Doc. RNDr. Jan Rauch, CSc.

e-mail: rauch@vse.cz
phone: (+420) 224 095 463

Education and titles:

Current affiliation:

Other activities:

Selected projects:

Selected publications:

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

Rauch, J.: Definability of Association Rules in Predicate Calculus. In: Lin, T. Y. – Ohsuga, S. – Liau, C. J. – Hu, X. (ed.): Foundations and Novel Approaches in Data Mining. Berlin: Springer, 2005, pp. 23 – 40.

Rauch, J. – Šimůnek, M. – Lín, V.: Mining for Patterns Based on Contingency Tables by KL-Miner – First Experience. In: Lin, T. Y. – Ohsuga, S. – Liau, C. J. – Hu, X. (ed.): Foundations and Novel Approaches in Data Mining. Berlin: Springer, 2005, pp. 155 – 167

Rauch, J. – Šimůnek, M.: An Alternative Approach to Mining Association Rules. In: Lin, T. Y. – Ohsuga, S. – Liau, C. J. – Hu, X. – Tsumoto, S. (ed.): Foundations of Data Mining and Knowledge Discovery. Berlin: Springer, 2005, pp. 211 – 232

Strossa,  P. – Θernύ, Z. – Rauch, J.: Reporting Data Mining Results in a Natural Language. In: Lin, T. Y. – Ohsuga, S. – Liau, C. J. – Hu, X. – Tsumoto, S. (ed.): Foundations of Data Mining and Knowledge Discovery. Berlin : Springer, 2005, pp. 347–362

Rauch, J. – Šimůnek, M.: GUHA Method and Granular Computing. In: Hu, X. – LIU, Q. – Skowron, A. – LIN, T. Y. – YAGER, R. – Zang, B. (ed.).: Procedings of IEEE Conference on Granular Computing 2005, s. 630–635

Strossa,  P. – Rauch, J.: Converting Association Rules into Natural Language. In: Klopoek, M. A. – Wierzchon, S. T. – Trojanovski, K. (ed.). Proceedings of IIPWM'03. Berlin : Springer, 2003, pp. 383–392

Rauch, J.: Mining for Scientific Hypotheses. In Meij, J. (Editor): Dealing with the data flood. Mining Data, Text and Multimedia. STT/Beweton, The Hague. 2002. pp. 73–84.

Rauch, J.: Interesting Association Rules and Multi-relational Association Rules. Communications of Institute of Information and Computing Machinery, Taiwan. Vol. 5, No. 2, May 2002. pp. 77–82.

Lín, V. – Rauch, J. – Svátek, V.: Content-based Retrieval of Analytic Reports. Accepted for: International Workshop on Rule Markup Languages for Business Rules on the Semantic Web. Sardinia, pp. 219–224.

Rauch, J.: Mining for Statistical Association Rules. In The Fifth Pacific-Asia Conference on Knowledge Discovery and Data Mining Industrial Track and Workshop Proceeding Red. Joseph Fong ang Michael Ng, Hong Kong 2001, pp. 149–158.

Rauch, J.: Association Rules and Mechanizing Hypothesis Formation. Working notes of ECML'2001 Workshop: Machine Learning as Experimental Philosophy of Science.

Rauch, J. – Šimůnek, M.: Mining for 4ft Association Rules by 4ft-Miner. in: INAP 2001, The Proceeding of the International Conference On Applications of Prolog. Prolog Association of Japan, Tokyo October 2001, pp. 285–294.

Rauch, J. – Šimůnek, M.: Mining for 4ft Association Rules. In Discovery Science 2000. Red. Arikawa, S. – Morishita, S. Springer Verlag 2000, pp. 268–272.

Rauch, J.: Four-Fold Table Calculi for Discovery Science. In: Discovery Science. Eds. Arikawa, Setsuo – Motoda Hirishi. Berlin, Springer-Verlag 1998, pp. 405–406.

Rauch, J.: Four-Fold Table Calculi and Missing Information. In: JCIS'98 Proceedings Vol II. Ed. Wang Paul. Association for Intelligent Machinery 1998 pp. 375–378.

Rauch, J.: Classes of Four Fold Table Quantifiers. In Principles of Data Mining and Knowledge Discovery. Red. Zytkow, J. – Quafafou, M. Berlin, Springer-Verlag 1998, pp. 203–211.

Rauch, J. – Berka, P.: Mining in Financial Data – a Case Study, Neural Network World 4,5/97, pp. 427–437.

Rauch, J.: Logical Calculi for Knowledge Discovery in Databases. In Principles of Data Mining and Knowledge Discovery. Red. Komorowski, J. – Zytkow, J. Berlin, Springer Verlag 1997, pp. 47–57.