Jan Rauch

According to our database, Jan Rauch authored at least 65 papers between 1975 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A novel algorithm for mining couples of enhanced association rules based on the number of output couples and its application.

Petr Mása, Jan Rauch

J. Intell. Inf. Syst., April, 2024

A novel algorithm weighting different importance of classes in enhanced association rules.

Petr Mása, Jan Rauch

Knowl. Based Syst., 2024

2022

Enhanced Association Rules and Python.

Petr Mása, Jan Rauch

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2019

Expert deduction rules in data mining with association rules: a case study.

Jan Rauch

Knowl. Inf. Syst., 2019

Data Mining with Histograms and Domain Knowledge - Case Studies and Considerations.

Jan Rauch, Milan Simunek

Fundam. Informaticae, 2019

2017

Apriori and GUHA - Comparing two approaches to data mining with association rules.

Jan Rauch, Milan Simunek

Intell. Data Anal., 2017

2016

Logical Aspects of Dealing with Domain Knowledge in Data Mining with Association Rules.

Jan Rauch

Fundam. Informaticae, 2016

2015

Formal Framework for Data Mining with Association Rules and Domain Knowledge - Overview of an Approach.

Jan Rauch

Fundam. Informaticae, 2015

Data Mining with Histograms - A Case Study.

Jan Rauch, Milan Simunek

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

2014

Learning Association Rules from Data through Domain Knowledge and Automation.

Jan Rauch, Milan Simunek

Proceedings of the Rules on the Web. From Theory to Applications, 2014

EverMiner Prototype Using LISp-Miner Control Language.

Milan Simunek, Jan Rauch

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2013

Observational Calculi and Association Rules

Jan Rauch

Studies in Computational Intelligence 469, Springer, ISBN: 978-3-642-11736-7, 2013

Using Domain Knowledge in Association Rules Mining - Case Study.

Jan Rauch, Milan Simunek

Proceedings of the KDIR/KMIS 2013 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, Vilamoura, Algarve, Portugal, 19, 2013

2012

EverMiner: consideration on knowledge driven permanent data mining process.

Jan Rauch

Int. J. Data Min. Model. Manag., 2012

Domain Knowledge and Data Mining with Association Rules - A Logical Point of View.

Jan Rauch

Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Formalizing data mining with association rules.

Jan Rauch

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

EuroMISE Center: Research and Education in Biomedical and Healthcare Informatics.

Jana Zvárová, Stepán Svacina, Jan Rauch, Jirí Haase, Hana Grünfeldová

Proceedings of the Large Scale Projects in eHealth, 2012

2011

Special issue on data analysis methodologies for intelligent systems: guest editor's introduction.

Tapio Elomaa, Petr Berka, Jan Rauch

J. Intell. Inf. Syst., 2011

Dealing with domain knowledge in association rules mining - Several experiments.

Jan Rauch, Milan Simunek

Proceedings of the 2011 International Conference on Data and Knowledge Engineering, 2011

Applying Domain Knowledge in Association Rules Mining Process - First Experience.

Jan Rauch, Milan Simunek

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Consideration on a formal frame for data mining.

Jan Rauch

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

2010

Logical Aspects of the Measures of Interestingness of Association Rules.

Jan Rauch

Proceedings of the Advances in Machine Learning II, 2010

The GUHA method and its meaning for data mining.

Petr Hájek, Martin Holena, Jan Rauch

J. Comput. Syst. Sci., 2010

An XML Format for Association Rule Models Based on the GUHA Method.

Tomás Kliegr, Jan Rauch

Proceedings of the Semantic Web Rules - International Symposium, 2010

SEWEBAR-CMS: A System for Postprocessing Data Mining Models.

Tomás Kliegr, David Chudán, Andrej Hazucha, Jan Rauch

Proceedings of the RuleML-2010 Challenge, 2010

Mining and Post-processing of Association Rules in the Atherosclerosis Risk Domain.

Petr Berka, Jan Rauch

Proceedings of the Information Technology in Bio- and Medical Informatics, 2010

Logic of Discovery, Data Mining and Semantic Web - Position Paper.

Jan Rauch

Proceedings of the KDIR 2010, 2010

Meta-learning for Post-processing of Association Rules.

Petr Berka, Jan Rauch

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

Modifying Logic of Discovery for Dealing with Domain Knowledge in Data Mining.

Jan Rauch

Proceedings of the 7th International Conference on Concept Lattices and Their Applications, 2010

2009

Dealing with Background Knowledge in the SEWEBAR Project.

Jan Rauch, Milan Simunek

Proceedings of the Knowledge Discovery Enhanced with Semantic and Social Information, 2009

Action Rules and the GUHA Method: Preliminary Considerations and Results.

