Robert Czabanski

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 22

Top Topics

Atrial Fibrillation

Electrical Activity

Top Venues

Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Robert Czabanski, Michal Jezewski, Jacek M. Leski, Krzysztof Horoba, Janusz Wrobel, Radek Martinek, Katerina Barnova
Refining the rule base of fuzzy classifier to support the evaluation of fetal condition. Appl. Soft Comput. 147 (2023)
Radek Martinek, Radana Kahankova, Rene Jaros, Katerina Barnova, Adam Matonia, Michal Jezewski, Robert Czabanski, Krzysztof Horoba, Janusz Jezewski
Non-Invasive Fetal Electrocardiogram Extraction Based on Novel Hybrid Method for Intrapartum ST Segment Analysis. IEEE Access 9 (2021)
Michal Jezewski, Robert Czabanski, Jacek M. Leski, Adam Matonia, Radana Kahankova
On ε-insensitive simplification of fuzzy rules for fetal distress assessment. Expert Syst. Appl. 179 (2021)
Radek Martinek, Katerina Barnova, Rene Jaros, Radana Kahankova, Tomasz Kupka, Michal Jezewski, Robert Czabanski, Adam Matonia, Janusz Jezewski, Krzysztof Horoba
Passive Fetal Monitoring by Advanced Signal Processing Methods in Fetal Phonocardiography. IEEE Access 8 (2020)
Tomasz Kupka, Adam Matonia, Michal Jezewski, Janusz Jezewski, Krzysztof Horoba, Janusz Wrobel, Robert Czabanski, Radek Martinek
New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal. Sensors 20 (15) (2020)
Robert Czabanski, Michal Jezewski, Jacek M. Leski, Tomasz Kupka, Radek Martinek
Clustering with ε-Hyperballs Based Simplification of Fuzzy Rules to Support the Assessment of Fetal State. BIBE (2020)
Michal Jezewski, Robert Czabanski, Jacek M. Leski, Adam Matonia, Radek Martinek
Combining ε-similar Fuzzy Rules for Efficient Classification of Cardiotocographic Signals. MIXDES (2020)
Jacek M. Leski, Robert Czabanski, Michal Jezewski, Janusz Jezewski
Fuzzy Ordered $c$-Means Clustering and Least Angle Regression for Fuzzy Rule-Based Classifier: Study for Imbalanced Data. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Robert Czabanski, Krzysztof Horoba, Janusz Wrobel, Adam Matonia, Radek Martinek, Tomasz Kupka, Michal Jezewski, Radana Kahankova, Janusz Jezewski, Jacek M. Leski
Detection of Atrial Fibrillation Episodes in Long-Term Heart Rhythm Signals Using a Support Vector Machine. Sensors 20 (3) (2020)
Krzysztof Horoba, Robert Czabanski, Janusz Wrobel, Adam Matonia, Radek Martinek, Tomasz Kupka, Radana Kahankova, Jacek M. Leski, Slawomir Graczyk
Recognition of Atrial Fibrilation Episodes in Heart Rate Variability Signals Using a Machine Learning Approach. MIXDES (2019)
Adam Maternia, Tomasz Kupka, Krzysztof Horoba, Janusz Jezewski, Radek Martmek, Janusz Wrobel, Radana Kahankova, Robert Czabanski, Slawomir Graczyk
New Possibilities for Fetal Monitoring Using Unobtrusive Abdominal Electrocardiography. MIXDES (2019)
Michal Jezewski, Robert Czabanski, Jacek M. Leski, Janusz Jezewski
Fuzzy classifier based on clustering with pairs of ε-hyperballs and its application to support fetal state assessment. Expert Syst. Appl. 118 (2019)
Michal Jezewski, Robert Czabanski, Jacek M. Leski
Introduction to Fuzzy Sets. Theory and Applications of Ordered Fuzzy Numbers (2017)
Tomasz Pander, Robert Czabanski, Tomasz Przybyla, Stanislaw Pietraszek, Michal Jezewski
Robust Detection of Systolic Peaks in Arterial Blood Pressure Signal. ICAISC (1) (2017)
Michal Jezewski, Robert Czabanski, Jacek M. Leski
Fuzzy Clustering with \varepsilon -Hyperballs and Its Application to Data Classification. ICAISC (2) (2017)
Robert Czabanski, Michal Jezewski, Jacek M. Leski
Introduction to Fuzzy Systems. Theory and Applications of Ordered Fuzzy Numbers (2017)
Krzysztof Horoba, Janusz Jezewski, Janusz Wrobel, Tomasz Kupka, Adam Pawlak, Robert Czabanski, Michal Jezewski
Design and interfacing aspects of the medical instrumentation for modern hospital system for pregnancy and labour monitoring. MIXDES (2016)
Robert Czabanski, Michal Jezewski, Krzysztof Horoba, Janusz Jezewski, Jacek M. Leski
Fuzzy Analysis of Delivery Outcome Attributes for Improving the Automated Fetal State Assessment. Appl. Artif. Intell. 30 (6) (2016)
Michal Jezewski, Robert Czabanski, Krzysztof Horoba, Jacek M. Leski
Clustering with Pairs of Prototypes to Support Automated Assessment of the Fetal State. Appl. Artif. Intell. 30 (6) (2016)
Krzysztof Horoba, Janusz Jezewski, Tomasz Kupka, Adam Matonia, Robert Czabanski, Dawid Roj
Electrical Activity of Uterus as Reliable Information on Contractions During Pregnancy and Labour. ITIB (1) (2016)
Janusz Jezewski, Adam Pawlak, Krzysztof Horoba, Janusz Wrobel, Robert Czabanski, Michal Jezewski
Selected design issues of the medical cyber-physical system for telemonitoring pregnancy at home. Microprocess. Microsystems 46 (2016)
Michal Jezewski, Jacek M. Leski, Robert Czabanski
Classification Based on Incremental Fuzzy (1+p) ( 1 + p ) -Means Clustering. ICMMI (2015)
Tomasz Pander, Robert Czabanski, Tomasz Przybyla, Ewa Straszecka
The Application of Median Fuzzy Clustering and Robust Weighted Averaging for Electronystagmography Signal Processing. IEEE Conf. on Intelligent Systems (2) (2014)
Janusz Jezewski, Adam Matonia, Robert Czabanski, Krzysztof Horoba, Tomasz Kupka
Classification of Uterine Electrical Activity Patterns for Early Detection of Preterm Birth. CORES (2013)
Robert Czabanski, Tomasz Pander, Tomasz Przybyla
Fuzzy Approach to Saccades Detection in Optokinetic Nystagmus. ICMMI (2013)
Robert Czabanski, Janusz Jezewski, Adam Matonia, Michal Jezewski
Computerized analysis of fetal heart rate signals as the predictor of neonatal acidemia. