Frantisek Babic

According to our database, Frantisek Babic authored at least 40 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Unification of tsunami-related terminology: Ontology engineering perspective.

Daniela Ponce, Martina Husáková, Tomás Nacházel, Vladimír Bures, Pavel Cech, Peter Mikulecký, Kamila Stekerová, Petr Tucník, Marek Zanker, Karel Mls, Ioanna Triantafyllou, Frantisek Babic

Comput. Geosci., September, 2023

Explainability of deep learning models in medical video analysis: a survey.

Michal Kolarik, Martin Sarnovsky, Ján Paralic, Frantisek Babic

PeerJ Comput. Sci., 2023

Architecture-Oriented Agent-Based Simulations and Machine Learning Solution: The Case of Tsunami Emergency Analysis for Local Decision Makers.

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

Inf., 2023

Hypoglycaemia prediction using information fusion and classifiers consensus.

Virginie Felizardo, Nuno M. Garcia, Imen Megdiche, Nuno Pombo, Miguel Sousa, Frantisek Babic

Eng. Appl. Artif. Intell., 2023

Anomaly Detection on Distributed Ledger Using Unsupervised Machine Learning.

Tomás Adam, Frantisek Babic

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

Review of Tools for Semantics Extraction: Application in Tsunami Research Domain.

Frantisek Babic, Vladimír Bures, Pavel Cech, Martina Husáková, Peter Mikulecký, Karel Mls, Tomás Nacházel, Daniela Ponce, Kamila Stekerová, Ioanna Triantafyllou, Petr Tucník, Marek Zanker

Inf., 2022

SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients.

Frantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric

Proceedings of the Machine Learning and Knowledge Extraction, 2022

How to Reduce the Time Necessary for Evaluation of Tree-Based Models.

Viera Anderková, Frantisek Babic

Proceedings of the Machine Learning and Knowledge Extraction, 2022

2021

UAV Mission Definition and Implementation for Visual Inspection.

Tomás Adam, Frantisek Babic

Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

2020

Cooperation Between Data Analysts and Medical Experts: A Case Study.

Judita Rokosná, Frantisek Babic, Ljiljana Trtica-Majnaric, Ludmila Pusztová

Proceedings of the Machine Learning and Knowledge Extraction, 2020

2019

Understand the Buying Behavior of E-Shop Customers Through Appropriate Analytical Methods.

Jaroslav Olejár, Frantisek Babic, Ludmila Pusztová

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

How to Improve the Adaptation Phase of the CBR in the Medical Domain.

Ludmila Pusztová, Frantisek Babic, Ján Paralic, Zuzana Paralicová

Proceedings of the Machine Learning and Knowledge Extraction, 2019

Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty.

Frantisek Babic, Ljiljana Trtica-Majnaric, Sanja Bekic, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2019

Data Analytics in the Electronic Games.

Tomás Porvazník, Frantisek Babic, Ludmila Pusztová

Proceedings of the Business Information Systems Workshops, 2019

2018

Metabolic syndrome in hypertensive women in the age of menopause: a case study on data from general practice electronic health records.

Sefket Sabanovic, Ljiljana Trtica-Majnaric, Frantisek Babic, Michal Vadovský, Ján Paralic, Aleksandar Vcev, Andreas Holzinger

BMC Medical Informatics Decis. Mak., 2018

Using the Virtual Assistant Alexa as a Communication Channel for Road Traffic Situation.

Viktória Kerekesová, Frantisek Babic, Vladimír Gaspar

Proceedings of the Multimedia and Network Information Systems, 2018

Medical Data Analytics Is Not a Simple Task.

Frantisek Babic, Michal Vadovský, Ján Paralic

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

2017

A Creative Ecosystem to Improve the Students Adaptation to Current Trends in IT Companies.

Frantisek Babic, Vladimír Gaspar

Proceedings of the Teaching and Learning in a Digital World - Proceedings of the 20th International Conference on Interactive Collaborative Learning, 2017

Predictive and Descriptive Analysis for Heart Disease Diagnosis.

Frantisek Babic, Jaroslav Olejár, Zuzana Vantová, Ján Paralic

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Analysis of Users Buying Behaviour to Improve the Coupon Marketing.

