Pavel Dohnálek

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 4

Top Topics

Human Activity Recognition

Orthogonal Matching Pursuit

Top Venues

Swarm Evol. Comput.

Publications

Jan Janousek, Petr Gajdos, Pavel Dohnálek, Michal Radecký
Towards power plant output modelling and optimization using parallel Regression Random Forest. Swarm Evol. Comput. 26 (2016)
Petr Gajdos, Tomás Jezowicz, Vojtech Uher, Pavel Dohnálek
A parallel Fruchterman-Reingold algorithm optimized for fast visualization of large graphs and swarms of data. Swarm Evol. Comput. 26 (2016)
Jan Vanus, Radek Martinek, Petr Bilik, Jan Zidek, Pavel Dohnálek, Petr Gajdos
New method for accurate prediction of CO2 in the Smart Home. I2MTC (2016)
Jan Janousek, Petr Gajdos, Pavel Dohnálek, Michal Radecký
Fast Human Activity Recognition Based on a Massively Parallel Implementation of Random Forest. ACIIDS (2) (2016)
Tomas Peterek, Lukas Zaoralek, Pavel Dohnálek, Petr Gajdos
Recognition of pathological beats in ECG signals based on Singular Value Decomposition of wavelet coefficients and support vector machine. TSP (2015)
Petr Gajdos, Pavel Dohnálek, Roman Sebesta, Michal Radecký, Marek Dvorsky, Libor Michalek, Martin Tomis
A signal strength fluctuation prediction model based on symbolic regression. TSP (2015)
Tomás Peterek, Petr Gajdos, Pavel Dohnálek, Jana Krohová
Human Fetus Health Classification on Cardiotocographic Data Using Random Forests. ECC (2) (2014)
Lukas Zaoralek, Tomas Peterek, Pavel Dohnálek, Petr Gajdos
Comparison of Feature Reduction Methods in the Task of Arrhythmia Classification. IBICA (2014)
Tomás Peterek, Lukás Zaorálek, Pavel Dohnálek, Petr Gajdos
Arrhythmias Classification Using Singular Value Decomposition and Support Vector Machine. ECC (2) (2014)
Tomas Peterek, Marek Penhaker, Petr Gajdos, Pavel Dohnálek
Comparison of Classification Algorithms for Physical Activity Recognition. IBICA (2013)
Tomas Peterek, Jana Krohova, Pavel Dohnálek, Petr Gajdos
Classification of cardiotocography records by random forest. TSP (2013)
Petr Gajdos, Pavel Dohnálek, Pavel Bobrov
Common Tensor Discriminant Analysis for human brainwave recognition accelerated by massive parallelism. NaBIC (2013)
Petr Gajdos, Pavel Moravec, Pavel Dohnálek, Tomás Peterek
Mobile Sensor Data Classification Using GM-SOM. NOSTRADAMUS (2013)
Tomas Peterek, Pavel Dohnálek, Petr Gajdos, Maros Smondrk
Performance evaluation of Random Forest regression model in tracking Parkinson's disease progress. HIS (2013)
Pavel Dohnálek, Petr Gajdos, Tomás Peterek
Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition. NOSTRADAMUS (2013)
Pavel Dohnálek, Petr Gajdos, Tomas Peterek
Human activity recognition on raw sensor data via sparse approximation. TSP (2013)
Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Lukas Zaoralek
Orthogonal Matching Pursuit Based Classifier for Premature Ventricular Contraction Detection. SOCO-CISIS-ICEUTE (2013)
Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Marek Penhaker
Pattern Recognition in EEG Cognitive Signals Accelerated by GPU. CISIS/ICEUTE/SOCO Special Sessions (2012)