Malgorzata Przybyla-Kasperek

78 papers B 11C 3Journal 27Unranked 35

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bi-coalitions analysis in the rough sets conflict model. Inf. Sci. Rafal Deja, Malgorzata Przybyla-Kasperek
2026	J	`jnl`	Entropy Method for Decision Making with Uncertainty. Entropy Malgorzata Przybyla-Kasperek
2025	B	`conf`	A Comparative Study of Ensemble Methods and Feature Selection Techniques for Predicting English Premier League Match Outcome. KES Malgorzata Przybyla-Kasperek, Mateusz Wesecki
2025	J	`jnl`	Artificial Intelligence Literacy Structure and the Factors Influencing Student Attitudes and Readiness in Central Europe Universities. IEEE Access Ján Skalka, Malgorzata Przybyla-Kasperek, Eugenia Smyrnova-Trybulska, Cyril Klimes, Radim Farana, Valentina Dagiene, Vladimiras Dolgopolovas
2025	B	`conf`	Classifying Light States in the Phasmophobia Game. The Impact of Image Resolution and Preprocessing on Multi-layer Perceptron Performance. KES Malgorzata Przybyla-Kasperek, Tomasz Markuszewski, Rafal Deja
2025	—	`conf`	Coalition-Based Rule Induction and Decision Template Matching for Distributed Tabular Data. ISD Katarzyna Kusztal, Malgorzata Przybyla-Kasperek
2025	—	`conf`	Decentralized Neural Network Modeling from Heterogeneous Data Sources: A Feature Mapping Approach. ISD Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek
2025	J	`jnl`	Distributed Data Classification with Coalition-Based Decision Trees and Decision Template Fusion. Entropy Katarzyna Kusztal, Malgorzata Przybyla-Kasperek
2025	J	`jnl`	Efficient Solar Irradiance Prediction Using a Grid-Based Classifier Ensemble - A Polish Case Study. IEEE Access Kacper Ksiazek, Malgorzata Przybyla-Kasperek
2025	—	`conf`	Integrating Conflict Analysis and Rule-Based Systems for Dispersed Data Classification. ICCS (Workshops 4) Malgorzata Przybyla-Kasperek, Katarzyna Kusztal
2025	—	`conf`	Issues Importance Analysis for Reaching High-Quality Consensus in Preference-Based Conflict Scenarios. ICCS (Workshops 4) Malgorzata Przybyla-Kasperek, Rafal Deja
2025	—	`conf`	Novel Hierarchical Decision Tree Frameworks Introducing Tree Method Bagging-Stump Integration and Height Optimization. ICCS (Workshops 5) Malgorzata Przybyla-Kasperek, Benjamin Agyare Addo
2025	J	`jnl`	Objects Diversity and its Impact on Classification Quality in Dispersed Data Environments. Vietnam. J. Comput. Sci. Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek
2025	—	`conf`	Unified and Diverse Coalition Formation in Dispersed Data Classification - A Conflict Analysis Approach with Weighted Decision Trees. ICCS (Workshops 6) Malgorzata Przybyla-Kasperek, Jakub Sacewicz
2024	B	`conf`	Dispersed Data Classification Model with Conflict Analysis and Parameterized Allied Relations. KES Malgorzata Przybyla-Kasperek, Katarzyna Kusztal, Benjamin Agyare Addo
2024	—	`conf`	Dual-Level Decision Tree-Based Model for Dispersed Data Classification. ISD Malgorzata Przybyla-Kasperek, Benjamin Agyare Addo, Katarzyna Kusztal
2024	B	`conf`	Ensembles of random trees with coalitions - a classification model for dispersed data. KES Malgorzata Przybyla-Kasperek, Jakub Sacewicz
2024	—	`conf`	Exploring the Impact of Object Diversity on Classification Quality in Dispersed Data Environments. ACIIDS (2) Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek
2024	—	`conf`	Fragmented Image Classification Using Local and Global Neural Networks: Investigating the Impact of the Quantity of Artificial Objects on Model Performance. ICCS (7) Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek, Piotr Sulikowski
2024	J	`jnl`	Hierarchical system in conflict scenarios constructed based on cluster analysis-inspired method for attribute significance determination. Appl. Soft Comput. Malgorzata Przybyla-Kasperek, Rafal Deja, Alicja Wakulicz-Deja
2024	B	`conf`	Optimization Algorithm for Solar Irradiation Prediction Considering Regional Variability in Poland. KES Kacper Ksiazek, Malgorzata Przybyla-Kasperek, Michal Jasiñski
2024	—	`conf`	Rough Set Decision Rules for Usage-Based Churn Modeling in Mobile Telecommunications. ICCCI (CCIS Volume 1) Malgorzata Przybyla-Kasperek, Piotr Sulikowski
2024	—	`conf`	Study of Dependency Degree and Bayesian Networks for Conflict Scenarios. IJCRS (1) Malgorzata Przybyla-Kasperek, Rafal Deja
2023	B	`conf`	Decision rules for dispersed data using a federated learning approach. KES Malgorzata Przybyla-Kasperek, Kingsley Opoku
