Petr Gajdos

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 33

Top Topics

Nearest Neighbor

Symbolic Regression

Differential Evolution

Activity Recognition

Top Venues

Publications

Vít Dolezí, Petr Gajdos, Marek Behálek, Michal Vasinek
Restriction Site Detection in Optical Mapping Data. INCoS (2022)
Markéta Vasinková, Michal Krumnikl, Zuzana Mikulková, Petr Gajdos, Eva Kriegová
Simple Approach for Dynamics Evaluation of Scratch Wound Healing Assay. INCoS (2022)
Jakub Savara, Tomás Novosád, Petr Gajdos, Eva Kriegová
Comparison of structural variants detected by optical mapping with long-read next-generation sequencing. Bioinform. 37 (20) (2021)
Rostislav Hrivnák, Petr Gajdos, Václav Snásel
Fast Hybrid Data Structure for a Large Alphabet K-Mers Indexing for Whole Genome Alignment. IEEE Access 9 (2021)
Michal Vasinek, Marek Behálek, Petr Gajdos, Regina Fillerova, Eva Kriegová
Determining optical mapping errors by simulations. Bioinform. 37 (20) (2021)
Vít Dolezí, Petr Gajdos
Analysis of Optical Mapping Data with Neural Network. INCoS (2021)
Rostislav Hrivnák, Petr Gajdos, Václav Snásel
Towards Faster Matching Algorithm Using Ternary Tree in the Area of Genome Mapping. INCoS (2020)
Vojtech Uher, Petr Gajdos, Václav Snásel
A Hybrid Point Indexing Structure Based on Orthogonal and Hexagonal Grids. ICCMS (2019)
Vojtech Uher, Petr Gajdos, Václav Snásel, Yu-Chi Lai, Michal Radecký
Hierarchical Hexagonal Clustering and Indexing. Symmetry 11 (6) (2019)
Petr Gajdos, Marek Behálek, Jan Janousek, Pavel Krömer
QDSOMA: Towards the Utilization of Quantum Computing within SOMA. CEC (2019)
Michal Krátký, Stanislav Misák, Petr Gajdos, Petr Lukas, Radim Baca, Peter Chovanec
A Novel Method for Detection of Covered Conductor Faults in Medium Voltage Overhead Line Systems. IEEE Trans. Ind. Electron. 65 (1) (2018)
Vojtech Uher, Petr Gajdos, Václav Snásel
Proposal of Effective Orthogonal and Hexagonal Hierarchical Structures for Disc Queries. CRC (2018)
Vojtech Uher, Petr Gajdos, Václav Snásel
Towards the Gosper Space Filling Curve Implementation. CYBCONF (2017)
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)
Vojtech Uher, Petr Gajdos, Michal Radecký, Václav Snásel
A Novel Approach of Applying the Differential Evolution to Spatial Discrete Data. ECAI (2016)
Vojtech Uher, Petr Gajdos, Václav Snásel
Searching of Circular Neighborhoods in the Square and Hexagonal Regular Grids. ECC (2016)
Pavel Krömer, Petr Gajdos
Evaluation of differential evolution with interaction network on a real-parameter optimization benchmark. CEC (2016)
Tomás Jezowicz, Petr Gajdos, Vojtech Uher, Stanislav Misák, Václav Snásel
Improving the Speed and Quality of Extreme Learning Machine by Conjugate Gradient Method. AECIA (2016)
Vojtech Uher, Petr Gajdos, Michal Radecký, Václav Snásel
A proposal of hierarchical vertex clustering based on the Gosper curve. SMC (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)
Vojtech Uher, Petr Gajdos, Václav Snásel
The Visualization of Large Graphs Accelerated by the Parallel Nearest Neighbors Algorithm. BigMM (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)
Vojtech Uher, Petr Gajdos, Michal Radecký, Václav Snásel
Utilization of the Discrete Differential Evolution for Optimization in Multidimensional Point Clouds. Comput. Intell. Neurosci. 2016 (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)
Vojtech Uher, Petr Gajdos, Tomás Jezowicz
Solving nearest neighbors problem on GPU to speed up the Fruchterman-Reingold graph layout algorithm. CYBCONF (2015)
Pavel Krömer, Petr Gajdos, Ivan Zelinka
Towards a Network Interpretation of Agent Interaction in Ant Colony Optimization. SSCI (2015)
Petr Gajdos, Pavel Krömer, Ivan Zelinka
Network Visualization of Population Dynamics in the Differential Evolution. SSCI (2015)
Vojtech Uher, Petr Gajdos, Tomás Jezowicz, Václav Snásel
Application of Hexagonal Coordinate Systems for Searching the K-NN in 2D Space. IBICA (2015)
Jan Janousek, Petr Gajdos, Michal Radecký, Václav Snásel
Gaussian Mixture Model Cluster Forest. ICMLA (2015)
Jan Janousek, Petr Gajdos, Michal Radecký, Václav Snásel
Application of Bio-inspired Methods Within Cluster Forest Algorithm. AECIA (2015)
Toma Jeowicz, Petr Gajdos, Vojtech Uher, Václav Snásel
Classification with Extreme Learning Machine on GPU. INCoS (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 Jezowicz, Petr Gajdos, Eliska Ochodkova, Václav Snásel
