Martin Sarnovsky

According to our database, Martin Sarnovsky authored at least 19 papers between 2006 and 2023.

Collaborative distances:

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

2023

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

Michal Kolarik, Martin Sarnovsky, Ján Paralic, Frantisek Babic

PeerJ Comput. Sci., 2023

Cognitive Architecture for Process industries.

Peter Bednár, Martin Sarnovsky, Jakub Ivan Vanko

Proceedings of the 3rd Eclipse Security, 2023

2022

Use of Data Augmentation Techniques in Detection of Antisocial Behavior Using Deep Learning Methods.

Viera Maslej-Kresnáková, Martin Sarnovsky, Júlia Jacková

Future Internet, 2022

Semantic automatization of the data-analytical processes.

Peter Bednár, Juliana Ivancáková, Martin Sarnovsky

Proceedings of the 16th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2022

2021

Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble.

Martin Sarnovsky, Michal Kolarik

PeerJ Comput. Sci., 2021

2020

Hierarchical Intrusion Detection Using Machine Learning and Knowledge Model.

Martin Sarnovsky, Ján Paralic

Symmetry, 2020

Semantic Models for Network Intrusion Detection.

Peter Bednár, Martin Sarnovsky, Pavol Halas

Proceedings of the 1st Eclipse Research International Conference on Security, Artificial Intelligence and Modeling for the next generation Internet of Things, Virtual Event, September 17th - to, 2020

2019

Improvement in the Efficiency of a Distributed Multi-Label Text Classification Algorithm Using Infrastructure and Task-Related Data.

Martin Sarnovsky, Marek Olejnik

Informatics, 2019

2018

Big Data Processing and Analytics Platform Architecture for Process Industry Factories.

Martin Sarnovsky, Peter Bednár, Miroslav Smatana

Big Data Cogn. Comput., 2018

2017

Measurement Center Processes Support in the Automotive Industry.

Martin Sarnovsky, Petra Cibulova

Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

2016

Social-Media Data Analysis Using Tessera Framework in the Hadoop Cluster Environment.

Martin Sarnovsky, Peter Butka, Jakub Paulina

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

2015

Distributed Algorithm for Text Documents Clustering Based on k-Means Approach.

Martin Sarnovsky, Noema Carnoka

Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 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

2013

Cloud-based clustering of text documents using the GHSOM algorithm on the GridGain platform.

Martin Sarnovsky, Z. Ulbrik

Proceedings of the IEEE 8th International Symposium on Applied Computational Intelligence and Informatics, 2013

2012

Multiple Data Tables Processing via One-Sided Concept Lattices.

Peter Butka, Jozef Pócs, Jana Pócsová, Martin Sarnovsky

Proceedings of the Multimedia and Internet Systems: Theory and Practice, 2012

2011

The Semantic Middleware for Networked Embedded Systems Applied in the Internet of Things and Services Domain.

Peter Kostelnik, Martin Sarnovsky, Karol Furdík

Scalable Comput. Pract. Exp., 2011

IT service management supported by semantic technologies.

Martin Sarnovsky, Karol Furdík

Proceedings of the 6th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2011

2009

Ontologies in HYDRA - Middleware for Ambient Intelligent Devices.

Peter Kostelnik, Martin Sarnovsky, Ján Hreno

Proceedings of the Ambient Intelligence Perspectives II, 2009

2006

Distributed Classification of Textual Documents on the Grid.

Ivan Janciak, Martin Sarnovsky, A Min Tjoa, Peter Brezany

Proceedings of the High Performance Computing and Communications, 2006