Jaroslaw Szkola

40 papers B 7C 4Journal 10Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Method for Human Fall Detection Using Federated Learning and Interval-Valued Fuzzy Inference Systems. J. Artif. Intell. Soft Comput. Res. Barbara Pekala, Jaroslaw Szkola, Piotr Grochowalski, Dorota Gil, Dawid Kosior, Krzysztof Dyczkowski
2025	J	`jnl`	PRISM-FL-A Privacy-Aware Decision Support System for Enhanced Medical Diagnostics Based on Federated Learning. IEEE Access Barbara Pekala, Przemyslaw Grzegorzewski, Jaroslaw Szkola, Dawid Kosior
2024	B	`conf`	Application of binary subnetworks to classify images potentially containing melanocytic skin lesions. KES Jaroslaw Szkola, Tomasz Paja, Wieslaw Paja
2024	—	`conf`	Federated Learning with the Choquet Integral as Aggregation Method. FUZZ Barbara Pekala, Anna Wilbik, Jaroslaw Szkola, Krzysztof Dyczkowski, Patryk Zywica
2023	B	`conf`	A Preliminary Research on Automatic Identification of Melanocytic Skin Lesions from Digital Images. KES Wieslaw Paja, Jaroslaw Szkola, Krzysztof Pancerz, Jaromir Sarzynski, Magdalena zychowska
2023	—	`conf`	Federated Similarity-Based Learning with Incomplete Data. FUZZ Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Anna Wilbik
2023	—	`conf`	The Sugeno Integral Used for Federated Learning with Uncertainty for Unbalanced Data. FUZZ Anna Wilbik, Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski
2022	—	`conf`	Application of Sequential Neural Networks to Predict the Approximation Degree of Decision-making Systems. ICAART (3) Jaroslaw Szkola, Piotr Artiemjew
2022	B	`conf`	Federated learning with uncertainty on the example of a medical data. FUZZ-IEEE Krzysztof Dyczkowski, Barbara Pekala, Jaroslaw Szkola, Anna Wilbik
2022	J	`jnl`	In-Field Detection of American Foulbrood (AFB) by Electric Nose Using Classical Classification Techniques and Sequential Neural Networks. Sensors Beata Bak, Jaroslaw Szkola, Jakub Wilk, Piotr Artiemjew, Jerzy Wilde
2022	—	`conf`	Selection of Relevant Features Based on Optimistic and Pessimistic Similarities Measures of Interval-Valued Fuzzy Sets. IPMU (1) Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola, Dawid Kosior
2021	B	`conf`	Application of entropy measures with uncertainty in classification methods with missing data problem. FUZZ-IEEE Barbara Pekala, Dawid Kosior, Krzysztof Dyczkowski, Jaroslaw Szkola
2021	B	`conf`	Classification of uncertain data with a selection of relevant features based on similarities measures of Interval-Valued Fuzzy Sets. FUZZ-IEEE Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola, Dawid Kosior
2020	B	`conf`	General local properties of fuzzy relations and fuzzy multisets used to an algorithm for group decision making. FUZZ-IEEE Barbara Pekala, Urszula Bentkowska, Jaroslaw Szkola, Wojciech Rzasa, Dawid Kosior, Javier Fernández, Laura De Miguel, Humberto Bustince
2020	—	`conf`	New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers. IPMU (2) Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Tomasz Pilka
2020	B	`conf`	The ordering methods of interval-valued fuzzy cardinal numbers with application in an uncertain decision making. FUZZ-IEEE Krzysztof Dyczkowski, Barbara Pekala, Michal Baczynski, Jaroslaw Szkola, Tomasz Pilka
2017	—	`conf`	Petri Nets over Ontological Graphs: Conception and Application for Modelling Tasks of Robots. IJCRS (1) Jaroslaw Szkola, Krzysztof Pancerz
2016	J	`jnl`	Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them. EAI Endorsed Trans. Creative Technol. Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz, Aneta Derkacz
2015	J	`jnl`	Do researchers provide public or institutional E-mail accounts as correspondence E-mails in scientific articles? J. Assoc. Inf. Sci. Technol. Marcin Kozak, Olesia Iefremova, Jaroslaw Szkola, Daniel Sas
