Frantisek Babic

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 24

Top Topics

Bankruptcy Prediction

Machine Learning

Top Venues

BIS (Workshops)

Publications

Michal Kolarik, Martin Sarnovsky, Ján Paralic, Frantisek Babic
Explainability of deep learning models in medical video analysis: a survey. PeerJ Comput. Sci. 9 (2023)
Daniela Ponce, Martina Husáková, Tomás Nacházel, Vladimír Bures, Pavel Cech, Peter Mikulecký, Kamila Stekerová, Petr Tucník, Marek Zanker, Karel Mls, Ioanna Triantafyllou, Frantisek Babic
Unification of tsunami-related terminology: Ontology engineering perspective. Comput. Geosci. 178 (2023)
Virginie Felizardo, Nuno M. Garcia, Imen Megdiche, Nuno Pombo, Miguel Sousa, Frantisek Babic
Hypoglycaemia prediction using information fusion and classifiers consensus. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
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
Architecture-Oriented Agent-Based Simulations and Machine Learning Solution: The Case of Tsunami Emergency Analysis for Local Decision Makers. Inf. 14 (3) (2023)
Tomás Adam, Frantisek Babic
Anomaly Detection on Distributed Ledger Using Unsupervised Machine Learning. COINS (2023)
Frantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric
SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients. CD-MAKE (2022)
Frantisek Babic, Vladimír Bures, Pavel Cech, Martina Husáková, Peter Mikulecký, Karel Mls, Tomás Nacházel, Daniela Ponce, Kamila Stekerová, Ioanna Triantafyllou, Petr Tucník, Marek Zanker
Review of Tools for Semantics Extraction: Application in Tsunami Research Domain. Inf. 13 (1) (2022)
Viera Anderková, Frantisek Babic
How to Reduce the Time Necessary for Evaluation of Tree-Based Models. CD-MAKE (2022)
Tomás Adam, Frantisek Babic
UAV Mission Definition and Implementation for Visual Inspection. FedCSIS (2021)
Judita Rokosná, Frantisek Babic, Ljiljana Trtica-Majnaric, Ludmila Pusztová
Cooperation Between Data Analysts and Medical Experts: A Case Study. CD-MAKE (2020)
Frantisek Babic, Ljiljana Trtica-Majnaric, Sanja Bekic, Andreas Holzinger
Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty. CD-MAKE (2019)
Ludmila Pusztová, Frantisek Babic, Ján Paralic, Zuzana Paralicová
How to Improve the Adaptation Phase of the CBR in the Medical Domain. CD-MAKE (2019)
Tomás Porvazník, Frantisek Babic, Ludmila Pusztová
Data Analytics in the Electronic Games. BIS (Workshops) (2019)
Jaroslav Olejár, Frantisek Babic, Ludmila Pusztová
Understand the Buying Behavior of E-Shop Customers Through Appropriate Analytical Methods. IEA/AIE (2019)
Frantisek Babic, Michal Vadovský, Ján Paralic
Medical Data Analytics Is Not a Simple Task. MIE (2018)
Viktória Kerekesová, Frantisek Babic, Vladimír Gaspar
Using the Virtual Assistant Alexa as a Communication Channel for Road Traffic Situation. MISSI (2018)
Sefket Sabanovic, Ljiljana Trtica-Majnaric, Frantisek Babic, Michal Vadovský, Ján Paralic, Aleksandar Vcev, Andreas Holzinger
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. 18 (1) (2018)
Frantisek Babic, Vladimír Gaspar
A Creative Ecosystem to Improve the Students Adaptation to Current Trends in IT Companies. ICL (1) (2017)
Frantisek Babic, Jaroslav Olejár, Zuzana Vantová, Ján Paralic
Predictive and Descriptive Analysis for Heart Disease Diagnosis. FedCSIS (2017)
Frantisek Babic, Ludmila Pusztová
Analysis of Users Buying Behaviour to Improve the Coupon Marketing. BIS (Workshops) (2017)
Róbert Magyar, Frantisek Babic, Ján Paralic
Decision Support System for Foreign Exchange Markets. BIS (Workshops) (2016)
Frantisek Babic, Adrián Jancus, Katarína Melisová
Customized Web-based System for Elderly People Using Elements of Artificial Intelligence. FedCSIS (2016)
Frantisek Babic, Anna Drábiková
Prediction of Topics Popularity on On-Line Social Networks. MISSI (2016)
Frantisek Babic, Barbora Curová
Effective Project Management Using Web-Based System with Integrated Knowledge Base. ISAT (1) (2016)
Alexandra Lukácová, Frantisek Babic, Zuzana Paralicová, Ján Paralic
How to Increase the Effectiveness of the Hepatitis Diagnostics by Means of Appropriate Machine Learning Methods. ITBAM (2015)
Martin Sarnovsky, Peter Butka, Peter Bednár, Frantisek Babic, Ján Paralic
Analytical Platform Based on Jbowl Library Providing Text-Mining Services in Distributed Environment. ICT-EurAsia/CONFENIS (2015)
Frantisek Babic, Ljiljana Majnaric, Alexandra Lukácová, Ján Paralic, Andreas Holzinger
On Patient's Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning. ITBAM (2014)
Frantisek Babic, Alexandra Lukácová, Ján Paralic
Descriptive and Predictive Analyses of Data Representing Aviation Accidents. MISSI (2014)
Frantisek Babic, Cecília Havrilová, Ján Paralic
Knowledge Discovery Methods for Bankruptcy Prediction. BIS (2013)
Frantisek Babic, Jozef Wagner, Ján Paralic
The use of event logs for collaborative practices reflection. Int. J. Intell. Inf. Database Syst. 6 (5) (2012)
Frantisek Babic, Jozef Wagner, Ján Paralic
Investigation of Performed User Activities in Overall Context with IT Analytical Framework. BIS (2012)
Frantisek Babic, Peter Bednár, Frantisek Albert, Ján Paralic, Juraj Bartok, Ladislav Hluchý
Meteorological Phenomena Forecast Using Data Mining Prediction Methods. ICCCI (1) (2011)
Ján Paralic, Christoph Richter, Frantisek Babic, Jozef Wagner, Michal Racek
Mirroring of Knowledge Practices based on User-defined Patterns. J. Univers. Comput. Sci. 17 (10) (2011)
Ján Paralic, Frantisek Babic, Jozef Wagner, Peter Bednár, Marek Paralic
KP-Lab System for the Support of Collaborative Learning and Working Practices, Based on Trialogical Learning. Informatica (Slovenia) 34 (3) (2010)
Frantisek Babic, Ján Paralic, Peter Bednár, Michal Racek
Analytical Framework for Mirroring and Reflection of User Activities in E-Learning Environment. MISSI (2010)
Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner
Analyzes of Interactions and Context of Performed Actions in Intelligent Virtual Environment. AMIF (2009)
Frantisek Babic, Karol Furdík, Ján Paralic, Peter Bednár, Jozef Wagner
Use of Semantic Principles in a Collaborative System in Order to Support Effective Information Retrieval. ICCCI (2009)
Ján Paralic, Frantisek Babic, Jozef Wagner, Ekaterina Simonenko, Nicolas Spyratos, Tsuyoshi Sugibuchi
Analyses of Knowledge Creation Processes Based on Different Types of Monitored Data. ISMIS (2009)
Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner
Knowledge Practices Laboratory. AMIF (2008)
Ján Paralic, Frantisek Babic
Support of Knowledge Creation Process in a Computer-Based COllaborative System. BASYS (2008)