Petr Berka

37 papers A* 1B 4C 4Misc 1Journal 11Unranked 14
YearRankTypeTitle / Venue / Authors
2023 J jnl
Multi-class classification of COVID-19 documents using machine learning algorithms.
J. Intell. Inf. Syst.
Gollam Rabby, Petr Berka
2023 J jnl
Synthetic dataset generator for anomaly detection in a university environment.
Intell. Data Anal.
Pavel Strnad, Lukás Svarc, Petr Berka
2022 — conf
Augmenting a COVID-19 Research Knowledge Graph with Influential Papers Prediction.
SEMANTiCS (Posters & Demos)
Gollam Rabby, Vojtech Svátek, Petr Berka
2022 C conf
Towards Tailored Intervention in Medicine Using Patients' Segmentation.
ISMIS
Petr Berka, Maciej Pondel, David Chudán, Agnieszka Siennicka
2020 J jnl
Sentiment analysis using rule-based and case-based reasoning.
J. Intell. Inf. Syst.
Petr Berka
2018 J jnl
Comprehensive concept description based on association rules: A meta-learning approach.
Intell. Data Anal.
Petr Berka
2016 J jnl
Practical Aspects of Data Mining Using LISp-Miner.
Comput. Informatics
Petr Berka
2015 — conf
Analysis of Neurosurgery Data Using Statistical and Data Mining Methods.
MICAI (2)
Petr Berka, Josef Jablonsky, Lubos Marek, Michal Vrabec
2015 — conf
Data Cleansing Using Clustering.
ICMMI
Petr Berka
2013 — conf
Linked Data Mining Challenge (LDMC) 2013 Summary.
DMoLD
Vojtech Svátek, Jindrich Mynarz, Petr Berka
2013 — ed.
Proceedings of the International Workshop on Data Mining on Linked Data, with Linked Data Mining Challenge collocated with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013), Prague, Czech Republic, September 23, 2013.
DMoLD
Claudia d'Amato, Petr Berka, Vojtech Svátek, Krzysztof Wecel
2013 B conf
Towards Comprehensive Concept Description Based on Association Rules.
IDA
Petr Berka
2012 J jnl
Learning compositional decision rules using the KEX algorithm.
Intell. Data Anal.
Petr Berka
2011 C conf
ETree Miner: A New GUHA Procedure for Building Exploration Trees.
ISMIS
Petr Berka
2011 J jnl
NEST: A Compositional Approach to Rule-Based and Case-Based Reasoning.
Adv. Artif. Intell.
Petr Berka
2011 — ch.
Reasoning for Multimedia Analysis.
Multimedia Semantics
Nikolaos Simou, Giorgos Stoilos, Carsten Saathoff, Jan Nemrava, Vojtech Svátek, Petr Berka, Vassilis Tzouvaras
2011 J jnl
Special issue on data analysis methodologies for intelligent systems: guest editor's introduction.
J. Intell. Inf. Syst.
Tapio Elomaa, Petr Berka, Jan Rauch
2010 B conf
Meta-learning for Post-processing of Association Rules.
DaWak
Petr Berka, Jan Rauch
2010 — conf
Mining and Post-processing of Association Rules in the Atherosclerosis Risk Domain.
ITBAM
Petr Berka, Jan Rauch
2009 C ed.
Foundations of Intelligent Systems, 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings
ISMIS
Jan Rauch, Zbigniew W. Ras, Petr Berka, Tapio Elomaa
2008 B conf
Atherosclerosis Risk Assessment using Rule-Based Approach.
CBMS
Petr Berka, Marie Tomecková
2007 J jnl
Lessons Learned from the ECML/PKDD Discovery Challenge on the Atherosclerosis Risk Factors Data.
Comput. Informatics
Petr Berka, Jan Rauch, Marie Tomecková
2007 A* conf
Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach.
ICDM
Petr Berka, Martin Labský
2006 — conf
Rule-based Reasoning for Semantic Image Segmentation and Interpretation.
SAMT (Posters and Demos)
Petr Berka, Thanos Athanasiadis, Yannis Avrithis
2005 B conf
AtherEx: An Expert System for Atherosclerosis Risk Assessment.
AIME
Petr Berka, Vladimír Las, Marie Tomecková
2005 — conf
Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach.
Intelligent Information Systems
Petr Berka, Vladimír Las, Tomás Kocka
2003 — conf
Discovering Company Descriptions on the Web by Multiway Analysis.
IIS
Vojtech Svátek, Petr Berka, Martin Kavalec, Jirí Kosek, Vladimír Vávra
2002 C conf
WISECON - An Intelligent Assistant for Buying Computers on the Internet.
ISMIS
Tomás Kroupa, Petr Berka, Tomás Kocka
2000 J jnl
Genetic learner: Discretization and fuzzification of numerical attributes.
Intell. Data Anal.
Ivan Bruha, Pavel Kralik, Petr Berka
2000 Misc conf
Improving WWW Access-from Single-Purpose Systems to Agent Architectures?
AIMSA
D. Sramek, Petr Berka, Jirka Kosek, Vojtech Svátek
2000 — conf
URL as starting point for WWW document categorization.
RIAO
Vojtech Svátek, Petr Berka
1998 — conf
Discretization and Grouping: Preprocessing Steps for Data Mining.
PKDD
Petr Berka, Ivan Bruha
1998 — conf
Using Neural Nets to Learn Weights of Rules for Compositional Expert Systems.
IEA/AIE (Vol. 1)
Petr Berka, Marek Sláma
1998 J jnl
empirical Comparison of Various Discretization Procedures.
Int. J. Pattern Recognit. Artif. Intell.
Petr Berka, Ivan Bruha
1997 — conf
Recognizing Reliability of Discovered Knowledge.
PKDD
Petr Berka
1994 — conf
Automated Knowledge Acquisition for PROSPECTOR-like Expert Systems.
ECML
Petr Berka, Jirí Ivánek
1989 — conf
Knowledge Engineering Research and Training at the Department of Scientifioc and Technical Information, Prague School of Economics.
Artificial Intelligence in Higher Education
Jirí Ivánek, Petr Berka, Jan Ferjencík, B. Stejskal