A New Iterative Approach for Finding Nearest Neighbors Using Space-Filling Curves for Fast Graphs Visualization. SOCO-CISIS-ICEUTE (2014)
Petr Gajdos, Ivan Zelinka
On the influence of different number generators on results of the symbolic regression. Soft Comput. 18 (4) (2014)
Petr Gajdos, Václav Snásel
A new FCA algorithm enabling analyzing of complex and dynamic data sets. Soft Comput. 18 (4) (2014)
Tomás Peterek, Lukás Zaorálek, Pavel Dohnálek, Petr Gajdos
Arrhythmias Classification Using Singular Value Decomposition and Support Vector Machine. ECC (2) (2014)
Jan Janousek, Petr Gajdos, Michal Radecký, Václav Snásel
Classification via Nearest Prototype Classifier Utilizing Artificial Bee Colony on CUDA. SOCO-CISIS-ICEUTE (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)
Václav Snásel, Petr Klement, Petr Gajdos, Ajith Abraham
Self Organising Maps on Compute Unified Device Architecture for the Performance Monitoring of Emergency Call-Taking Centre. Trans. Comput. Sci. 21 (2013)
Petr Gajdos, Michal Radecký, Miroslav Voznák
Searching for Dependences within the System of Measuring Stations by Using Symbolic Regression. NOSTRADAMUS (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)
Petr Gajdos, Pavel Moravec
Intruder Data Classification Using GM-SOM. CISIM (2012)
Michal Radecký, Petr Gajdos
Intelligent Agents Design and Traffic Simulations. SOCO (2012)
Pavel Dohnálek, Petr Gajdos, Tomas Peterek, Marek Penhaker
Pattern Recognition in EEG Cognitive Signals Accelerated by GPU. CISIS/ICEUTE/SOCO Special Sessions (2012)
Lukas Zaoralek, Petr Gajdos
CUDA code support in multiagent platform JADE. ISDA (2012)
Petr Gajdos, Jan Platos
Detecting Defects of Steel Slabs Using Symbolic Regression. SOCO (2012)
Pavel Bednár, Petr Gajdos, Michal Krátký, Peter Chovanec
Processing of Range Query Using SIMD and GPU. ADBIS Workshops (2012)
Petr Gajdos, Jan Platos, Petr Fiala
Tension prediction by using ANN and SOM in heavy facilities. NaBIC (2011)
Petr Gajdos, Jan Platos
GPU Based Parallelism for Self-Organizing Map. IHCI (2011)
Petr Gajdos, Pavel Moravec
Using Two-Step Modified Parallel SOM for Song Year Prediction. ICDIPC (1) (2011)
Jan Platos, Petr Gajdos, Pavel Krömer, Václav Snásel
Non-negative Matrix Factorization on GPU. NDT (1) (2010)
Petr Gajdos, Pavel Moravec
Two-step Modified SOM for Parallel Calculation. DATESO (2010)
Jan Platos, Petr Gajdos
Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU. CISIM (2010)
Petr Gajdos, Jan Platos, Pavel Moravec
Iris recognition on GPU with the usage of Non-Negative Matrix Factorization. ISDA (2010)
Michal Radecký, Petr Gajdos, Radoslav Fasuga
Agent Behavior Diagram for Intelligent Agents. NDT (2) (2010)
Petr Gajdos, Pavel Moravec, Václav Snásel
Preprocessing methods for SVD-based iris recognition. CISIM (2010)
Petr Gajdos, Michal Radecký
Web visualization support for disaster management. ICITST (2009)
Petr Gajdos, Michal Radecký
Searching Common Pattern in Agents Behaviors with Usage of FCA. ISDA (2009)
Michal Radecký, Petr Gajdos
Traffic simulation and intelligent agents. ICITST (2009)
Michal Radecký, Petr Gajdos
Reconfigurable Intelligent Agents. UKSim (2008)
Jan Martinovic, Petr Gajdos, Václav Snásel
Similarity in Information Retrieval. CISIM (2008)
Michal Radecký, Petr Gajdos
Intelligent agents for traffic simulation. SpringSim (2008)
Václav Snásel, Petr Gajdos, Hussam M. Dahwa Abdulla, Martin Polovincak
Using Matrix Decompositions in Formal Concept Analysis. ISIM (2007)
Marie Duzí, Daniela Duráková, Pavel Dergel, Petr Gajdos, Jaroslav Müller
Logic and Artificial Intelligence for Multi-Agent Systems. EJC (2006)
Michal Radecký, Petr Gajdos
Process and Logic Approaches in the Intelligent Agents Behavior. EJC (2006)
Jan Martinovic, Petr Gajdos
Vector model improvement by FCA and Topic Evolution. DATESO (2005)
Jiri Dvorský, Petr Gajdos, Eliska Ochodkova, Jan Martinovic, Václav Snásel
Social Network Problem in Enron Corpus. ADBIS Research Communications (2005)
Suhail S. J. Owais, Petr Gajdos, Václav Snásel
Usage of Genetic Algorithm for Lattice Drawing. CLA (2005)
Petr Gajdos, Daniela Duráková
Object order based on concept analysis and Moebius Inversion Function. EJC (2005)
Petr Gajdos, Pavel Moravec, Václav Snásel
Concept Lattice Generation by Singular Value Decomposition. CLA (2004)
Petr Gajdos, Václav Snásel
Concepts Valuation by Conjugate Moebius Inverse. DATESO (2004)