Frantisek Babic

41 papers B 1C 10Misc 4Journal 10Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking augmentation to enhance A-line and B-line classification with sparse data.
PeerJ Comput. Sci.
Maros Hliboký, Ján Magyar, Martina Szabóová, Marek Malík, Martin Stevík, Stefánia Vetesková, Kamil Zelenák, Dominik Vranay, Marek Bundzel, Ján Paralic, Frantisek Babic, Zuzana Gesvandtner Trabalková, Anton Dzian
2023 — conf
Anomaly Detection on Distributed Ledger Using Unsupervised Machine Learning.
COINS
Tomás Adam, Frantisek Babic
2023 J jnl
Architecture-Oriented Agent-Based Simulations and Machine Learning Solution: The Case of Tsunami Emergency Analysis for Local Decision Makers.
Inf.
Pavel Cech, Martin Mattos, Viera Anderková, Frantisek Babic, Bilal Naji Alhasnawi, Vladimír Bures, Milan Korínek, Kamila Stekerová, Martina Husáková, Marek Zanker, Sunanda Manneela, Ioanna Triantafyllou
2023 J jnl
Explainability of deep learning models in medical video analysis: a survey.
PeerJ Comput. Sci.
Michal Kolarik, Martin Sarnovsky, Ján Paralic, Frantisek Babic
2023 J jnl
Hypoglycaemia prediction using information fusion and classifiers consensus.
Eng. Appl. Artif. Intell.
Virginie Felizardo, Nuno M. Garcia, Imen Megdiche, Nuno Pombo, Miguel Sousa, Frantisek Babic
2023 J jnl
Unification of tsunami-related terminology: Ontology engineering perspective.
Comput. Geosci.
Daniela Ponce, Martina Husáková, Tomás Nacházel, Vladimír Bures, Pavel Cech, Peter Mikulecký, Kamila Stekerová, Petr Tucník, Marek Zanker, Karel Mls, Ioanna Triantafyllou, Frantisek Babic
2022 C conf
How to Reduce the Time Necessary for Evaluation of Tree-Based Models.
CD-MAKE
Viera Anderková, Frantisek Babic
2022 J jnl
Review of Tools for Semantics Extraction: Application in Tsunami Research Domain.
Inf.
Frantisek Babic, Vladimír Bures, Pavel Cech, Martina Husáková, Peter Mikulecký, Karel Mls, Tomás Nacházel, Daniela Ponce, Kamila Stekerová, Ioanna Triantafyllou, Petr Tucník, Marek Zanker
2022 C conf
SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients.
CD-MAKE
Frantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric
2021 C conf
UAV Mission Definition and Implementation for Visual Inspection.
FedCSIS
Tomás Adam, Frantisek Babic
2020 C conf
Cooperation Between Data Analysts and Medical Experts: A Case Study.
CD-MAKE
Judita Rokosná, Frantisek Babic, Ljiljana Trtica-Majnaric, Ludmila Pusztová
2019 — conf
Data Analytics in the Electronic Games.
BIS (Workshops)
Tomás Porvazník, Frantisek Babic, Ludmila Pusztová
2019 C conf
How to Improve the Adaptation Phase of the CBR in the Medical Domain.
CD-MAKE
Ludmila Pusztová, Frantisek Babic, Ján Paralic, Zuzana Paralicová
2019 C conf
Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty.
CD-MAKE
Frantisek Babic, Ljiljana Trtica-Majnaric, Sanja Bekic, Andreas Holzinger
2019 C conf
Understand the Buying Behavior of E-Shop Customers Through Appropriate Analytical Methods.
IEA/AIE
Jaroslav Olejár, Frantisek Babic, Ludmila Pusztová
2018 — conf
Medical Data Analytics Is Not a Simple Task.
MIE
Frantisek Babic, Michal Vadovský, Ján Paralic
2018 J jnl
Metabolic syndrome in hypertensive women in the age of menopause: a case study on data from general practice electronic health records.
BMC Medical Informatics Decis. Mak.
Sefket Sabanovic, Ljiljana Trtica-Majnaric, Frantisek Babic, Michal Vadovský, Ján Paralic, Aleksandar Vcev, Andreas Holzinger
2018 Misc conf
Using the Virtual Assistant Alexa as a Communication Channel for Road Traffic Situation.
