Malgorzata Przybyla-Kasperek
Orcid: 0000-0003-0616-9694
According to our database1,
Malgorzata Przybyla-Kasperek
authored at least 53 papers
between 2010 and 2023.
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Bibliography
2023
Practically motivated adaptive fusion method with tie analysis for multilabel dispersed data.
Expert Syst. Appl., June, 2023
Study on the Use of Artificially Generated Objects in the Process of Training MLP Neural Networks Based on Dispersed Data.
Entropy, 2023
Proceedings of the Rough Sets - International Joint Conference, 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Rules' Quality Generated by the Classification Method for Independent Data Sources Using Pawlak Conflict Analysis Model.
Proceedings of the Computational Science - ICCS 2023, 2023
Radial Basis Function Neural Network with a Centers Training Stage for Prediction Based on Dispersed Image Data.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
New Classification Method for Independent Data Sources Using Pawlak Conflict Model and Decision Trees.
Entropy, 2022
Study of selected methods for balancing independent data sets in k-nearest neighbors classifiers with Pawlak conflict analysis.
Appl. Soft Comput., 2022
Comparison of Shapley-Shubik and Banzhaf-Coleman power indices applied to aggregation of predictions obtained based on dispersed data by k-nearest neighbors classifiers.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Radial basis function network for aggregating predictions of k-nearest neighbors local models generated based on independent data sets.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Comparative Study of Twoing and Entropy Criterion for Decision Tree Classification of Dispersed Data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Influence of Noise and Data Characteristics on Classification Quality of Dispersed Data Using Neural Networks on the Fusion of Predictions.
Proceedings of the Information Systems Development: Artificial Intelligence for Information Systems Development and Operations (ISD2022 Proceedings), Cluj-Napoca, Romania, 31 August, 2022
Study on the Twoing Criterion with Pre-pruning and Bagging Method for Dispersed Data.
Proceedings of the Information Systems Development: Artificial Intelligence for Information Systems Development and Operations (ISD2022 Proceedings), Cluj-Napoca, Romania, 31 August, 2022
2021
J. Parallel Distributed Comput., 2021
Neural Network Used for the Fusion of Predictions Obtained by the K-Nearest Neighbors Algorithm Based on Independent Data Sources.
Entropy, 2021
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Ensemble of Classifiers Based on Genetic Reducts and K-Nearest Neighbors Classifier for Data with Non Missing Values.
Proceedings of the Information Systems Development: Crossing Boundaries between Development and Operations (DevOps) in Information Systems (ISD2021 Proceedings), 2021
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020
2019
Int. J. Inf. Technol. Decis. Mak., 2019
Comparison of two Methods for Generating the Coalitions of Classifiers and two Methods for Reducing Dimensionality in a Dispersed Decision-Making System.
Adv. Complex Syst., 2019
2018
Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018
Application of the Pairwise Comparison Matrices into a Dispersed Decision-Making System With Pawlak's Conflict Model.
Proceedings of the Rough Sets - International Joint Conference, 2018
Comparison of Dispersed Decision Systems with Pawlak Model and with Negotiation Stage in Terms of Five Selected Fusion Methods.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018
Comparison of Selected Fusion Methods from the Abstract and Rank Levels in a System Using Pawlak's Approach to Coalition Formation.
Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018
2017
Dispersed decision-making system with fusion methods from the rank level and the measurement level - A comparative study.
Inf. Syst., 2017
Comparison of fusion methods from the abstract level and the rank level in a dispersed decision-making system.
Int. J. Gen. Syst., 2017
Proceedings of the Rough Sets - International Joint Conference, 2017
Dispersed System with Dynamically Generated Non-disjoint Clusters - Application of Attribute Selection.
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
Feature selection based on the rough set theory and dispersed system with dynamically generated disjoint clusters.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017
Decision Fusion Methods in a Dispersed Decision System - A Comparison on Medical Data.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017
Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017
2016
Selected Methods of Combining Classifiers, when Predictions are Stored in Probability Vectors, in a Dispersed Decision-making System.
Fundam. Informaticae, 2016
Eur. J. Oper. Res., 2016
Global decision-making in multi-agent decision-making system with dynamically generated disjoint clusters.
Appl. Soft Comput., 2016
Intersection Method, Union Method, Product Rule and Weighted Average Method in a Dispersed Decision-Making System - a Comparative Study on Medical Data.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Dispersed decision-making system with selected fusion methods from the measurement level - case study with medical data.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System.
Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016
2015
The Borda Count, the Intersection and the Highest Rank Method in a Dispersed Decision-Making System.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Application of the Shapley-Shubik Power Index in the Process of Decision Making on the Basis of Dispersed Medical Data.
Proceedings of the Beyond Databases, Architectures and Structures, 2015
2014
A dispersed decision-making system - The use of negotiations during the dynamic generation of a system's structure.
Inf. Sci., 2014
Methods of Calculating the Strength of Coalition in a Dispersed Decision Support System with the Stage of Negotiations - a Study of Medical Data.
Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29, 2014
Global Decisions Taking Process, Including the Stage of Negotiation, on the Basis of Dispersed Medical Data.
Proceedings of the Beyond Databases, Architectures, and Structures, 2014
2013
Application of Reduction of the Set of Conditional Attributes in the Process of Global Decision-making.
Fundam. Informaticae, 2013
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
2011
Application of the Method of Editing and Condensing in the Process of Global Decision-making.
Fundam. Informaticae, 2011
2010