Pavel Dohnálek

According to our database, Pavel Dohnálek authored at least 18 papers between 2012 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

New method for accurate prediction of CO2 in the Smart Home.

Jan Vanus, Radek Martinek, Petr Bilik, Jan Zidek, Pavel Dohnálek, Petr Gajdos

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Fast Human Activity Recognition Based on a Massively Parallel Implementation of Random Forest.

Jan Janousek, Petr Gajdos, Pavel Dohnálek, Michal Radecký

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

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

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

A signal strength fluctuation prediction model based on symbolic regression.

Petr Gajdos, Pavel Dohnálek, Roman Sebesta, Michal Radecký, Marek Dvorsky, Libor Michalek, Martin Tomis

Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

2014

Comparison of Feature Reduction Methods in the Task of Arrhythmia Classification.

Lukas Zaoralek, Tomas Peterek, Pavel Dohnálek, Petr Gajdos

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Arrhythmias Classification Using Singular Value Decomposition and Support Vector Machine.

Tomás Peterek, Lukás Zaorálek, Pavel Dohnálek, Petr Gajdos

Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014

Human Fetus Health Classification on Cardiotocographic Data Using Random Forests.

Tomás Peterek, Petr Gajdos, Pavel Dohnálek, Jana Krohová

Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014

2013

Classification of cardiotocography records by random forest.

Tomas Peterek, Jana Krohova, Pavel Dohnálek, Petr Gajdos

Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Human activity recognition on raw sensor data via sparse approximation.

Pavel Dohnálek, Petr Gajdos, Tomas Peterek

Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Orthogonal Matching Pursuit Based Classifier for Premature Ventricular Contraction Detection.

Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Lukas Zaoralek

Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Mobile Sensor Data Classification Using GM-SOM.

Petr Gajdos, Pavel Moravec, Pavel Dohnálek, Tomás Peterek

Proceedings of the Nostradamus 2013: Prediction, 2013

Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition.

Pavel Dohnálek, Petr Gajdos, Tomás Peterek

Proceedings of the Nostradamus 2013: Prediction, 2013

Common Tensor Discriminant Analysis for human brainwave recognition accelerated by massive parallelism.

Petr Gajdos, Pavel Dohnálek, Pavel Bobrov

Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

Comparison of Classification Algorithms for Physical Activity Recognition.

Tomas Peterek, Marek Penhaker, Petr Gajdos, Pavel Dohnálek

Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

Performance evaluation of Random Forest regression model in tracking Parkinson's disease progress.

Tomas Peterek, Pavel Dohnálek, Petr Gajdos, Maros Smondrk

Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

2012

Pattern Recognition in EEG Cognitive Signals Accelerated by GPU.

Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Marek Penhaker

Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012