Jan Kohout

According to our database, Jan Kohout authored at least 23 papers between 2005 and 2024.

Collaborative distances:

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

2024

Gait disorder classification based on effective feature selection and unsupervised methodology.

Mohsen Shayestegan, Jan Kohout, Katerina Trnková, Martin Chovanec, Jan Mares

Comput. Biol. Medicine, March, 2024

Comparison of Feature Selection and Supervised Methods for Classifying Gait Disorders.

Mohsen Shayestegan, Jan Kohout, Ludmila Verespejová, Martin Chovanec, Jan Mares

IEEE Access, 2024

2023

Motion Tracking in Diagnosis: Gait Disorders Classification with a Dual-Head Attentional Transformer-LSTM.

Mohsen Shayestegan, Jan Kohout, Katerina Trnková, Martin Chovanec, Jan Mares

Int. J. Comput. Intell. Syst., 2023

Class Representatives Selection in Non-metric Spaces for Nearest Prototype Classification.

Jaroslav Hlavác, Martin Kopp, Jan Kohout, Tomás Skopal

Proceedings of the Similarity Search and Applications - 16th International Conference, 2023

2021

Advanced Statistical Analysis of 3D Kinect Data: Mimetic Muscle Rehabilitation Following Head and Neck Surgeries Causing Facial Paresis.

Jan Kohout, Ludmila Verespejová, Pavel Kríz, Lenka Cervená, Karel Stícha, Jan Crha, Katerina Trnková, Martin Chovanec, Jan Mares

Sensors, 2021

A framework for comprehensible multi-modal detection of cyber threats.

Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec

CoRR, 2021

Cluster Representatives Selection in Non-Metric Spaces for Nearest Prototype Classification.

Jaroslav Hlavác, Martin Kopp, Jan Kohout

CoRR, 2021

Learning Explainable Representations of Malware Behavior.

Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Towards Reliable Network Entity Tracking Using Behavioural Bag of Words Representation.

Jaroslav Hlavác, Martin Kopp, Michael Polák, Jan Kohout

Proceedings of the 21st Conference Information Technologies, 2021

2018

Network Traffic Fingerprinting Based on Approximated Kernel Two-Sample Test.

Jan Kohout, Tomás Pevný

IEEE Trans. Inf. Forensics Secur., 2018

Learning communication patterns for malware discovery in HTTPs data.

Jan Kohout, Tomás Komárek, Premysl Cech, Jan Bodnár, Jakub Lokoc

Expert Syst. Appl., 2018

Community-based anomaly detection.

Martin Kopp, Martin Grill, Jan Kohout

Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

2016

Using Behavioral Similarity for Botnet Command-and-Control Discovery.

Jan Jusko, Martin Rehák, Jan Stiborek, Jan Kohout, Tomás Pevný

IEEE Intell. Syst., 2016

Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce.

Premysl Cech, Jan Kohout, Jakub Lokoc, Tomás Komárek, Jakub Marousek, Tomás Pevný

Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach.

Jakub Lokoc, Jan Kohout, Premysl Cech, Tomás Skopal, Tomás Pevný

Proceedings of the Intelligence and Security Informatics - 11th Pacific Asia Workshop, 2016

2015

Application of knowledge-based control on an antibiotics production fermentation process.

Jan Kohout, Jirí Cigler, Jan Siroky, Pavel Hrncirik, Jan Nahlik, Jan Mengler

Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

Automatic discovery of web servers hosting similar applications.

Jan Kohout, Tomás Pevný

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Unsupervised detection of malware in persistent web traffic.

Jan Kohout, Tomás Pevný

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2013

Two-Phase Genetic Algorithm for Social Network Graphs Clustering.

Jan Kohout, Roman Neruda

Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012

Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm.

Jan Kohout, Roman Neruda

Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

2011

An attractive game with the document: (im)possible?

Barbora Hladká, Jirí Mírovský, Jan Kohout

Prague Bull. Math. Linguistics, 2011

2005

Formalized Analysis Supporting Automated Scenarios for Environmental Risk Assessment.

Jirí Hrebícek, Jan Kohout

Proceedings of the Networking Environmental Information: Proceedings of the 19th International Conference for Environmental Protection, 2005

Human and Ecological Risk Assessment, Expert Systems.

Ladislav Dusek, Ivan Holoubek, Jirí Jarkovský, Jana Koptikova, Jan Kohout, Roman Smid, Petr Pavlis, Jan Muzík, Jirí Hrebícek

Proceedings of the Networking Environmental Information: Proceedings of the 19th International Conference for Environmental Protection, 2005