2023	J	`jnl`	Practically motivated adaptive fusion method with tie analysis for multilabel dispersed data. Expert Syst. Appl. Malgorzata Przybyla-Kasperek
2023	—	`conf`	Radial Basis Function Neural Network with a Centers Training Stage for Prediction Based on Dispersed Image Data. ICCS (4) Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek
2023	—	`conf`	Rules' Quality Generated by the Classification Method for Independent Data Sources Using Pawlak Conflict Analysis Model. ICCS (4) Malgorzata Przybyla-Kasperek, Katarzyna Kusztal
2023	—	`conf`	Selected Approaches to Conflict Analysis Inspired by the Pawlak Model - Case Study. IJCRS Malgorzata Przybyla-Kasperek, Rafal Deja, Alicja Wakulicz-Deja
2023	J	`jnl`	Study on the Use of Artificially Generated Objects in the Process of Training MLP Neural Networks Based on Dispersed Data. Entropy Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek
2022	B	`conf`	Comparative Study of Twoing and Entropy Criterion for Decision Tree Classification of Dispersed Data. KES Samuel Aning, Malgorzata Przybyla-Kasperek
2022	B	`conf`	Comparison of Shapley-Shubik and Banzhaf-Coleman power indices applied to aggregation of predictions obtained based on dispersed data by k-nearest neighbors classifiers. KES Malgorzata Przybyla-Kasperek, Filip Smyczek
2022	—	`conf`	Influence of Noise and Data Characteristics on Classification Quality of Dispersed Data Using Neural Networks on the Fusion of Predictions. ISD Malgorzata Przybyla-Kasperek, Kwabena Frimpong Marfo
2022	J	`jnl`	New Classification Method for Independent Data Sources Using Pawlak Conflict Model and Decision Trees. Entropy Malgorzata Przybyla-Kasperek, Katarzyna Kusztal
2022	B	`conf`	Radial basis function network for aggregating predictions of k-nearest neighbors local models generated based on independent data sets. KES Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek
2022	J	`jnl`	Study of selected methods for balancing independent data sets in k-nearest neighbors classifiers with Pawlak conflict analysis. Appl. Soft Comput. Malgorzata Przybyla-Kasperek
2022	—	`conf`	Study on the Twoing Criterion with Pre-pruning and Bagging Method for Dispersed Data. ISD Malgorzata Przybyla-Kasperek, Samuel Aning
2021	—	`conf`	Bagging and Single Decision Tree Approaches to Dispersed Data. ICCS (3) Malgorzata Przybyla-Kasperek, Samuel Aning
2021	—	`conf`	Ensemble of Classifiers Based on Genetic Reducts and K-Nearest Neighbors Classifier for Data with Non Missing Values. ISD Malgorzata Przybyla-Kasperek
2021	J	`jnl`	Neural Network Used for the Fusion of Predictions Obtained by the K-Nearest Neighbors Algorithm Based on Independent Data Sources. Entropy Malgorzata Przybyla-Kasperek, Kwabena Frimpong Marfo
2021	B	`conf`	Stop Criterion in Building Decision Trees with Bagging Method for Dispersed Data. KES Malgorzata Przybyla-Kasperek, Samuel Aning
2021	J	`jnl`	The power of agents in a dispersed system - The Shapley-Shubik power index. J. Parallel Distributed Comput. Malgorzata Przybyla-Kasperek
2020	B	`conf`	Are coalitions needed when classifiers make decisions? KES Malgorzata Przybyla-Kasperek
2020	J	`jnl`	Generalized objects in the system with dispersed knowledge. Expert Syst. Appl. Malgorzata Przybyla-Kasperek
2019	J	`jnl`	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. Malgorzata Przybyla-Kasperek
2019	J	`jnl`	Three Conflict Methods in Multiple Classifiers that Use Dispersed Knowledge. Int. J. Inf. Technol. Decis. Mak. Malgorzata Przybyla-Kasperek
2018	—	`conf`	Application of the Pairwise Comparison Matrices into a Dispersed Decision-Making System With Pawlak's Conflict Model. IJCSR Malgorzata Przybyla-Kasperek
2018	—	`ch.`	Attribute Selection in a Dispersed Decision-Making System. Advances in Feature Selection for Data and Pattern Recognition Malgorzata Przybyla-Kasperek
2018	—	`conf`	Comparison of Dispersed Decision Systems with Pawlak Model and with Negotiation Stage in Terms of Five Selected Fusion Methods. ICCCI (2) Malgorzata Przybyla-Kasperek
2018	—	`conf`	Comparison of Selected Fusion Methods from the Abstract and Rank Levels in a System Using Pawlak's Approach to Coalition Formation. BDAS Malgorzata Przybyla-Kasperek
2018	—	`ed.`	Rough Sets - International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam, August 20-24, 2018, Proceedings IJCRS Hung Son Nguyen, Quang-Thuy Ha, Tianrui Li, Malgorzata Przybyla-Kasperek
2017	—	`conf`	Attribute Reduction in a Dispersed Decision-Making System with Negotiations. BDAS Malgorzata Przybyla-Kasperek
