Petr Gajdos

Proceedings of the 11th International Conference on Computer Modeling and Simulation, 2019

QDSOMA: Towards the Utilization of Quantum Computing within SOMA.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A Novel Method for Detection of Covered Conductor Faults in Medium Voltage Overhead Line Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2018

Proposal of Effective Orthogonal and Hexagonal Hierarchical Structures for Disc Queries.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Control, Robotics and Cybernetics, 2018

2017

Towards the Gosper Space Filling Curve Implementation.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016

Towards power plant output modelling and optimization using parallel Regression Random Forest.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2016

A parallel Fruchterman-Reingold algorithm optimized for fast visualization of large graphs and swarms of data.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2016

Utilization of the Discrete Differential Evolution for Optimization in Multidimensional Point Clouds.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

A proposal of hierarchical vertex clustering based on the Gosper curve.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

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

[BibT_eX]

[DOI]

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

Searching of Circular Neighborhoods in the Square and Hexagonal Regular Grids.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Analysis and Applications, 2016

A Novel Approach of Applying the Differential Evolution to Spatial Discrete Data.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Evaluation of differential evolution with interaction network on a real-parameter optimization benchmark.

[BibT_eX]

[DOI]

Pavel Krömer

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

The Visualization of Large Graphs Accelerated by the Parallel Nearest Neighbors Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

Improving the Speed and Quality of Extreme Learning Machine by Conjugate Gradient Method.

[BibT_eX]

[DOI]

Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

A signal strength fluctuation prediction model based on symbolic regression.

[BibT_eX]

[DOI]

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

Towards a Network Interpretation of Agent Interaction in Ant Colony Optimization.

[BibT_eX]

[DOI]

Pavel Krömer

Ivan Zelinka

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Network Visualization of Population Dynamics in the Differential Evolution.

[BibT_eX]

[DOI]

Pavel Krömer

Ivan Zelinka

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Classification with Extreme Learning Machine on GPU.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

Gaussian Mixture Model Cluster Forest.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Application of Hexagonal Coordinate Systems for Searching the K-NN in 2D Space.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2015

Solving nearest neighbors problem on GPU to speed up the Fruchterman-Reingold graph layout algorithm.

[BibT_eX]

[DOI]

Tomás Jezowicz

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Application of Bio-inspired Methods Within Cluster Forest Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

2014

On the influence of different number generators on results of the symbolic regression.

[BibT_eX]

[DOI]

Ivan Zelinka

Soft Comput., 2014

A new FCA algorithm enabling analyzing of complex and dynamic data sets.

[BibT_eX]

[DOI]

Soft Comput., 2014

A New Iterative Approach for Finding Nearest Neighbors Using Space-Filling Curves for Fast Graphs Visualization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

Classification via Nearest Prototype Classifier Utilizing Artificial Bee Colony on CUDA.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Human Fetus Health Classification on Cardiotocographic Data Using Random Forests.

[BibT_eX]

[DOI]

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

2013

Self Organising Maps on Compute Unified Device Architecture for the Performance Monitoring of Emergency Call-Taking Centre.

[BibT_eX]

[DOI]

Trans. Comput. Sci., 2013

Classification of cardiotocography records by random forest.

[BibT_eX]

[DOI]

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

Human activity recognition on raw sensor data via sparse approximation.

[BibT_eX]

[DOI]

Pavel Dohnálek

Tomas Peterek

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

Orthogonal Matching Pursuit Based Classifier for Premature Ventricular Contraction Detection.

[BibT_eX]

[DOI]

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

Searching for Dependences within the System of Measuring Stations by Using Symbolic Regression.

[BibT_eX]

[DOI]

Miroslav Voznák

Proceedings of the Nostradamus 2013: Prediction, 2013

Mobile Sensor Data Classification Using GM-SOM.

[BibT_eX]

[DOI]

Proceedings of the Nostradamus 2013: Prediction, 2013

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

[BibT_eX]

[DOI]

Pavel Dohnálek

Tomás Peterek

Proceedings of the Nostradamus 2013: Prediction, 2013

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2012

Intelligent Agents Design and Traffic Simulations.

[BibT_eX]

[DOI]

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Detecting Defects of Steel Slabs Using Symbolic Regression.

[BibT_eX]

[DOI]

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Pattern Recognition in EEG Cognitive Signals Accelerated by GPU.

[BibT_eX]

[DOI]

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

CUDA code support in multiagent platform JADE.

[BibT_eX]

[DOI]

Lukas Zaoralek

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Intruder Data Classification Using GM-SOM.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2012

Processing of Range Query Using SIMD and GPU.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2012

2011

Tension prediction by using ANN and SOM in heavy facilities.

[BibT_eX]

[DOI]

Petr Fiala

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

GPU Based Parallelism for Self-Organizing Map.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011

Using Two-Step Modified Parallel SOM for Song Year Prediction.

[BibT_eX]

[DOI]

Proceedings of the Digital Information Processing and Communications, 2011

2010

Agent Behavior Diagram for Intelligent Agents.

[BibT_eX]

[DOI]

Radoslav Fasuga

Proceedings of the Networked Digital Technologies - Second International Conference, 2010

Non-negative Matrix Factorization on GPU.

[BibT_eX]

[DOI]

Proceedings of the Networked Digital Technologies - Second International Conference, 2010

Iris recognition on GPU with the usage of Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Two-step Modified SOM for Parallel Calculation.

[BibT_eX]

[DOI]

Proceedings of the Dateso 2010 Annual International Workshop on DAtabases, 2010

Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

Preprocessing methods for SVD-based iris recognition.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

2009

Searching Common Pattern in Agents Behaviors with Usage of FCA.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Traffic simulation and intelligent agents.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009

Web visualization support for disaster management.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009

2008

Reconfigurable Intelligent Agents.

[BibT_eX]

[DOI]

Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

Intelligent agents for traffic simulation.

[BibT_eX]

[DOI]

Proceedings of the 2008 Spring Simulation Multiconference, 2008

Similarity in Information Retrieval.

[BibT_eX]

[DOI]

Jan Martinovic

Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

2007

Using Matrix Decompositions in Formal Concept Analysis.

[BibT_eX]

[DOI]

Hussam M. Dahwa Abdulla

Martin Polovincak

Proceedings of the 10th International Conference on Information System Implementation and Modeling, 2007

2006

Process and Logic Approaches in the Intelligent Agents Behavior.

[BibT_eX]

[DOI]