with association rules, Intelligent Data Analysis. 2017, vol. 21, no. 4, pp. 981-1013.

Rauch, J.: Logical Aspects of Dealing with Domain Knowledge in Data Mining with Association Rules, Fundamenta Informaticae. 2016, Vol. 148, no. 1-2, pp. 1-33.

Rauch, J.: Formal Framework for Data Mining with Association Rules and Domain Knowledge - Overview of an Approach, Fundamenta Informaticae. 2015, vol. 137, no. 2, pp. 171-217

Hajek, P. - Holena, M. - Rauch, J.: The GUHA method and its meaning for data mining, Journal of Computer and System Science. 2010, Vol. 76, no. 1, pp. 34-48.

Rauch, J.: Logic of Association Rules, Applied Intelligence. 2005, no. 22, pp. 9-28.

Rauch, J.: Some remarks on computer realizations of GUHA procedures, International Journal of Man-Machine Studies. 1978, Vol.10, no 1, pp. 23-28

Rauch, J.: Ein Beitrag zu der GUHA Methode in der dreiwertigen Logik [A remark to the GUHA method in the three-valued logic], Kybernetika. 1975, Vol. 11, no 2, pp. 101-113 Text in German

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Proceedings of PKDD�99 - Third European Conference on Principles of Data Mining and Knowledge Discovery Prague, Czech Republic, September 15-18, 1999. Lectures Notes in Computer Science;1704, Springer � Verlag 1999. Editors: Jan M. �ytkow and Jan Rauch

Foundations of Intelligent Systems 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009, Proceedings. Lecture Notes in Artificial Intelligence;5722, Springer � Verlag 1999) Editors: Jan Rauch, Zbigniew W. Ras, Petr Berka and Tapio Elomaa

Data Mining and Medical Knowledge Management: Cases and Applications. Hershey : IGI Global, 2009. Editors: Petr Berka, Jan Rauch and Djamel Abdelkader Zighed

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Program committees:

Member of program committees of 3-5 conferences per year; examples of recent conferences follow.

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