2015	—	`conf`	Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them. BICT Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz, Aneta Derkacz
2015	—	`conf`	Toward Synchronization of EEG and Eye-tracking Data Using an Expert System. CS&P Boleslaw Jaskula, Krzysztof Pancerz, Jaroslaw Szkola
2014	J	`jnl`	Towards Assessment of Innovativeness Economy Determinant Correlation: the Double Self-Organizing Feature Map Approach. Fundam. Informaticae Marta Czyzewska, Jaroslaw Szkola, Krzysztof Pancerz
2013	—	`ch.`	Computer-Aided Diagnosis of Laryngopathies in the LabVIEW Environment: Exemplary Implementation. Advances in Intelligent Analysis of Medical Data and Decision Support Systems Dominika Gurdak, Krzysztof Pancerz, Jaroslaw Szkola, Jan Warchol
2013	—	`conf`	SOM Based Segmentation of Visual Stimuli in Diagnosis and Therapy of Neuropsychological Disorders. ICMMI Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz
2013	C	`conf`	Towards Determining Syntactic Complexity of Visual Stimuli Used in Art Therapy. FedCSIS Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz
2012	—	`conf`	A Rule-based Classification of Laryngopathies based on Spectrum Disturbance Analysis - An Exemplary Study. BIOSIGNALS Krzysztof Pancerz, Wieslaw Paja, Jaroslaw Szkola, Jan Warchol, Grazyna Olchowik
2012	—	`conf`	Classification of Speech Signals through Ant Based Clustering of Time Series. ICCCI (1) Krzysztof Pancerz, Arkadiusz Lewicki, Ryszard Tadeusiewicz, Jaroslaw Szkola
2012	—	`conf`	Complex Network Properties of Eye-tracking in the Face Recognition Process - An Initial Study. BIOSIGNALS Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz
2012	C	`conf`	LARDISS - a Tool for Computer Aided Diagnosis of Laryngopathies. FedCSIS Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol, Grazyna Olchowik, Maria Klatka, Regina Wojecka-Gieroba, Agata Wróbel
2012	—	`conf`	Self-Organizing Feature Maps in Correlating Groups of Time Series: Experiments with Indicators Describing Entrepreneurship. CS&P Marta Czyzewska, Jaroslaw Szkola, Krzysztof Pancerz
2011	C	`conf`	A Bezier Curve Approximation of the Speech Signal in the Classification Process of Laryngopathies. FedCSIS Krzysztof Pancerz, Jaroslaw Szkola, Jan Warchol
2011	—	`conf`	Copernicus - An Expert System Supporting Differential Diagnosis of Patients Examined using the MMPI Test - An Index-rule Approach. HEALTHINF Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
2011	—	`conf`	Improving Learning Ability of Recurrent Neural Networks - Experiments on Speech Signals of Patients with Laryngopathies. BIOSIGNALS Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
2011	J	`jnl`	Recurrent Neural Networks in Computer-Based Clinical Decision Support for Laryngopathies: An Experimental Study. Comput. Intell. Neurosci. Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
2011	J	`jnl`	Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles. Int. J. Comput. Intell. Syst. Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
2010	—	`conf`	Classification of MMPI Profiles of Patients with Mental Disorders - Experiments with Attribute Reduction and Extension. RSKT Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
2010	J	`jnl`	Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal. Bio Algorithms Med Syst. Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
2010	J	`jnl`	Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal. Bio Algorithms Med Syst. Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
2010	C	`conf`	Computer-based clinical decision support for laryngopathies using recurrent neural networks. ISDA Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
2010	—	`conf`	Towards Computer Diagnosis of Laryngopathies based on Speech Spectrum Analysis - A Preliminary Approach. BIOSIGNALS Jan Warchol, Jaroslaw Szkola, Krzysztof Pancerz