Jan Rauch, Milan Simunek

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008

Classes of Association Rules: An Overview.

Jan Rauch

Proceedings of the Data Mining: Foundations and Practice, 2008

LAREDAM - Considerations on System of Local Analytical Reports from Data Mining.

Jan Rauch, Milan Simunek

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Remarks to Logical Aspects of Measures of Interestingness of Association Rules.

Jan Rauch

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Observational Calculi - Tool for Semantic Web.

Jan Rauch

Proceedings of the Poster Track of the 5th European Semantic Web Conference (ESWC2008) Tenerife (Spain), 01, 2008

2007

Lessons Learned from the ECML/PKDD Discovery Challenge on the Atherosclerosis Risk Factors Data.

Petr Berka, Jan Rauch, Marie Tomecková

Comput. Informatics, 2007

Semantic Web Presentation of Analytical Reports from Data Mining - Preliminary Considerations.

Jan Rauch, Milan Simunek

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Project SEWEBAR Considerations on Semantic Web and Data Mining.

Jan Rauch

Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007

Observational Calculi, Classes of Association Rules and F-property.

Jan Rauch

Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

2006

Mining for Patterns Based on Contingency Tables by <i>KL-Miner</i> - First Experience.

Jan Rauch, Milan Simunek, Václav Lín

Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

Definability of Association Rules in Predicate Calculus.

Jan Rauch

Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

Many Sorted Observational Calculi for Multi-Relational Data Mining.

Jan Rauch

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

On the Logic of Medical Decision Support.

Patrik Eklund, Johan Karlsson, Jan Rauch, Milan Simunek

Proceedings of the Theory and Applications of Relational Structures as Knowledge Instruments II, 2006

2005

Reporting Data Mining Results in a Natural Language.

Petr Strossa, Zdenek Cerný, Jan Rauch

Proceedings of the Foundations of Data Mining and knowledge Discovery, 2005

An Alternative Approach to Mining Association Rules.

Jan Rauch, Milan Simunek

Proceedings of the Foundations of Data Mining and knowledge Discovery, 2005

Logic of Association Rules.

Jan Rauch

Appl. Intell., 2005

GUHA method and granular computing.

Jan Rauch, Milan Simunek

Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Ontology-Enhanced Association Mining.

Vojtech Svátek, Jan Rauch, Martin Ralbovský

Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005

2004

SDS-rules and association rules.

Tomás Karban, Jan Rauch, Milan Simunek

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

The GUHA Method, Data Preprocessing and Mining.

Petr Hájek, Jan Rauch, David Coufal, Thomas Feglar

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

Analysis of guideline compliance - a data mining approach.

Vojtech Svátek, Antonín Ríha, Jan Peleska, Jan Rauch

Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004

2003

Converting Association Rules into Natural Language - an Attempt.

Petr Strossa, Jan Rauch

Proceedings of the Intelligent Information Processing and Web Mining, 2003

The GUHA Method and Foundations of (Relational) Data Mining.

Petr Hájek, Martin Holena, Jan Rauch

Proceedings of the Theory and Applications of Relational Structures as Knowledge Instruments, 2003

2002

Content-based Retrieval of Analytical Reports.

Václav Lín, Jan Rauch, Vojtech Svátek

Proceedings of the RuleML 2002, 2002

Mining and Querying in Association Rule Discovery.

Václav Lín, Jan Rauch, Vojtech Svátek

Proceedings of the First International Workshop on Inductive Databases, 2002

2001

Mining for Association Rules by 4ft-Miner.

Jan Rauch, Milan Simunek

Proceedings of the 14th International Conference on Applications of Prolog, 2001

2000

Mining for 4ft Association Rules.

Jan Rauch, Milan Simunek

Proceedings of the Discovery Science, 2000

1999

Logics and Statistics for Association Rules and Beyond Abstract of Tutorial.

Petr Hájek, Jan Rauch

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Deduction in Logic of Association Rules.

Jan Rauch

Proceedings of the Advances in Computing Science, 1999

1998

Classes of Four-Fold Table Quantifiers.

Jan Rauch

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

Four-Fold Table Calculi for Discovery Science.

Jan Rauch

Proceedings of the Discovery Science, 1998

1997

Logical Calculi for Knowledge Discovery in Databases.

Jan Rauch

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

1996

GUHA as data mining tool.

Jan Rauch

Proceedings of the First International Conference on Practical Aspects of Knowledge Management, 1996

1981

Main Problems and Further Possibilities of the Computer Realization of GUHA Procedures.

Jan Rauch

Int. J. Man Mach. Stud., 1981

1975

A remark to the GUHA method in the three-valued logic.

Jan Rauch

Kybernetika, 1975