2022
Simple Approach for Dynamics Evaluation of Scratch Wound Healing Assay.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2022
Restriction Site Detection in Optical Mapping Data.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2022
2021
Determining optical mapping errors by simulations.
Bioinform., 2021
Comparison of structural variants detected by optical mapping with long-read next-generation sequencing.
Bioinform., 2021
Fast Hybrid Data Structure for a Large Alphabet K-Mers Indexing for Whole Genome Alignment.
IEEE Access, 2021
Analysis of Optical Mapping Data with Neural Network.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2021
2020
Towards Faster Matching Algorithm Using Ternary Tree in the Area of Genome Mapping.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems - The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020), Victoria, BC, Canada, 31 August, 2020
2019
Hierarchical Hexagonal Clustering and Indexing.
Symmetry, 2019
A Hybrid Point Indexing Structure Based on Orthogonal and Hexagonal Grids.
Proceedings of the 11th International Conference on Computer Modeling and Simulation, 2019
QDSOMA: Towards the Utilization of Quantum Computing within SOMA.
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.
IEEE Trans. Ind. Electron., 2018
Proposal of Effective Orthogonal and Hexagonal Hierarchical Structures for Disc Queries.
Proceedings of the 3rd International Conference on Control, Robotics and Cybernetics, 2018
2017
Towards the Gosper Space Filling Curve Implementation.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017
2016
Towards power plant output modelling and optimization using parallel Regression Random Forest.
Swarm Evol. Comput., 2016
A parallel Fruchterman-Reingold algorithm optimized for fast visualization of large graphs and swarms of data.
Swarm Evol. Comput., 2016
Utilization of the Discrete Differential Evolution for Optimization in Multidimensional Point Clouds.
Comput. Intell. Neurosci., 2016
A proposal of hierarchical vertex clustering based on the Gosper curve.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
New method for accurate prediction of CO2 in the Smart Home.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016
Searching of Circular Neighborhoods in the Square and Hexagonal Regular Grids.
Proceedings of the Intelligent Data Analysis and Applications, 2016
A Novel Approach of Applying the Differential Evolution to Spatial Discrete Data.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
The Visualization of Large Graphs Accelerated by the Parallel Nearest Neighbors Algorithm.
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.
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.
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.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015
A signal strength fluctuation prediction model based on symbolic regression.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015
Towards a Network Interpretation of Agent Interaction in Ant Colony Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Network Visualization of Population Dynamics in the Differential Evolution.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Classification with Extreme Learning Machine on GPU.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015
Gaussian Mixture Model Cluster Forest.
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.
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.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Application of Bio-inspired Methods Within Cluster Forest Algorithm.
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.
Soft Comput., 2014
A new FCA algorithm enabling analyzing of complex and dynamic data sets.
Soft Comput., 2014
A New Iterative Approach for Finding Nearest Neighbors Using Space-Filling Curves for Fast Graphs Visualization.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
Classification via Nearest Prototype Classifier Utilizing Artificial Bee Colony on CUDA.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
Comparison of Feature Reduction Methods in the Task of Arrhythmia Classification.
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.
Proceedings of the Intelligent Data analysis and its Applications, Volume II, 2014
Human Fetus Health Classification on Cardiotocographic Data Using Random Forests.
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.
Trans. Comput. Sci., 2013
Classification of cardiotocography records by random forest.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013
Human activity recognition on raw sensor data via sparse approximation.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013
Orthogonal Matching Pursuit Based Classifier for Premature Ventricular Contraction Detection.
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.
Proceedings of the Nostradamus 2013: Prediction, 2013
Mobile Sensor Data Classification Using GM-SOM.
Proceedings of the Nostradamus 2013: Prediction, 2013
Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition.
Proceedings of the Nostradamus 2013: Prediction, 2013
Common Tensor Discriminant Analysis for human brainwave recognition accelerated by massive parallelism.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013
Comparison of Classification Algorithms for Physical Activity Recognition.
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013
Performance evaluation of Random Forest regression model in tracking Parkinson's disease progress.
Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013
2012
Intelligent Agents Design and Traffic Simulations.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Detecting Defects of Steel Slabs Using Symbolic Regression.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Pattern Recognition in EEG Cognitive Signals Accelerated by GPU.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012
CUDA code support in multiagent platform JADE.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012
Intruder Data Classification Using GM-SOM.
Proceedings of the Computer Information Systems and Industrial Management, 2012
Processing of Range Query Using SIMD and GPU.
Proceedings of the New Trends in Databases and Information Systems, 2012
2011
Tension prediction by using ANN and SOM in heavy facilities.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011
GPU Based Parallelism for Self-Organizing Map.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011
Using Two-Step Modified Parallel SOM for Song Year Prediction.
Proceedings of the Digital Information Processing and Communications, 2011
2010
Agent Behavior Diagram for Intelligent Agents.
Proceedings of the Networked Digital Technologies - Second International Conference, 2010
Non-negative Matrix Factorization on GPU.
Proceedings of the Networked Digital Technologies - Second International Conference, 2010
Iris recognition on GPU with the usage of Non-Negative Matrix Factorization.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Two-step Modified SOM for Parallel Calculation.
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.
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010
Preprocessing methods for SVD-based iris recognition.
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.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Traffic simulation and intelligent agents.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009
Web visualization support for disaster management.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009
2008
Reconfigurable Intelligent Agents.
Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008
Intelligent agents for traffic simulation.
Proceedings of the 2008 Spring Simulation Multiconference, 2008
Similarity in Information Retrieval.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008
2007
Using Matrix Decompositions in Formal Concept Analysis.
Proceedings of the 10th International Conference on Information System Implementation and Modeling, 2007
2006
Process and Logic Approaches in the Intelligent Agents Behavior.
Proceedings of the Information Modelling and Knowledge Bases XVIII, 16th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2006), Trojanovice, Czech Republic, May 29th, 2006
Logic and Artificial Intelligence for Multi-Agent Systems.
Proceedings of the Information Modelling and Knowledge Bases XVIII, 16th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2006), Trojanovice, Czech Republic, May 29th, 2006
2005
Object order based on concept analysis and Moebius Inversion Function.
Proceedings of the Information Modelling and Knowledge Bases XVII, 2005
Vector model improvement by FCA and Topic Evolution.
Proceedings of the Dateso 2005 Annual International Workshop on DAtabases, 2005
Usage of Genetic Algorithm for Lattice Drawing.
Proceedings of the CLA 2005 International Workshop on Concept Lattices and their Applications Olomouc, 2005
Social Network Problem in Enron Corpus.
Proceedings of the ADBIS 2005, 2005
2004
Concepts Valuation by Conjugate Moebius Inverse.
Proceedings of the Dateso 2004 Annual International Workshop on DAtabases, 2004
Concept Lattice Generation by Singular Value Decomposition.
Proceedings of the CLA 2004 International Workshop on Concept Lattices and their Applications, 2004