Jan Kohout

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 16

Top Topics

Malware Detection

Feature Selection

Supervised Methods

Top Venues

IEEE Intell. Syst.

Publications

Mohsen Shayestegan, Jan Kohout, Ludmila Verespejová, Martin Chovanec, Jan Mares
Comparison of Feature Selection and Supervised Methods for Classifying Gait Disorders. IEEE Access 12 (2024)
Mohsen Shayestegan, Jan Kohout, Katerina Trnková, Martin Chovanec, Jan Mares
Gait disorder classification based on effective feature selection and unsupervised methodology. Comput. Biol. Medicine 170 (2024)
Mohsen Shayestegan, Jan Kohout, Katerina Trnková, Martin Chovanec, Jan Mares
Motion Tracking in Diagnosis: Gait Disorders Classification with a Dual-Head Attentional Transformer-LSTM. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Jaroslav Hlavác, Martin Kopp, Jan Kohout, Tomás Skopal
Class Representatives Selection in Non-metric Spaces for Nearest Prototype Classification. SISAP (2023)
Jaroslav Hlavác, Martin Kopp, Jan Kohout
Cluster Representatives Selection in Non-Metric Spaces for Nearest Prototype Classification. CoRR (2021)
Jan Kohout, Ludmila Verespejová, Pavel Kríz, Lenka Cervená, Karel Stícha, Jan Crha, Katerina Trnková, Martin Chovanec, Jan Mares
Advanced Statistical Analysis of 3D Kinect Data: Mimetic Muscle Rehabilitation Following Head and Neck Surgeries Causing Facial Paresis. Sensors 21 (1) (2021)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
Learning Explainable Representations of Malware Behavior. ECML/PKDD (4) (2021)
Jaroslav Hlavác, Martin Kopp, Michael Polák, Jan Kohout
Towards Reliable Network Entity Tracking Using Behavioural Bag of Words Representation. ITAT (2021)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
Learning Explainable Representations of Malware Behavior. CoRR (2021)
Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec
A framework for comprehensible multi-modal detection of cyber threats. CoRR (2021)
Martin Kopp, Martin Grill, Jan Kohout
Community-based anomaly detection. WIFS (2018)
Jan Kohout, Tomás Pevný
Network Traffic Fingerprinting Based on Approximated Kernel Two-Sample Test. IEEE Trans. Inf. Forensics Secur. 13 (3) (2018)
Jan Kohout, Tomás Komárek, Premysl Cech, Jan Bodnár, Jakub Lokoc
Learning communication patterns for malware discovery in HTTPs data. Expert Syst. Appl. 101 (2018)
Jan Jusko, Martin Rehák, Jan Stiborek, Jan Kohout, Tomás Pevný
Using Behavioral Similarity for Botnet Command-and-Control Discovery. IEEE Intell. Syst. 31 (5) (2016)
Premysl Cech, Jan Kohout, Jakub Lokoc, Tomás Komárek, Jakub Marousek, Tomás Pevný
Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce. SISAP (2016)
Jakub Lokoc, Jan Kohout, Premysl Cech, Tomás Skopal, Tomás Pevný
k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach. PAISI (2016)
Jan Kohout, Jirí Cigler, Jan Siroky, Pavel Hrncirik, Jan Nahlik, Jan Mengler
Application of knowledge-based control on an antibiotics production fermentation process. IWCIM (2015)
Jan Kohout, Tomás Pevný
Unsupervised detection of malware in persistent web traffic. ICASSP (2015)
Jan Kohout, Tomás Pevný
Automatic discovery of web servers hosting similar applications. IM (2015)
Jan Kohout, Roman Neruda
Two-Phase Genetic Algorithm for Social Network Graphs Clustering. AINA Workshops (2013)
Jan Kohout, Roman Neruda
Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm. ISMIS (2012)
Barbora Hladká, Jirí Mírovský, Jan Kohout
An attractive game with the document: (im)possible? Prague Bull. Math. Linguistics 96 (2011)
Jirí Hrebícek, Jan Kohout
Formalized Analysis Supporting Automated Scenarios for Environmental Risk Assessment. EnviroInfo (2005)
Ladislav Dusek, Ivan Holoubek, Jirí Jarkovský, Jana Koptikova, Jan Kohout, Roman Smid, Petr Pavlis, Jan Muzík, Jirí Hrebícek
Human and Ecological Risk Assessment, Expert Systems. EnviroInfo (2005)