2017	J	`jnl`	Comparison of fusion methods from the abstract level and the rank level in a dispersed decision-making system. Int. J. Gen. Syst. Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2017	—	`conf`	Decision Fusion Methods in a Dispersed Decision System - A Comparison on Medical Data. ICCCI (2) Malgorzata Przybyla-Kasperek, Agnieszka Nowak-Brzezinska, Roman Siminski
2017	—	`conf`	Dispersed System with Dynamically Generated Non-disjoint Clusters - Application of Attribute Selection. KES-IDT (1) Malgorzata Przybyla-Kasperek
2017	J	`jnl`	Dispersed decision-making system with fusion methods from the rank level and the measurement level - A comparative study. Inf. Syst. Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2017	C	`conf`	Feature selection based on the rough set theory and dispersed system with dynamically generated disjoint clusters. INISTA Malgorzata Przybyla-Kasperek
2017	—	`conf`	Knowledge Exploration in Medical Rule-Based Knowledge Bases. ICCCI (2) Agnieszka Nowak-Brzezinska, Tomasz Rybotycki, Roman Siminski, Malgorzata Przybyla-Kasperek
2017	—	`conf`	Methods Based on Pawlak's Model of Conflict Analysis - Medical Applications. IJCRS (1) Malgorzata Przybyla-Kasperek
2016	C	`conf`	Dispersed decision-making system with selected fusion methods from the measurement level - case study with medical data. FedCSIS Malgorzata Przybyla-Kasperek
2016	J	`jnl`	Global decision-making in multi-agent decision-making system with dynamically generated disjoint clusters. Appl. Soft Comput. Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2016	—	`conf`	Intersection Method, Union Method, Product Rule and Weighted Average Method in a Dispersed Decision-Making System - a Comparative Study on Medical Data. ICCCI (2) Malgorzata Przybyla-Kasperek, Agnieszka Nowak-Brzezinska
2016	—	`conf`	Mining Medical Knowledge Bases. ICCCI (2) Agnieszka Nowak-Brzezinska, Tomasz Rybotycki, Roman Siminski, Malgorzata Przybyla-Kasperek
2016	C	`conf`	Pawlak's Conflict Model: Directions of Development. FedCSIS Alicja Wakulicz-Deja, Malgorzata Przybyla-Kasperek
2016	J	`jnl`	Selected Methods of Combining Classifiers, when Predictions are Stored in Probability Vectors, in a Dispersed Decision-making System. Fundam. Informaticae Malgorzata Przybyla-Kasperek
2016	J	`jnl`	The strength of coalition in a dispersed decision support system with negotiations. Eur. J. Oper. Res. Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2016	—	`conf`	Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System. BDAS Malgorzata Przybyla-Kasperek
2015	—	`conf`	Application of the Shapley-Shubik Power Index in the Process of Decision Making on the Basis of Dispersed Medical Data. BDAS Malgorzata Przybyla-Kasperek
2015	—	`conf`	Selected Methods of Combining Classifiers, when Predictions Are Stored in Probability Vectors, in a Dispersed Decision-Making System. CS&P Malgorzata Przybyla-Kasperek
2015	—	`conf`	The Borda Count, the Intersection and the Highest Rank Method in a Dispersed Decision-Making System. RSFDGrC Malgorzata Przybyla-Kasperek
2014	J	`jnl`	A dispersed decision-making system - The use of negotiations during the dynamic generation of a system's structure. Inf. Sci. Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2014	—	`conf`	Global Decisions Taking Process, Including the Stage of Negotiation, on the Basis of Dispersed Medical Data. BDAS Malgorzata Przybyla-Kasperek
2014	J	`jnl`	Global decision-making system with dynamically generated clusters. Inf. Sci. Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2014	—	`conf`	Methods of Calculating the Strength of Coalition in a Dispersed Decision Support System with the Stage of Negotiations - a Study of Medical Data. CS&P Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2013	J	`jnl`	Application of Reduction of the Set of Conditional Attributes in the Process of Global Decision-making. Fundam. Informaticae Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2013	J	`jnl`	Complex Decision Systems and Conflicts Analysis Problem. Fundam. Informaticae Alicja Wakulicz-Deja, Agnieszka Nowak-Brzezinska, Malgorzata Przybyla-Kasperek
2013	—	`conf`	Global Decisions Taking on the Basis of Dispersed Medical Data. RSFDGrC Malgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja
2011	J	`jnl`	Application of the Method of Editing and Condensing in the Process of Global Decision-making. Fundam. Informaticae Alicja Wakulicz-Deja, Malgorzata Przybyla-Kasperek
2010	J	`jnl`	Multi-Agent Decision Taking System. Fundam. Informaticae Alicja Wakulicz-Deja, Malgorzata Przybyla-Kasperek