Ján Paralič

Technical University of Košice — SK

Computer Science · Physical Sciences

13h-index869citations141works0.22yr avg
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Research Topics

Semantic Web and Ontologies(30), Artificial Intelligence in Healthcare(16), Business Process Modeling and Analysis(12), Advanced Database Systems and Queries(11), Service-Oriented Architecture and Web Services(11)

Publications141 total

A Multi-Criteria Decision-Making Approach for the Selection of Explainable AI Methods
Machine Learning and Knowledge Extraction·2025Open Access
Machine Learning for COVID-19 Risk Assessment in Cardiovascular Patients
2025
Assessing the trustworthiness of LLMs in Slovak in terms of truthfulness and robustness
2025
Data Analytics and Machine Learning Models on COVID-19 Medical Reports Enhanced with XAI for Usability
Diagnostics·2025Open Access
A Study Comparing Explainability Methods: A Medical User Perspective
Acta Electrotechnica et Informatica·2025Open Access
A Mobile Application for Enhancing Education of Scheduling and Logistics
2024
Interactive Visual Analysis of a Set of Indicators for Monitoring the Quality of Education at TUKE
2024
Conceptually Funded Usability Evaluation of an Application for Leveraging Descriptive Data Analysis Models for Cardiovascular Research
Diagnostics·2024· 2 citedOpen Access
Usability of a synthetically generated dataset for decision support
2024
Usability of Medical Data Analysis Tool
Acta Electrotechnica et Informatica·2023Open Access
Unraveling COVID-19 Dynamics via Machine Learning and XAI: Investigating Variant Influence and Prognostic Classification
Machine Learning and Knowledge Extraction·2023· 6 citedOpen Access
Detection of emotion by text analysis using machine learning
Frontiers in Psychology·2023· 69 citedOpen Access
Explainability of deep learning models in medical video analysis: a survey
PeerJ Computer Science·2023· 15 citedOpen Access
Perturbation-Based Explainable AI for ECG Sensor Data
Applied Sciences·2023· 3 citedOpen Access
Table of Contents
2023Open Access
Modeling the influence of factors associated with atherosclerosis
2023
Detecting the Absence of Lung Sliding in Ultrasound Videos Using 3D Convolutional Neural Networks
Acta Polytechnica Hungarica·2023· 12 citedOpen Access
Principles of Synthesizing Medical Datasets
Acta Electrotechnica et Informatica·2022· 2 citedOpen Access
Explainability of deep learning models in medical image classification
2022· 2 cited
Use of gamification in the teaching process of solving logistic tasks
2022 20th International Conference on Emerging eLearning Technologies and Applications (ICETA)·2022· 5 cited
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Frequent Co-authors

František Babič(19), Martin Sarnovský(7), Peter Bednár(5), P. Koncz(4), Ľudmila Pusztová(4), Jozef Wagner(4), Tomáš Sabol(4), Ljiljana Trtica Majnarić(3), Marek Paralič(3), Michal Kolárik(3), Peter Butka(3), Marián Mach(3), Michal Raček(3), Zuzana Paraličová(3), Zuzana Vantová(2), Kristína Machová(2), Sanja Bekić(2), Michal Vadovský(2), Alexandra Lukáčová(2), Andreas Holzinger(2)