Publications

Fully differentiable Lagrangian convolutional neural network for physics-informed precipitation nowcasting

Pavlík, P., Výboh, M., Bou Ezzedine, A., Rozinajová, V. – Applied Computing and Geosciences, 2025

Stiahnuť

Healthcare Innovation and Artificial Intelligence in European Union

Shebanova, O., Mesarcik, M., Slosiarova, N. – KInIT report, 2024

Stiahnuť

Advising AI assistant: ethical risks of Oura smart ring

Gladiš, M., Mesarčík, M., Slosiarova N. – AI and Ethics, 2024

Windower: Feature Extraction for Real-Time DDoS Detection Using Machine Learning

Goldschmidt, P., Kucera, J. – NOMS 2024-2024 IEEE Network Operations and Management Symposium, 2024

Application of Transfer Learning techniques in one day ahead PV production prediction

Lóderer, M., Sandanus, M., Pavlík, P., Rozinajová, V. – European Geosciences Union General Assembly (EGU24), 2024

Stiahnuť

Fully Differentiable Physics-informed Lagrangian Convolutional Neural Network for Precipitation Nowcasting

Pavlík, P., Výboh, M., Bou Ezzeddine, A., Rozinajová, V. – European Geosciences Union General Assembly (EGU24), 2024

Stiahnuť

Report on the Current State of Societal Biases in Slovak AI

Pikuliak, M., Oreško, Š., Burda, K., Gavorník, A., Mesarčík, M., Hrčková, A., Kottulová, J., Szapuová, M., Podroužek, J., Šimko, M. – , 2023

Stiahnuť

Issues and challenges regarding operationalisation of AI ethics in practice

Oresko, S., Podrouzek, J. – Zborník SFZ, 2023

Stiahnuť

Beyond privacy and security: Exploring ethical issues of smart metering and non-intrusive load monitoring

Gavornik, A., Podrouzek, J., Oresko, S., Slosiarova N., Grmanova, G. – Telematics and Informatics, 2023

Stance on the regulation of Generative Artificial Intelligence

Mesarcik, M., Slosiarova, N., Podrouzek, J., Bielikova, M. – KInIT report, 2023

Stiahnuť

On defense of “ethification” of law: How ethics may improve compliance with the EU digital laws

Mesarcik, M., Podrouzek, J., Gavornik, A. – Computer Law & Security Review, 2023

Trustworthy AI in dental care beyond Artificial Intelligence Act

Slosiarova, N., Mesarcik, M., Jurkacek, P., Podrouzek, J. – CEUR-WS.org, 2023

Stiahnuť

KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection

Hromadka, T., Smolen, T., Remis, T., Pecher, B., Srba, I. – Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), pages 629–637, Toronto, Canada. Association for Computational Linguistics., 2023

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators

Kloska, M., Rozinajova, V. – Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2022

Anger or happiness superiority effect: A face in the crowd study involving nine emotions expressed by nine people

Halamová, J., Strnádelová, B., Kanovský, M., Móro, R., Bielikova, M. – Current Psychology, 2022

Analysis of selected regulations proposed by the European Commission and technological solutions in relation to the dissemination of disinformation and the behaviour of online platforms

Mesarcik, M., Moro, R., Kompan, M., Podrouzek, J., Simko, J., Bielikova, M. – Study prepared by KInIT based on an order from Miriam Lexmann, Member of the European Parliament. , 2022

Stiahnuť

Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

Srba, I., Pecher, B., Tomlein, M., Moro, R., Stefancova, E., Simko, J., Bielikova, M. – Proceedings of the 45th International ACM Conference on Research and Development in Information Retrieval – SIGIR 2022, 2022

Stiahnuť

Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with UNet Architecture

Pavlik, P., Rozinajova, V.. Bou Ezzeddine, A. – Workshop on Complex Data Challenges in Earth Observation 2022 at CAI-ECAI 2022, 2022