Frantisek Babic, Ludmila Pusztová

Proceedings of the Business Information Systems Workshops, 2017

2016

Prediction of Topics Popularity on On-Line Social Networks.

Frantisek Babic, Anna Drábiková

Proceedings of the Multimedia and Network Information Systems, 2016

Effective Project Management Using Web-Based System with Integrated Knowledge Base.

Frantisek Babic, Barbora Curová

Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

Customized Web-based System for Elderly People Using Elements of Artificial Intelligence.

Frantisek Babic, Adrián Jancus, Katarína Melisová

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Decision Support System for Foreign Exchange Markets.

Róbert Magyar, Frantisek Babic, Ján Paralic

Proceedings of the Business Information Systems Workshops, 2016

2015

How to Increase the Effectiveness of the Hepatitis Diagnostics by Means of Appropriate Machine Learning Methods.

Alexandra Lukácová, Frantisek Babic, Zuzana Paralicová, Ján Paralic

Proceedings of the Information Technology in Bio- and Medical Informatics, 2015

Analytical Platform Based on Jbowl Library Providing Text-Mining Services in Distributed Environment.

Martin Sarnovsky, Peter Butka, Peter Bednár, Frantisek Babic, Ján Paralic

Proceedings of the Information and Communication Technology, 2015

2014

Descriptive and Predictive Analyses of Data Representing Aviation Accidents.

Frantisek Babic, Alexandra Lukácová, Ján Paralic

Proceedings of the New Research in Multimedia and Internet Systems, 2014

On Patient's Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning.

Frantisek Babic, Ljiljana Majnaric, Alexandra Lukácová, Ján Paralic, Andreas Holzinger

Proceedings of the Information Technology in Bio- and Medical Informatics, 2014

2013

Knowledge Discovery Methods for Bankruptcy Prediction.

Frantisek Babic, Cecília Havrilová, Ján Paralic

Proceedings of the Business Information Systems - 16th International Conference, 2013

2012

The use of event logs for collaborative practices reflection.

Frantisek Babic, Jozef Wagner, Ján Paralic

Int. J. Intell. Inf. Database Syst., 2012

Investigation of Performed User Activities in Overall Context with IT Analytical Framework.

Frantisek Babic, Jozef Wagner, Ján Paralic

Proceedings of the Business Information Systems - 15th International Conference, 2012

2011

Mirroring of Knowledge Practices based on User-defined Patterns.

Ján Paralic, Christoph Richter, Frantisek Babic, Jozef Wagner, Michal Racek

J. Univers. Comput. Sci., 2011

Meteorological Phenomena Forecast Using Data Mining Prediction Methods.

Frantisek Babic, Peter Bednár, Frantisek Albert, Ján Paralic, Juraj Bartok, Ladislav Hluchý

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010

KP-Lab System for the Support of Collaborative Learning and Working Practices, Based on Trialogical Learning.

Ján Paralic, Frantisek Babic, Jozef Wagner, Peter Bednár, Marek Paralic

Informatica (Slovenia), 2010

Analytical Framework for Mirroring and Reflection of User Activities in E-Learning Environment.

Frantisek Babic, Ján Paralic, Peter Bednár, Michal Racek

Proceedings of the Advances in Multimedia and Network Information System Technologies, 2010

2009

Analyses of Knowledge Creation Processes Based on Different Types of Monitored Data.

Ján Paralic, Frantisek Babic, Jozef Wagner, Ekaterina Simonenko, Nicolas Spyratos, Tsuyoshi Sugibuchi

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Use of Semantic Principles in a Collaborative System in Order to Support Effective Information Retrieval.

Frantisek Babic, Karol Furdík, Ján Paralic, Peter Bednár, Jozef Wagner

Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

Analyzes of Interactions and Context of Performed Actions in Intelligent Virtual Environment.

Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner

Proceedings of the Ambient Intelligence Perspectives II, 2009

2008

Support of Knowledge Creation Process in a Computer-Based COllaborative System.

Ján Paralic, Frantisek Babic

Proceedings of the Innovation in Manufacturing Networks, 2008

Knowledge Practices Laboratory.

Frantisek Babic, Ján Paralic, Michal Racek, Jozef Wagner

Proceedings of the Ambient Intelligence Perspectives, 2008