Jaroslaw Szkola

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Topics

Unbalanced Data

Automatic Identification

Top Venues

Fundam. Informaticae

Publications

Barbara Pekala, Anna Wilbik, Jaroslaw Szkola, Krzysztof Dyczkowski, Patryk Zywica
Federated Learning with the Choquet Integral as Aggregation Method. FUZZ (2024)
Anna Wilbik, Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski
The Sugeno Integral Used for Federated Learning with Uncertainty for Unbalanced Data. FUZZ (2023)
Wieslaw Paja, Jaroslaw Szkola, Krzysztof Pancerz, Jaromir Sarzynski, Magdalena zychowska
A Preliminary Research on Automatic Identification of Melanocytic Skin Lesions from Digital Images. KES (2023)
Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Anna Wilbik
Federated Similarity-Based Learning with Incomplete Data. FUZZ (2023)
Beata Bak, Jaroslaw Szkola, Jakub Wilk, Piotr Artiemjew, Jerzy Wilde
In-Field Detection of American Foulbrood (AFB) by Electric Nose Using Classical Classification Techniques and Sequential Neural Networks. Sensors 22 (3) (2022)
Jaroslaw Szkola, Piotr Artiemjew
Application of Sequential Neural Networks to Predict the Approximation Degree of Decision-making Systems. ICAART (3) (2022)
Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola, Dawid Kosior
Selection of Relevant Features Based on Optimistic and Pessimistic Similarities Measures of Interval-Valued Fuzzy Sets. IPMU (1) (2022)
Krzysztof Dyczkowski, Barbara Pekala, Jaroslaw Szkola, Anna Wilbik
Federated learning with uncertainty on the example of a medical data. FUZZ-IEEE (2022)
Barbara Pekala, Dawid Kosior, Krzysztof Dyczkowski, Jaroslaw Szkola
Application of entropy measures with uncertainty in classification methods with missing data problem. FUZZ-IEEE (2021)
Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola, Dawid Kosior
Classification of uncertain data with a selection of relevant features based on similarities measures of Interval-Valued Fuzzy Sets. FUZZ-IEEE (2021)
Barbara Pekala, Urszula Bentkowska, Jaroslaw Szkola, Wojciech Rzasa, Dawid Kosior, Javier Fernández, Laura De Miguel, Humberto Bustince
General local properties of fuzzy relations and fuzzy multisets used to an algorithm for group decision making. FUZZ-IEEE (2020)
Krzysztof Dyczkowski, Barbara Pekala, Michal Baczynski, Jaroslaw Szkola, Tomasz Pilka
The ordering methods of interval-valued fuzzy cardinal numbers with application in an uncertain decision making. FUZZ-IEEE (2020)
Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Tomasz Pilka
New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers. IPMU (2) (2020)
Jaroslaw Szkola, Krzysztof Pancerz
Petri Nets over Ontological Graphs: Conception and Application for Modelling Tasks of Robots. IJCRS (1) (2017)
Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz, Aneta Derkacz
Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them. EAI Endorsed Trans. Creative Technol. 3 (7) (2016)
Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz, Aneta Derkacz
Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them. BICT (2015)
Boleslaw Jaskula, Krzysztof Pancerz, Jaroslaw Szkola
Toward Synchronization of EEG and Eye-tracking Data Using an Expert System. CS&P (2015)
Marcin Kozak, Olesia Iefremova, Jaroslaw Szkola, Daniel Sas
Do researchers provide public or institutional E-mail accounts as correspondence E-mails in scientific articles? J. Assoc. Inf. Sci. Technol. 66 (10) (2015)
Marta Czyzewska, Jaroslaw Szkola, Krzysztof Pancerz
Towards Assessment of Innovativeness Economy Determinant Correlation: the Double Self-Organizing Feature Map Approach. Fundam. Informaticae 129 (1-2) (2014)
Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz
SOM Based Segmentation of Visual Stimuli in Diagnosis and Therapy of Neuropsychological Disorders. ICMMI (2013)
Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz
Towards Determining Syntactic Complexity of Visual Stimuli Used in Art Therapy. FedCSIS (2013)
Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol, Grazyna Olchowik, Maria Klatka, Regina Wojecka-Gieroba, Agata Wróbel
LARDISS - a Tool for Computer Aided Diagnosis of Laryngopathies. FedCSIS (2012)
Krzysztof Pancerz, Wieslaw Paja, Jaroslaw Szkola, Jan Warchol, Grazyna Olchowik
A Rule-based Classification of Laryngopathies based on Spectrum Disturbance Analysis - An Exemplary Study. BIOSIGNALS (2012)
Krzysztof Pancerz, Arkadiusz Lewicki, Ryszard Tadeusiewicz, Jaroslaw Szkola
Classification of Speech Signals through Ant Based Clustering of Time Series. ICCCI (1) (2012)
Marta Czyzewska, Jaroslaw Szkola, Krzysztof Pancerz
Self-Organizing Feature Maps in Correlating Groups of Time Series: Experiments with Indicators Describing Entrepreneurship. CS&P (2012)
Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz
Complex Network Properties of Eye-tracking in the Face Recognition Process - An Initial Study. BIOSIGNALS (2012)
Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
Recurrent Neural Networks in Computer-Based Clinical Decision Support for Laryngopathies: An Experimental Study. Comput. Intell. Neurosci. 2011 (2011)
Krzysztof Pancerz, Jaroslaw Szkola, Jan Warchol
A Bezier Curve Approximation of the Speech Signal in the Classification Process of Laryngopathies. FedCSIS (2011)
Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
Improving Learning Ability of Recurrent Neural Networks - Experiments on Speech Signals of Patients with Laryngopathies. BIOSIGNALS (2011)
Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
Copernicus - An Expert System Supporting Differential Diagnosis of Patients Examined using the MMPI Test - An Index-rule Approach. HEALTHINF (2011)
Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles. Int. J. Comput. Intell. Syst. 4 (5) (2011)
Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal. Bio Algorithms Med Syst. 6 (12) (2010)
Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
Computer-based clinical decision support for laryngopathies using recurrent neural networks. ISDA (2010)
Jan Warchol, Jaroslaw Szkola, Krzysztof Pancerz
Towards Computer Diagnosis of Laryngopathies based on Speech Spectrum Analysis - A Preliminary Approach. BIOSIGNALS (2010)
Jaroslaw Szkola, Krzysztof Pancerz, Jan Warchol
Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal. Bio Algorithms Med Syst. 6 (12-S) (2010)
Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
Classification of MMPI Profiles of Patients with Mental Disorders - Experiments with Attribute Reduction and Extension. RSKT (2010)