Petr Berka

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 7

Top Topics

Caudate Nucleus

Low Grade Gliomas

Top Venues

J. Intell. Inf. Syst.

Intell. Data Anal.

Comput. Informatics

Publications

Gollam Rabby, Petr Berka
Multi-class classification of COVID-19 documents using machine learning algorithms. J. Intell. Inf. Syst. 60 (2) (2023)
Pavel Strnad, Lukás Svarc, Petr Berka
Synthetic dataset generator for anomaly detection in a university environment. Intell. Data Anal. 27 (2) (2023)
Petr Berka, Maciej Pondel, David Chudán, Agnieszka Siennicka
Towards Tailored Intervention in Medicine Using Patients' Segmentation. ISMIS (2022)
Gollam Rabby, Vojtech Svátek, Petr Berka
Augmenting a COVID-19 Research Knowledge Graph with Influential Papers Prediction. SEMANTiCS (Posters & Demos) (2022)
Petr Berka
Sentiment analysis using rule-based and case-based reasoning. J. Intell. Inf. Syst. 55 (1) (2020)
Petr Berka
Comprehensive concept description based on association rules: A meta-learning approach. Intell. Data Anal. 22 (2) (2018)
Petr Berka
Practical Aspects of Data Mining Using LISp-Miner. Comput. Informatics 35 (3) (2016)
Petr Berka, Josef Jablonsky, Lubos Marek, Michal Vrabec
Analysis of Neurosurgery Data Using Statistical and Data Mining Methods. MICAI (2) (2015)
Petr Berka
Data Cleansing Using Clustering. ICMMI (2015)
Vojtech Svátek, Jindrich Mynarz, Petr Berka
Linked Data Mining Challenge (LDMC) 2013 Summary. DMoLD (2013)
Petr Berka
Towards Comprehensive Concept Description Based on Association Rules. IDA (2013)
Petr Berka
Learning compositional decision rules using the KEX algorithm. Intell. Data Anal. 16 (4) (2012)
Tapio Elomaa, Petr Berka, Jan Rauch
Special issue on data analysis methodologies for intelligent systems: guest editor's introduction. J. Intell. Inf. Syst. 37 (3) (2011)
Petr Berka
NEST: A Compositional Approach to Rule-Based and Case-Based Reasoning. Adv. Artif. Intell. 2011 (2011)
Petr Berka
ETree Miner: A New GUHA Procedure for Building Exploration Trees. ISMIS (2011)
Petr Berka, Jan Rauch
Mining and Post-processing of Association Rules in the Atherosclerosis Risk Domain. ITBAM (2010)
Petr Berka, Jan Rauch
Meta-learning for Post-processing of Association Rules. DaWak (2010)
Petr Berka, Marie Tomecková
Atherosclerosis Risk Assessment using Rule-Based Approach. CBMS (2008)
Petr Berka, Martin Labský
Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach. ICDM (2007)
Petr Berka, Jan Rauch, Marie Tomecková
Lessons Learned from the ECML/PKDD Discovery Challenge on the Atherosclerosis Risk Factors Data. Comput. Informatics 26 (3) (2007)
Petr Berka, Thanos Athanasiadis, Yannis Avrithis
Rule-based Reasoning for Semantic Image Segmentation and Interpretation. SAMT (Posters and Demos) (2006)
Petr Berka, Vladimír Las, Marie Tomecková
AtherEx: An Expert System for Atherosclerosis Risk Assessment. AIME (2005)
Petr Berka, Vladimír Las, Tomás Kocka
Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach. Intelligent Information Systems (2005)
Vojtech Svátek, Petr Berka, Martin Kavalec, Jirí Kosek, Vladimír Vávra
Discovering Company Descriptions on the Web by Multiway Analysis. IIS (2003)
Tomás Kroupa, Petr Berka, Tomás Kocka
WISECON - An Intelligent Assistant for Buying Computers on the Internet. ISMIS (2002)
Ivan Bruha, Pavel Kralik, Petr Berka
Genetic learner: Discretization and fuzzification of numerical attributes. Intell. Data Anal. 4 (5) (2000)
D. Sramek, Petr Berka, Jirka Kosek, Vojtech Svátek
Improving WWW Access-from Single-Purpose Systems to Agent Architectures? AIMSA (2000)
Vojtech Svátek, Petr Berka
URL as starting point for WWW document categorization. RIAO (2000)
Petr Berka, Ivan Bruha
Discretization and Grouping: Preprocessing Steps for Data Mining. PKDD (1998)
Petr Berka, Ivan Bruha
empirical Comparison of Various Discretization Procedures. Int. J. Pattern Recognit. Artif. Intell. 12 (7) (1998)
Petr Berka, Marek Sláma
Using Neural Nets to Learn Weights of Rules for Compositional Expert Systems. IEA/AIE (Vol. 1) (1998)
Petr Berka
Recognizing Reliability of Discovered Knowledge. PKDD (1997)
Petr Berka, Jirí Ivánek
Automated Knowledge Acquisition for PROSPECTOR-like Expert Systems. ECML (1994)
Jirí Ivánek, Petr Berka, Jan Ferjencík, B. Stejskal
Knowledge Engineering Research and Training at the Department of Scientifioc and Technical Information, Prague School of Economics. Artificial Intelligence in Higher Education (1989)