Jan Kohout

25 papers B 3C 1Misc 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi Path Heterogeneous Neural Networks: Novel comprehensive classification method of facial nerve function.
Biomed. Signal Process. Control.
Alan Spark, Jan Kohout, Ludmila Verespejová, Martin Chovanec, Jan Mares
2024 J jnl
Comparison of Feature Selection and Supervised Methods for Classifying Gait Disorders.
IEEE Access
Mohsen Shayestegan, Jan Kohout, Ludmila Verespejová, Martin Chovanec, Jan Mares
2024 J jnl
Gait disorder classification based on effective feature selection and unsupervised methodology.
Comput. Biol. Medicine
Mohsen Shayestegan, Jan Kohout, Katerina Trnková, Martin Chovanec, Jan Mares
2023 B conf
Class Representatives Selection in Non-metric Spaces for Nearest Prototype Classification.
SISAP
Jaroslav Hlavác, Martin Kopp, Jan Kohout, Tomás Skopal
2023 J jnl
Motion Tracking in Diagnosis: Gait Disorders Classification with a Dual-Head Attentional Transformer-LSTM.
Int. J. Comput. Intell. Syst.
Mohsen Shayestegan, Jan Kohout, Katerina Trnková, Martin Chovanec, Jan Mares
2021 J jnl
A framework for comprehensible multi-modal detection of cyber threats.
CoRR
Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec
2021 J jnl
Advanced Statistical Analysis of 3D Kinect Data: Mimetic Muscle Rehabilitation Following Head and Neck Surgeries Causing Facial Paresis.
Sensors
Jan Kohout, Ludmila Verespejová, Pavel Kríz, Lenka Cervená, Karel Stícha, Jan Crha, Katerina Trnková, Martin Chovanec, Jan Mares
2021 J jnl
Cluster Representatives Selection in Non-Metric Spaces for Nearest Prototype Classification.
CoRR
Jaroslav Hlavác, Martin Kopp, Jan Kohout
2021 — conf
Learning Explainable Representations of Malware Behavior.
ECML/PKDD (4)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
2021 J jnl
Learning Explainable Representations of Malware Behavior.
CoRR
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
2021 — conf
Towards Reliable Network Entity Tracking Using Behavioural Bag of Words Representation.
ITAT
Jaroslav Hlavác, Martin Kopp, Michael Polák, Jan Kohout
2018 — conf
Community-based anomaly detection.
WIFS
Martin Kopp, Martin Grill, Jan Kohout
2018 J jnl
Learning communication patterns for malware discovery in HTTPs data.
Expert Syst. Appl.
Jan Kohout, Tomás Komárek, Premysl Cech, Jan Bodnár, Jakub Lokoc
2018 J jnl
Network Traffic Fingerprinting Based on Approximated Kernel Two-Sample Test.
IEEE Trans. Inf. Forensics Secur.
Jan Kohout, Tomás Pevný
2016 B conf
Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce.
SISAP
Premysl Cech, Jan Kohout, Jakub Lokoc, Tomás Komárek, Jakub Marousek, Tomás Pevný
2016 J jnl
Using Behavioral Similarity for Botnet Command-and-Control Discovery.
IEEE Intell. Syst.
Jan Jusko, Martin Rehák, Jan Stiborek, Jan Kohout, Tomás Pevný
2016 — conf
k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach.
PAISI
Jakub Lokoc, Jan Kohout, Premysl Cech, Tomás Skopal, Tomás Pevný
2015 — conf
Application of knowledge-based control on an antibiotics production fermentation process.
IWCIM
Jan Kohout, Jirí Cigler, Jan Siroky, Pavel Hrncirik, Jan Nahlik, Jan Mengler
2015 B conf
Automatic discovery of web servers hosting similar applications.
IM
Jan Kohout, Tomás Pevný
2015 Misc conf
Unsupervised detection of malware in persistent web traffic.
ICASSP
Jan Kohout, Tomás Pevný
2013 — conf
Two-Phase Genetic Algorithm for Social Network Graphs Clustering.
AINA Workshops
Jan Kohout, Roman Neruda
2012 C conf
Exploration and Exploitation Operators for Genetic Graph Clustering Algorithm.
ISMIS
Jan Kohout, Roman Neruda
2011 J jnl
An attractive game with the document: (im)possible?
Prague Bull. Math. Linguistics
Barbora Hladká, Jirí Mírovský, Jan Kohout
2005 — conf
Formalized Analysis Supporting Automated Scenarios for Environmental Risk Assessment.
EnviroInfo
Jirí Hrebícek, Jan Kohout
2005 — conf
Human and Ecological Risk Assessment, Expert Systems.
EnviroInfo
Ladislav Dusek, Ivan Holoubek, Jirí Jarkovský, Jana Koptikova, Jan Kohout, Roman Smid, Petr Pavlis, Jan Muzík, Jirí Hrebícek