Petr Berka

According to our database, Petr Berka authored at least 35 papers between 1989 and 2023.

Collaborative distances:

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

2023

Multi-class classification of COVID-19 documents using machine learning algorithms.

Gollam Rabby, Petr Berka

J. Intell. Inf. Syst., April, 2023

Synthetic dataset generator for anomaly detection in a university environment.

Pavel Strnad, Lukás Svarc, Petr Berka

Intell. Data Anal., 2023

2022

Towards Tailored Intervention in Medicine Using Patients' Segmentation.

Petr Berka, Maciej Pondel, David Chudán, Agnieszka Siennicka

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Augmenting a COVID-19 Research Knowledge Graph with Influential Papers Prediction.

Gollam Rabby, Vojtech Svátek, Petr Berka

Proceedings of Poster and Demo Track and Workshop Track of the 18th International Conference on Semantic Systems co-located with 18th International Conference on Semantic Systems (SEMANTiCS 2022), 2022

2020

Sentiment analysis using rule-based and case-based reasoning.

Petr Berka

J. Intell. Inf. Syst., 2020

2018

Comprehensive concept description based on association rules: A meta-learning approach.

Petr Berka

Intell. Data Anal., 2018

2016

Practical Aspects of Data Mining Using LISp-Miner.

Petr Berka

Comput. Informatics, 2016

2015

Analysis of Neurosurgery Data Using Statistical and Data Mining Methods.

Petr Berka, Josef Jablonsky, Lubos Marek, Michal Vrabec

Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Data Cleansing Using Clustering.

Petr Berka

Proceedings of the Man-Machine Interactions 4, 2015

2013

Towards Comprehensive Concept Description Based on Association Rules.

Petr Berka

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Linked Data Mining Challenge (LDMC) 2013 Summary.

Vojtech Svátek, Jindrich Mynarz, Petr Berka

Proceedings of the International Workshop on Data Mining on Linked Data, 2013

2012

Learning compositional decision rules using the KEX algorithm.

Petr Berka

Intell. Data Anal., 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

NEST: A Compositional Approach to Rule-Based and Case-Based Reasoning.

Petr Berka

Adv. Artif. Intell., 2011

ETree Miner: A New GUHA Procedure for Building Exploration Trees.

Petr Berka

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

Reasoning for Multimedia Analysis.

Nikolaos Simou, Giorgos Stoilos, Carsten Saathoff, Jan Nemrava, Vojtech Svátek, Petr Berka, Vassilis Tzouvaras

Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

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

Meta-learning for Post-processing of Association Rules.

Petr Berka, Jan Rauch

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

2008

Atherosclerosis Risk Assessment using Rule-Based Approach.

Petr Berka, Marie Tomecková

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 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

Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach.

Petr Berka, Martin Labský

Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

2006

Rule-based Reasoning for Semantic Image Segmentation and Interpretation.

Petr Berka, Thanos Athanasiadis, Yannis Avrithis

Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

2005

Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach.

Petr Berka, Vladimír Las, Tomás Kocka

Proceedings of the Intelligent Information Processing and Web Mining, 2005

AtherEx: An Expert System for Atherosclerosis Risk Assessment.

Petr Berka, Vladimír Las, Marie Tomecková

Proceedings of the Artificial Intelligence in Medicine, 2005

2003

Discovering Company Descriptions on the Web by Multiway Analysis.

Vojtech Svátek, Petr Berka, Martin Kavalec, Jirí Kosek, Vladimír Vávra

Proceedings of the Intelligent Information Processing and Web Mining, 2003

2002

WISECON - An Intelligent Assistant for Buying Computers on the Internet.

Tomás Kroupa, Petr Berka, Tomás Kocka

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

2000

Genetic learner: Discretization and fuzzification of numerical attributes.

Ivan Bruha, Pavel Kralik, Petr Berka

Intell. Data Anal., 2000

URL as starting point for WWW document categorization.

Vojtech Svátek, Petr Berka

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Improving WWW Access-from Single-Purpose Systems to Agent Architectures?

D. Sramek, Petr Berka, Jirka Kosek, Vojtech Svátek

Proceedings of the Artificial Intelligence: Methodology, 2000

1998

empirical Comparison of Various Discretization Procedures.

Petr Berka, Ivan Bruha

Int. J. Pattern Recognit. Artif. Intell., 1998

Discretization and Grouping: Preprocessing Steps for Data Mining.

Petr Berka, Ivan Bruha

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

Using Neural Nets to Learn Weights of Rules for Compositional Expert Systems.

Petr Berka, Marek Sláma

Proceedings of the Methodology and Tools in Knowledge-Based Systems, 1998

1997

Recognizing Reliability of Discovered Knowledge.

Petr Berka

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

1994

Automated Knowledge Acquisition for PROSPECTOR-like Expert Systems.

Petr Berka, Jirí Ivánek

Proceedings of the Machine Learning: ECML-94, 1994

1989

Knowledge Engineering Research and Training at the Department of Scientifioc and Technical Information, Prague School of Economics.

Jirí Ivánek, Petr Berka, Jan Ferjencík, B. Stejskal

Proceedings of the Artificial Intelligence in Higher Education, 1989