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Martin Sarnovsky
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Comparison of deep learning models and various text pre-processing techniques for the toxic comments classification
V Maslej-Krešňáková, M Sarnovský, P Butka, K Machová
Applied Sciences 10 (23), 8631, 2020
902020
The semantic middleware for networked embedded systems applied in the internet of things and services domain
P Kostelnik, M Sarnovsk, K Furdik
Scalable Computing: Practice and Experience 12 (3), 307-316, 2011
772011
Hierarchical intrusion detection using machine learning and knowledge model
M Sarnovsky, J Paralic
Symmetry 12 (2), 203, 2020
542020
Deep learning methods for Fake News detection
VM Krešňáková, M Sarnovský, P Butka
2019 IEEE 19th international symposium on computational intelligence and …, 2019
522019
Big data processing and analytics platform architecture for process industry factories
M Sarnovsky, P Bednar, M Smatana
Big Data and Cognitive Computing 2 (1), 3, 2018
382018
Cloud-based classification of text documents using the Gridgain platform
M Samovsky, T Kacur
2012 7th IEEE International Symposium on Applied Computational Intelligence …, 2012
272012
Emotion analysis in human–robot interaction
M Szabóová, M Sarnovský, V Maslej Krešňáková, K Machová
Electronics 9 (11), 1761, 2020
242020
Grid-based support for different text mining tasks
M Sarnovský, P Butka, J Paralič
Acta Polytechnica Hungarica 6 (4), 5-27, 2009
212009
One approach to combination of FCA-based local conceptual models for text analysis—grid-based approach
P Butka, M Sarnovsky, P Bednar
2008 6th International Symposium on Applied Machine Intelligence and …, 2008
212008
Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble
M Sarnovsky, M Kolarik
PeerJ Computer Science 7, e459, 2021
192021
Cloud-based clustering of text documents using the GHSOM algorithm on the GridGain platform
M Sarnovsky, Z Ulbrik
2013 IEEE 8th international symposium on applied computational intelligence …, 2013
192013
Semantic devices for ambient environment middleware
P Kostelnik, M Sarnovsky, J Hreno, M Ahlsen, P Rosengren, P Kool, ...
Proceedings of EURO TrustAmi, 18-19, 2008
192008
First demonstrator of hydra middleware architecture for building automation
M Sarnovský, P Kostelník, P Butka, J Hreňo, D Lacková
Proceedings of the scientific conference Znalosti, 2008
182008
Fake news detection in Slovak language using deep learning techniques
K Ivancová, M Sarnovský, V Maslej-Krcšńáková
2021 IEEE 19th World Symposium on Applied Machine Intelligence and …, 2021
172021
Distributed classification of textual documents on the grid
I Janciak, M Sarnovsky, AM Tjoa, P Brezany
High Performance Computing and Communications: Second International …, 2006
172006
Predictive models for support of incident management process in IT service management
M Sarnovsky, J Surma
Acta Electrotechnica et Informatica 18 (1), 57-62, 2018
162018
Analytical platform based on Jbowl library providing text-mining services in distributed environment
M Sarnovský, P Butka, P Bednár, F Babič, J Paralič
Information and Communication Technology: Third IFIP TC 5/8 International …, 2015
162015
Dolovanie znalostí z textov
J Paralič, K Furdík, G Tutoky, P Bednár, M Sarnovský, P Butka, F Babič
Equilibria, Košice, 2010
162010
Text mining workflows construction with support of ontologies
M Sarnovsky, M Paralic
2008 6th International Symposium on Applied Machine Intelligence and …, 2008
162008
Fake news detection related to the covid-19 in slovak language using deep learning methods
M Sarnovský, V Maslej-Krešňáková, K Ivancová
Acta Polytechnica Hungarica 19 (2), 43-57, 2022
152022
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