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ORCIDFrantisek Babic
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2020 – today
- 2023
[j9]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): 106194 (2023)- [j8]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: 105404 (2023) - [j7]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): 172 (2023) - [j6]Michal Kolarik, Martin Sarnovsky, Ján Paralic, Frantisek Babic:
Explainability of deep learning models in medical video analysis: a survey. PeerJ Comput. Sci. 9: e1253 (2023) - [c31]Tomás Adam, Frantisek Babic:
Anomaly Detection on Distributed Ledger Using Unsupervised Machine Learning. COINS 2023: 1-4 - 2022
- [j5]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): 4 (2022) - [c30]Viera Anderková, Frantisek Babic:
How to Reduce the Time Necessary for Evaluation of Tree-Based Models. CD-MAKE 2022: 290-305 - [c29]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: 328-342 - 2021
- [c28]Tomás Adam, Frantisek Babic:
UAV Mission Definition and Implementation for Visual Inspection. FedCSIS 2021: 343-346 - 2020
- [c27]Judita Rokosná, Frantisek Babic, Ljiljana Trtica-Majnaric, Ludmila Pusztová:
Cooperation Between Data Analysts and Medical Experts: A Case Study. CD-MAKE 2020: 173-190
2010 – 2019
- 2019
- [c26]Tomás Porvazník, Frantisek Babic, Ludmila Pusztová:
Data Analytics in the Electronic Games. BIS (Workshops) 2019: 16-25 - [c25]Ludmila Pusztová, Frantisek Babic, Ján Paralic, Zuzana Paralicová:
How to Improve the Adaptation Phase of the CBR in the Medical Domain. CD-MAKE 2019: 168-177 - [c24]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: 178-194 - [c23]Jaroslav Olejár, Frantisek Babic, Ludmila Pusztová:
Understand the Buying Behavior of E-Shop Customers Through Appropriate Analytical Methods. IEA/AIE 2019: 300-307 - 2018
- [j4]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): 24 (2018) - [c22]Frantisek Babic, Michal Vadovský, Ján Paralic:
Medical Data Analytics Is Not a Simple Task. MIE 2018: 371-375 - [c21]Viktória Kerekesová, Frantisek Babic, Vladimír Gaspar:
Using the Virtual Assistant Alexa as a Communication Channel for Road Traffic Situation. MISSI 2018: 35-44 - 2017
- [c20]Frantisek Babic, Ludmila Pusztová:
Analysis of Users Buying Behaviour to Improve the Coupon Marketing. BIS (Workshops) 2017: 69-78 - [c19]Frantisek Babic, Jaroslav Olejár, Zuzana Vantová, Ján Paralic:
Predictive and Descriptive Analysis for Heart Disease Diagnosis. FedCSIS 2017: 155-163 - [c18]Frantisek Babic, Vladimír Gaspar:
A Creative Ecosystem to Improve the Students Adaptation to Current Trends in IT Companies. ICL (1) 2017: 708-715 - 2016
- [c17]Róbert Magyar, Frantisek Babic, Ján Paralic:
Decision Support System for Foreign Exchange Markets. BIS (Workshops) 2016: 85-96 - [c16]Frantisek Babic, Adrián Jancus, Katarína Melisová:
Customized Web-based System for Elderly People Using Elements of Artificial Intelligence. FedCSIS 2016: 277-280 - [c15]Frantisek Babic, Barbora Curová:
Effective Project Management Using Web-Based System with Integrated Knowledge Base. ISAT (1) 2016: 93-101 - [c14]Frantisek Babic, Anna Drábiková:
Prediction of Topics Popularity on On-Line Social Networks. MISSI 2016: 333-342 - 2015
- [c13]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: 310-319 - [c12]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: 81-94 - 2014
- [c11]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: 118-132 - [c10]Frantisek Babic, Alexandra Lukácová, Ján Paralic:
Descriptive and Predictive Analyses of Data Representing Aviation Accidents. MISSI 2014: 181-190 - 2013
- [c9]Frantisek Babic, Cecília Havrilová, Ján Paralic:
Knowledge Discovery Methods for Bankruptcy Prediction. BIS 2013: 151-162 - 2012
- [j3]Frantisek Babic, Jozef Wagner, Ján Paralic:
The use of event logs for collaborative practices reflection. Int. J. Intell. Inf. Database Syst. 6(5): 421-435 (2012) - [c8]Frantisek Babic, Jozef Wagner, Ján Paralic:
Investigation of Performed User Activities in Overall Context with IT Analytical Framework. BIS 2012: 284-295 - 2011
- [j2]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): 1474-1491 (2011) - [c7]Frantisek Babic, Peter Bednár, Frantisek Albert, Ján Paralic, Juraj Bartok, Ladislav Hluchý:
Meteorological Phenomena Forecast Using Data Mining Prediction Methods. ICCCI (1) 2011: 458-467 - 2010
- [j1]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): 341-351 (2010) - [c6]Frantisek Babic, Ján Paralic, Peter Bednár, Michal Racek:
Analytical Framework for Mirroring and Reflection of User Activities in E-Learning Environment. MISSI 2010: 287-296
2000 – 2009
- 2009
- [c5]Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner:
Analyzes of Interactions and Context of Performed Actions in Intelligent Virtual Environment. AMIF 2009: 137-144 - [c4]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: 365-376 - [c3]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: 321-330 - 2008
- [c2]Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner:
Knowledge Practices Laboratory. AMIF 2008: 42-49 - [c1]Ján Paralic, Frantisek Babic:
Support of Knowledge Creation Process in a Computer-Based COllaborative System. BASYS 2008: 145-152
Coauthor Index
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