Average Is Not Enough: Caveats of Multilingual Evaluation

Pikuliak, M., Simko, M. – Proceedings of the The 2nd Workshop on Multi-lingual Representation Learning, 2022

Stiahnuť

Utilising the Assessment List for Trustworthy AI: Three Areas of Improvement

Gavornik, A, Podrouzek, J., Mesarcik, M., Solarova, S., Oresko, S., Bielikova, M. – Proceedings of the 2nd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies – AIofAI 2022, 2022

Stiahnuť

Black-box Audit of YouTube’s Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)

Tomlein, M., Pecher, B., Simko, J., Srba, I., Moro, R., Stefancova, E., Kompan, M., Hrckova, A., Podrouzek, J., Bielikova, M. – Thirty-First International Joint Conference on Artificial Intelligence Sister Conferences Best Papers, 2022

Inteligentné riadenie toku energie v mikrosieti

Vrablecova, P. – ATP Journal, 2022

Stiahnuť

Context-aware adaptive personalised recommendation: a meta-hybrid recommendation

Tibenský, P., Kompan, M. – International Journal of Web Engineering and Technology, 2021

Simplified introduction of power intent into a register-transfer level model

Groma, M., Macko, D. – Design Automation for Embedded Systems, 2021

Stiahnuť

Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe

Hrckova, A., Moro, R., Srba, I., Bielikova, M. – Online Information Review, 2021

Stiahnuť

Hate speech operationalization: a preliminary examination of hate speech indicators and their structure

Papcunova, J., Martoncik, M., Fedakova, D., Kentos, M. Bozoganova, M., Srba, I., Moro, R., Pikuliak, M., Simko, M., Adamkovic, M. – Complex & Intelligent Systems, 2021

Stiahnuť

Reconsidering the regulation of facial recognition in public spaces

Solarova, S., Podrouzek, J., Mesarcik, M., Gavornik, A., Bielikova, M. – AI and Ethics, 2021

Stiahnuť

Publications

Network intrusion datasets: A survey, limitations, and recommendations

Clustering Malware at Scale: A First Full-Benchmark Study

Do Echo Top Heights Improve Deep Learning Rainfall Nowcasts? A Case Study in the Netherlands

Fully differentiable Lagrangian convolutional neural network for physics-informed precipitation nowcasting

Healthcare Innovation and Artificial Intelligence in European Union

Advising AI assistant: ethical risks of Oura smart ring

Windower: Feature Extraction for Real-Time DDoS Detection Using Machine Learning

Application of Transfer Learning techniques in one day ahead PV production prediction

Fully Differentiable Physics-informed Lagrangian Convolutional Neural Network for Precipitation Nowcasting

Report on the Current State of Societal Biases in Slovak AI

Issues and challenges regarding operationalisation of AI ethics in practice

Beyond privacy and security: Exploring ethical issues of smart metering and non-intrusive load monitoring

Stance on the regulation of Generative Artificial Intelligence

On defense of “ethification” of law: How ethics may improve compliance with the EU digital laws

Trustworthy AI in dental care beyond Artificial Intelligence Act

KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators

Anger or happiness superiority effect: A face in the crowd study involving nine emotions expressed by nine people

Analysis of selected regulations proposed by the European Commission and technological solutions in relation to the dissemination of disinformation and the behaviour of online platforms

Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with UNet Architecture

Average Is Not Enough: Caveats of Multilingual Evaluation

Utilising the Assessment List for Trustworthy AI: Three Areas of Improvement

Black-box Audit of YouTube’s Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)

Inteligentné riadenie toku energie v mikrosieti

Context-aware adaptive personalised recommendation: a meta-hybrid recommendation

Simplified introduction of power intent into a register-transfer level model

Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe

Hate speech operationalization: a preliminary examination of hate speech indicators and their structure

Reconsidering the regulation of facial recognition in public spaces

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