Pavel Dohnálek

18 papers C 1Journal 2Unranked 15
YearRankTypeTitle / Venue / Authors
2016 J jnl
A parallel Fruchterman-Reingold algorithm optimized for fast visualization of large graphs and swarms of data.
Swarm Evol. Comput.
Petr Gajdos, Tomás Jezowicz, Vojtech Uher, Pavel Dohnálek
2016 — conf
Fast Human Activity Recognition Based on a Massively Parallel Implementation of Random Forest.
ACIIDS (2)
Jan Janousek, Petr Gajdos, Pavel Dohnálek, Michal Radecký
2016 — conf
New method for accurate prediction of CO2 in the Smart Home.
I2MTC
Jan Vanus, Radek Martinek, Petr Bilik, Jan Zidek, Pavel Dohnálek, Petr Gajdos
2016 J jnl
Towards power plant output modelling and optimization using parallel Regression Random Forest.
Swarm Evol. Comput.
Jan Janousek, Petr Gajdos, Pavel Dohnálek, Michal Radecký
2015 — conf
A signal strength fluctuation prediction model based on symbolic regression.
TSP
Petr Gajdos, Pavel Dohnálek, Roman Sebesta, Michal Radecký, Marek Dvorsky, Libor Michalek, Martin Tomis
2015 — conf
Recognition of pathological beats in ECG signals based on Singular Value Decomposition of wavelet coefficients and support vector machine.
TSP
Tomas Peterek, Lukas Zaoralek, Pavel Dohnálek, Petr Gajdos
2014 — conf
Arrhythmias Classification Using Singular Value Decomposition and Support Vector Machine.
ECC (2)
Tomás Peterek, Lukás Zaorálek, Pavel Dohnálek, Petr Gajdos
2014 — conf
Comparison of Feature Reduction Methods in the Task of Arrhythmia Classification.
IBICA
Lukas Zaoralek, Tomas Peterek, Pavel Dohnálek, Petr Gajdos
2014 — conf
Human Fetus Health Classification on Cardiotocographic Data Using Random Forests.
ECC (2)
Tomás Peterek, Petr Gajdos, Pavel Dohnálek, Jana Krohová
2013 — conf
Classification of cardiotocography records by random forest.
TSP
Tomas Peterek, Jana Krohova, Pavel Dohnálek, Petr Gajdos
2013 — conf
Common Tensor Discriminant Analysis for human brainwave recognition accelerated by massive parallelism.
NaBIC
Petr Gajdos, Pavel Dohnálek, Pavel Bobrov
2013 — conf
Comparison of Classification Algorithms for Physical Activity Recognition.
IBICA
Tomas Peterek, Marek Penhaker, Petr Gajdos, Pavel Dohnálek
2013 — conf
Human activity recognition on raw sensor data via sparse approximation.
TSP
Pavel Dohnálek, Petr Gajdos, Tomas Peterek
2013 — conf
Mobile Sensor Data Classification Using GM-SOM.
NOSTRADAMUS
Petr Gajdos, Pavel Moravec, Pavel Dohnálek, Tomás Peterek
2013 — conf
Orthogonal Matching Pursuit Based Classifier for Premature Ventricular Contraction Detection.
SOCO-CISIS-ICEUTE
Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Lukas Zaoralek
2013 C conf
Performance evaluation of Random Forest regression model in tracking Parkinson's disease progress.
HIS
Tomas Peterek, Pavel Dohnálek, Petr Gajdos, Maros Smondrk
2013 — conf
Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition.
NOSTRADAMUS
Pavel Dohnálek, Petr Gajdos, Tomás Peterek
2012 — conf
Pattern Recognition in EEG Cognitive Signals Accelerated by GPU.
CISIS/ICEUTE/SOCO Special Sessions
Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Marek Penhaker