Karel Horák

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 30

Top Topics

Anomaly Detection

Machine Learning

Partially Observable

Top Venues

Publications

Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen, Karel Horák
Toward phytoplankton parasite detection using autoencoders. Mach. Vis. Appl. 34 (6) (2023)
Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen, Karel Horák
Towards Phytoplankton Parasite Detection Using Autoencoders. CoRR (2023)
Karel Horák, Branislav Bosanský, Vojtech Kovarík, Christopher Kiekintveld
Solving zero-sum one-sided partially observable stochastic games. Artif. Intell. 316 (2023)
Jakub Nevlacil, Simon Bilik, Karel Horák
Raspberry Pi Bee Health Monitoring Device. CoRR (2023)
Simon Bilik, Ondrej Bostik, Lukas Kratochvila, Adam Ligocki, Matej Poncak, Tomás Zemcík, Milos Richter, Ilona Janakova, Petr Honec, Karel Horák
Machine Learning and Computer Vision Techniques in Bee Monitoring Applications. CoRR (2022)
Simon Bilik, Karel Horák
SIFT and SURF based feature extraction for the anomaly detection. CoRR (2022)
Simon Bilik, Karel Horák
Feature space reduction as data preprocessing for the anomaly detection. CoRR (2022)
Simon Bilik, Lukas Kratochvila, Adam Ligocki, Ondrej Bostik, Tomás Zemcík, Matous Hybl, Karel Horák, Ludek Zalud
Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques. Sensors 21 (8) (2021)
Ondrej Bostik, Karel Horák, Lukas Kratochvila, Tomás Zemcík, Simon Bilik
Semi-supervised deep learning approach to break common CAPTCHAs. Neural Comput. Appl. 33 (20) (2021)
Simon Bilik, Lukas Kratochvila, Adam Ligocki, Ondrej Bostik, Tomás Zemcík, Matous Hybl, Karel Horák, Ludek Zalud
Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques. CoRR (2021)
Petr Tomásek, Karel Horák, Aditya Aradhye, Branislav Bosanský, Krishnendu Chatterjee
Solving Partially Observable Stochastic Shortest-Path Games. IJCAI (2021)
Karel Horák, Branislav Bosanský, Vojtech Kovarík, Christopher Kiekintveld
Solving Zero-Sum One-Sided Partially Observable Stochastic Games. CoRR (2020)
Olga Petrova, Karel Durkota, Galina Alperovich, Karel Horák, Michal Najman, Branislav Bosanský, Viliam Lisý
Discovering Imperfectly Observable Adversarial Actions using Anomaly Detection. CoRR (2020)
Olga Petrova, Karel Durkota, Galina Alperovich, Karel Horák, Michal Najman, Branislav Bosanský, Viliam Lisý
Discovering Imperfectly Observable Adversarial Actions using Anomaly Detection. AAMAS (2020)
Karel Horák, Branislav Bosanský, Christopher Kiekintveld, Charles A. Kamhoua
Compact Representation of Value Function in Partially Observable Stochastic Games. IJCAI (2019)
Karel Horák, Branislav Bosanský, Petr Tomásek, Christopher Kiekintveld, Charles A. Kamhoua
Optimizing honeypot strategies against dynamic lateral movement using partially observable stochastic games. Comput. Secur. 87 (2019)
Karel Horák, Branislav Bosanský
Solving Partially Observable Stochastic Games with Public Observations. AAAI (2019)
Karel Horák, Branislav Bosanský, Christopher Kiekintveld, Charles A. Kamhoua
Compact Representation of Value Function in Partially Observable Stochastic Games. CoRR (2019)
Jirí Cermák, Branislav Bosanský, Karel Horák, Viliam Lisý, Michal Pechoucek
Approximating maxmin strategies in imperfect recall games using A-loss recall property. Int. J. Approx. Reason. 93 (2018)
Karel Horák, Branislav Bosanský, Krishnendu Chatterjee
Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs. IJCAI (2018)
Karel Horák, Jan Klecka, Ondrej Bostik, Daniel Davidek
Classification of SURF image features by selected machine learning algorithms. TSP (2017)
Karel Horák, Branislav Bosanský, Michal Pechoucek
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games. AAAI (2017)
Branislav Bosanský, Jiri Cermak, Karel Horák, Michal Pechoucek
Computing Maxmin Strategies in Extensive-form Zero-sum Games with Imperfect Recall. ICAART (2) (2017)
Karel Horák, Quanyan Zhu, Branislav Bosanský
Manipulating Adversary's Belief: A Dynamic Game Approach to Deception by Design for Proactive Network Security. GameSec (2017)
Karel Horák, Branislav Bosanský
Dynamic Programming for One-sided Partially Observable Pursuit-evasion Games. ICAART (2) (2017)
Karel Durkota, Viliam Lisý, Christopher Kiekintveld, Karel Horák, Branislav Bosanský, Tomás Pevný
Optimal Strategies for Detecting Data Exfiltration by Internal and External Attackers. GameSec (2017)
Karel Horák, Jan Klecka, Petr Novacek
License plate detection using point of interest detectors and descriptors. TSP (2016)
Karel Horák, Branislav Bosanský
Dynamic Programming for One-Sided Partially Observable Pursuit-Evasion Games. CoRR (2016)
Karel Horák, Branislav Bosanský
A Point-Based Approximate Algorithm for One-Sided Partially Observable Pursuit-Evasion Games. GameSec (2016)
Branislav Bosanský, Jiri Cermak, Karel Horák, Michal Pechoucek
Computing Maxmin Strategies in Extensive-Form Zero-Sum Games with Imperfect Recall. CoRR (2016)
Karel Horák, Jan Klecka, Miloslav Richter
Water quality assessment by image processing. TSP (2015)
Jan Klecka, Karel Horák
Fusion of 3D Model and Uncalibrated Stereo Reconstruction. MENDEL (2015)
Karel Horák
Classification of segregation level in steel wires by image processing. TSP (2015)
Karel Horák
Detection of symmetric features in images. TSP (2013)
Pavel Kucera, Ondrej Hyncica, Petr Honzík, Karel Pavlata, Karel Horák
On vehicle data acquisition system. ITSC (2011)
Karel Horák
Fatigue features based on eye tracking for driver inattention system. TSP (2011)
Karel Horák, Ilona Kalová
Applied methods for transparent materials inspection. CompIMAGE (2006)
Ilona Kalová, Karel Horák
Vehicles measuring and classification. CompIMAGE (2006)