Martin Sarnovsky

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 11

Top Topics

Automotive Industry

Intrusion Detection

Top Venues

PeerJ Comput. Sci.

ICT-EurAsia/CONFENIS

Publications

Peter Bednár, Martin Sarnovsky, Jakub Ivan Vanko
Cognitive Architecture for Process industries. eSAAM (2023)
Michal Kolarik, Martin Sarnovsky, Ján Paralic, Frantisek Babic
Explainability of deep learning models in medical video analysis: a survey. PeerJ Comput. Sci. 9 (2023)
Viera Maslej-Kresnáková, Martin Sarnovsky, Júlia Jacková
Use of Data Augmentation Techniques in Detection of Antisocial Behavior Using Deep Learning Methods. Future Internet 14 (9) (2022)
Peter Bednár, Juliana Ivancáková, Martin Sarnovsky
Semantic automatization of the data-analytical processes. SACI (2022)
Martin Sarnovsky, Michal Kolarik
Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble. PeerJ Comput. Sci. 7 (2021)
Martin Sarnovsky, Ján Paralic
Hierarchical Intrusion Detection Using Machine Learning and Knowledge Model. Symmetry 12 (2) (2020)
Peter Bednár, Martin Sarnovsky, Pavol Halas
Semantic Models for Network Intrusion Detection. SAM IoT (2020)
Martin Sarnovsky, Marek Olejnik
Improvement in the Efficiency of a Distributed Multi-Label Text Classification Algorithm Using Infrastructure and Task-Related Data. Informatics 6 (1) (2019)
Martin Sarnovsky, Peter Bednár, Miroslav Smatana
Big Data Processing and Analytics Platform Architecture for Process Industry Factories. Big Data Cogn. Comput. 2 (1) (2018)
Martin Sarnovsky, Petra Cibulova
Measurement Center Processes Support in the Automotive Industry. ISAT (3) (2017)
Martin Sarnovsky, Peter Butka, Jakub Paulina
Social-Media Data Analysis Using Tessera Framework in the Hadoop Cluster Environment. ISAT (2) (2016)
Martin Sarnovsky, Noema Carnoka
Distributed Algorithm for Text Documents Clustering Based on k-Means Approach. ISAT (2) (2015)
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)
Martin Sarnovsky, Z. Ulbrik
Cloud-based clustering of text documents using the GHSOM algorithm on the GridGain platform. SACI (2013)
Peter Butka, Jozef Pócs, Jana Pócsová, Martin Sarnovsky
Multiple Data Tables Processing via One-Sided Concept Lattices. MISSI (2012)
Martin Sarnovsky, Karol Furdík
IT service management supported by semantic technologies. SACI (2011)
Peter Kostelnik, Martin Sarnovsky, Karol Furdík
The Semantic Middleware for Networked Embedded Systems Applied in the Internet of Things and Services Domain. Scalable Comput. Pract. Exp. 12 (3) (2011)
Peter Kostelnik, Martin Sarnovsky, Ján Hreno
Ontologies in HYDRA - Middleware for Ambient Intelligent Devices. AMIF (2009)
Ivan Janciak, Martin Sarnovsky, A Min Tjoa, Peter Brezany
Distributed Classification of Textual Documents on the Grid. HPCC (2006)