Pattern Recognition in EEG Cognitive Signals Accelerated by GPU. - Pavel Dohnálek; Petr Gajdos; Tomas Peterek; Marek Penhaker (CISIS/ICEUTE/SOCO Special Sessions, 2012)

Performance evaluation of Random Forest regression model in tracking Parkinson's disease progress. - Tomas Peterek; Pavel Dohnálek; Petr Gajdos; Maros Smondrk (HIS, 2013)

Comparison of Classification Algorithms for Physical Activity Recognition. - Tomas Peterek; Marek Penhaker; Petr Gajdos; Pavel Dohnálek (IBICA, 2013)

Common Tensor Discriminant Analysis for human brainwave recognition accelerated by massive parallelism. - Petr Gajdos; Pavel Dohnálek; Pavel Bobrov (NaBIC, 2013)

Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition. - Pavel Dohnálek; Petr Gajdos; Tomás Peterek (NOSTRADAMUS, 2013)

Mobile Sensor Data Classification Using GM-SOM. - Petr Gajdos; Pavel Moravec 001; Pavel Dohnálek; Tomás Peterek (NOSTRADAMUS, 2013)

Orthogonal Matching Pursuit Based Classifier for Premature Ventricular Contraction Detection. - Pavel Dohnálek; Petr Gajdos; Tomas Peterek; Lukas Zaoralek (SOCO-CISIS-ICEUTE, 2013)

Human activity recognition on raw sensor data via sparse approximation. - Pavel Dohnálek; Petr Gajdos; Tomas Peterek (TSP, 2013)

Classification of cardiotocography records by random forest. - Tomas Peterek; Jana Krohova; Pavel Dohnálek; Petr Gajdos (TSP, 2013)

Human Fetus Health Classification on Cardiotocographic Data Using Random Forests. - Tomás Peterek; Petr Gajdos; Pavel Dohnálek; Jana Krohová (ECC (2), 2014)

Arrhythmias Classification Using Singular Value Decomposition and Support Vector Machine. - Tomás Peterek; Lukás Zaorálek; Pavel Dohnálek; Petr Gajdos (ECC (2), 2014)

Comparison of Feature Reduction Methods in the Task of Arrhythmia Classification. - Lukas Zaoralek; Tomas Peterek; Pavel Dohnálek; Petr Gajdos (IBICA, 2014)

A signal strength fluctuation prediction model based on symbolic regression. - Petr Gajdos; Pavel Dohnálek; Roman Sebesta; Michal Radecký; Marek Dvorsky; Libor Michalek; Martin Tomis (TSP, 2015)

Recognition of pathological beats in ECG signals based on Singular Value Decomposition of wavelet coefficients and support vector machine. - Tomas Peterek; Lukas Zaoralek; Pavel Dohnálek; Petr Gajdos (TSP, 2015)

Fast Human Activity Recognition Based on a Massively Parallel Implementation of Random Forest. - Jan Janousek; Petr Gajdos; Pavel Dohnálek; Michal Radecký (ACIIDS (2), 2016)

New method for accurate prediction of CO2 in the Smart Home. - Jan Vanus; Radek Martinek; Petr Bilik; Jan Zidek; Pavel Dohnálek; Petr Gajdos (I2MTC, 2016)

A parallel Fruchterman-Reingold algorithm optimized for fast visualization of large graphs and swarms of data. - Petr Gajdos; Tomás Jezowicz; Vojtech Uher; Pavel Dohnálek (Swarm Evol. Comput., 2016)

Towards power plant output modelling and optimization using parallel Regression Random Forest. - Jan Janousek; Petr Gajdos; Pavel Dohnálek; Michal Radecký (Swarm Evol. Comput., 2016)