MISSI
Viktória Kerekesová, Frantisek Babic, Vladimír Gaspar
2017 — conf
A Creative Ecosystem to Improve the Students Adaptation to Current Trends in IT Companies.
ICL (1)
Frantisek Babic, Vladimír Gaspar
2017 — conf
Analysis of Users Buying Behaviour to Improve the Coupon Marketing.
BIS (Workshops)
Frantisek Babic, Ludmila Pusztová
2017 C conf
Predictive and Descriptive Analysis for Heart Disease Diagnosis.
FedCSIS
Frantisek Babic, Jaroslav Olejár, Zuzana Vantová, Ján Paralic
2016 C conf
Customized Web-based System for Elderly People Using Elements of Artificial Intelligence.
FedCSIS
Frantisek Babic, Adrián Jancus, Katarína Melisová
2016 — conf
Decision Support System for Foreign Exchange Markets.
BIS (Workshops)
Róbert Magyar, Frantisek Babic, Ján Paralic
2016 — conf
Effective Project Management Using Web-Based System with Integrated Knowledge Base.
ISAT (1)
Frantisek Babic, Barbora Curová
2016 Misc conf
Prediction of Topics Popularity on On-Line Social Networks.
MISSI
Frantisek Babic, Anna Drábiková
2015 — conf
Analytical Platform Based on Jbowl Library Providing Text-Mining Services in Distributed Environment.
ICT-EurAsia/CONFENIS
Martin Sarnovsky, Peter Butka, Peter Bednár, Frantisek Babic, Ján Paralic
2015 — conf
How to Increase the Effectiveness of the Hepatitis Diagnostics by Means of Appropriate Machine Learning Methods.
ITBAM
Alexandra Lukácová, Frantisek Babic, Zuzana Paralicová, Ján Paralic
2014 Misc conf
Descriptive and Predictive Analyses of Data Representing Aviation Accidents.
MISSI
Frantisek Babic, Alexandra Lukácová, Ján Paralic
2014 — conf
On Patient's Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning.
ITBAM
Frantisek Babic, Ljiljana Majnaric, Alexandra Lukácová, Ján Paralic, Andreas Holzinger
2013 — conf
Knowledge Discovery Methods for Bankruptcy Prediction.
BIS
Frantisek Babic, Cecília Havrilová, Ján Paralic
2012 — conf
Investigation of Performed User Activities in Overall Context with IT Analytical Framework.
BIS
Frantisek Babic, Jozef Wagner, Ján Paralic
2012 J jnl
The use of event logs for collaborative practices reflection.
Int. J. Intell. Inf. Database Syst.
Frantisek Babic, Jozef Wagner, Ján Paralic
2011 — conf
Meteorological Phenomena Forecast Using Data Mining Prediction Methods.
ICCCI (1)
Frantisek Babic, Peter Bednár, Frantisek Albert, Ján Paralic, Juraj Bartok, Ladislav Hluchý
2011 J jnl
Mirroring of Knowledge Practices based on User-defined Patterns.
J. Univers. Comput. Sci.
Ján Paralic, Christoph Richter, Frantisek Babic, Jozef Wagner, Michal Racek
2010 Misc conf
Analytical Framework for Mirroring and Reflection of User Activities in E-Learning Environment.
MISSI
Frantisek Babic, Ján Paralic, Peter Bednár, Michal Racek
2010 J jnl
KP-Lab System for the Support of Collaborative Learning and Working Practices, Based on Trialogical Learning.
Informatica (Slovenia)
Ján Paralic, Frantisek Babic, Jozef Wagner, Peter Bednár, Marek Paralic
2009 C conf
Analyses of Knowledge Creation Processes Based on Different Types of Monitored Data.
ISMIS
Ján Paralic, Frantisek Babic, Jozef Wagner, Ekaterina Simonenko, Nicolas Spyratos, Tsuyoshi Sugibuchi
2009 — conf
Analyzes of Interactions and Context of Performed Actions in Intelligent Virtual Environment.
AMIF
Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner
2009 B conf
Use of Semantic Principles in a Collaborative System in Order to Support Effective Information Retrieval.
ICCCI
Frantisek Babic, Karol Furdík, Ján Paralic, Peter Bednár, Jozef Wagner
2008 — conf
Knowledge Practices Laboratory.
AMIF
Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner
2008 — conf
Support of Knowledge Creation Process in a Computer-Based COllaborative System.
BASYS
Ján Paralic, Frantisek Babic