Piotr A. Kowalski
Orcid: 0000-0003-4041-6900Affiliations:
- Polish Academy of Sciences, Systems Research Institute, Poland
According to our database1,
Piotr A. Kowalski
authored at least 53 papers
between 2004 and 2023.
Collaborative distances:
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Bibliography
2023
Forensic Sci. Int. Digit. Investig., December, 2023
Feature selection for regression tasks base on explainable artificial intelligence procedures.
Proceedings of the International Joint Conference on Neural Networks, 2023
A New Particle Swarm Optimisation Based Memetic Procedure for Fuzzy J-K Flop Neural Networks Learning.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
Input reduction of convolutional neural networks with global sensitivity analysis as a data-centric approach.
Neurocomputing, 2022
Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms.
Appl. Soft Comput., 2022
Clustering with Nature-Inspired Algorithm Based on Territorial Behavior of Predatory Animals.
Algorithms, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
2021
J. Autom. Mob. Robotics Intell. Syst., 2021
Numerical analysis of factors, pace and intensity of the corona virus (COVID-19) epidemic in Poland.
Ecol. Informatics, 2021
A modified particle swarm optimization procedure for triggering fuzzy flip-flop neural networks.
Int. J. Appl. Math. Comput. Sci., 2021
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Preface to Special Issue on Recent Advances in Machine Learning and its Applications.
J. Autom. Mob. Robotics Intell. Syst., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Nature Inspired Clustering - Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm.
Proceedings of the Interactions Between Computational Intelligence and Mathematics Part 2, 2019
Preface to Special Issue on Contemporary Problems of Computer Science, Physics and Applied Mathematics.
J. Autom. Mob. Robotics Intell. Syst., 2019
Preface to Special Issue of the Journal of Automation, Mobile Robotics and Intelligent Systems on Recent Advances in Information Technology II.
J. Autom. Mob. Robotics Intell. Syst., 2019
Int. J. Appl. Math. Comput. Sci., 2019
Proceedings of the 6th International Conference on Control, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
J. Autom. Mob. Robotics Intell. Syst., 2018
Identification of atypical (rare) elements - a conditional, distribution-free approach.
IMA J. Math. Control. Inf., 2018
Determining significance of input neurons for probabilistic neural network by sensitivity analysis procedure.
Comput. Intell., 2018
An evaluation of utilizing geometric features for wheat grain classification using X-ray images.
Comput. Electron. Agric., 2018
2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
Determining the significance of features with the use of Sobol' method in probabilistic neural network classification tasks.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
2016
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Modification of the Probabilistic Neural Network with the Use of Sensitivity Analysis Procedure.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
The column-oriented database partitioning optimization based on the natural computing algorithms.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
Proceedings of the Modeling and Using Context, 2015
2014
Proceedings of the Intelligent Systems'2014, 2014
Proceedings of the Intelligent Systems'2014, 2014
Fully Informed Swarm Optimization Algorithms: Basic Concepts, Variants and Experimental Evaluation.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014
2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
2012
2010
Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis.
Proceedings of the Artificial Intelligence: Methodology, 2010
2008
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
2004
Proceedings of the Fourth International Workshop on Robot Motion and Control, 2004