Petr Berka - researchr alias

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Viewing Publication 1 - 35 from 35

2023

Multi-class classification of COVID-19 documents using machine learning algorithmsGollam Rabby, Petr Berka. jiis, 60(2):571-591, April 2023. [doi]

Synthetic dataset generator for anomaly detection in a university environmentPavel Strnad, Lukás Svarc, Petr Berka. ida, 27(2):417-422, 2023. [doi]

2022

Towards Tailored Intervention in Medicine Using Patients' SegmentationPetr Berka, Maciej Pondel, David Chudán, Agnieszka Siennicka. ismis 2022: 421-429 [doi]

Augmenting a COVID-19 Research Knowledge Graph with Influential Papers PredictionGollam Rabby, Vojtech Svátek, Petr Berka. i-semantics 2022: [doi]

2020

Sentiment analysis using rule-based and case-based reasoningPetr Berka. jiis, 55(1):51-66, 2020. [doi]

2018

Comprehensive concept description based on association rules: A meta-learning approachPetr Berka. ida, 22(2):325-344, 2018. [doi]

2016

Practical Aspects of Data Mining Using LISp-MinerPetr Berka. cai, 35(3):528-554, 2016. [doi]

2015

Data Cleansing Using ClusteringPetr Berka. icmmi 2016: 391-399 [doi]

Analysis of Neurosurgery Data Using Statistical and Data Mining MethodsPetr Berka, Josef Jablonsky, Lubos Marek, Michal Vrabec. micai 2015: 310-321 [doi]

2013

Towards Comprehensive Concept Description Based on Association RulesPetr Berka. ida 2013: 80-91 [doi]

Linked Data Mining Challenge (LDMC) 2013 SummaryVojtech Svátek, Jindrich Mynarz, Petr Berka. dmold 2013: [doi]

2012

Learning compositional decision rules using the KEX algorithmPetr Berka. ida, 16(4):665-681, 2012. [doi]

2011

2010

Meta-learning for Post-processing of Association RulesPetr Berka, Jan Rauch. dawak 2010: 251-262 [doi]

Mining and Post-processing of Association Rules in the Atherosclerosis Risk DomainPetr Berka, Jan Rauch. ITBAM 2010: 110-117 [doi]

2008

Atherosclerosis Risk Assessment using Rule-Based ApproachPetr Berka, Marie Tomecková. cbms 2008: 260-265 [doi]

2007

Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based ApproachPetr Berka, Martin Labský. incdm 2007: 135-147 [doi]

Lessons Learned from the ECML/PKDD Discovery Challenge on the Atherosclerosis Risk Factors DataPetr Berka, Jan Rauch, Marie Tomecková. cai, 26(3):329-344, 2007. [doi]

2006

Rule-based Reasoning for Semantic Image Segmentation and InterpretationPetr Berka, Thanos Athanasiadis, Yannis S. Avrithis. samt 2007: [doi]

2005

Rule Induction for Click-Stream Analysis: Set Covering and Compositional ApproachPetr Berka, Vladimír Las, Tomás Kocka. iis 2005: 13-22

AtherEx: An Expert System for Atherosclerosis Risk AssessmentPetr Berka, Vladimír Las, Marie Tomecková. aime 2005: 79-88 [doi]

2003

Discovering Company Descriptions on the Web by Multiway AnalysisVojtech Svátek, Petr Berka, Martin Kavalec, Jirí Kosek, Vladimír Vávra. iis 2003: 111-118

2002

WISECON - An Intelligent Assistant for Buying Computers on the InternetTomás Kroupa, Petr Berka, Tomás Kocka. ismis 2002: 167-175 [doi]

2000

Genetic learner: Discretization and fuzzification of numerical attributesIvan Bruha, Pavel Kralik, Petr Berka. ida, 4(5):445-460, 2000. [doi]

Improving WWW Access-from Single-Purpose Systems to Agent Architectures?D. Sramek, Petr Berka, Jirka Kosek, Vojtech Svátek. aimsa 2000: 167-178 [doi]

URL as starting point for WWW document categorizationVojtech Svátek, Petr Berka. riao 2000: 1693-1702

1998

empirical Comparison of Various Discretization ProceduresPetr Berka, Ivan Bruha. ijprai, 12(7):1017-1032, 1998.

Using Neural Nets to Learn Weights of Rules for Compositional Expert SystemsPetr Berka, Marek Sláma. ieaaie 1998: 511-519

Discretization and Grouping: Preprocessing Steps for Data MiningPetr Berka, Ivan Bruha. pkdd 1998: 239-245

1997

Recognizing Reliability of Discovered KnowledgePetr Berka. pkdd 1997: 307-314

1994

Automated Knowledge Acquisition for PROSPECTOR-like Expert SystemsPetr Berka, Jirí Ivánek. ecml 1994: 339-342

1989

Knowledge Engineering Research and Training at the Department of Scientifioc and Technical Information, Prague School of EconomicsJirí Ivánek, Petr Berka, J. Ferjencík, B. Stejskal. cepes 1990: 63-70

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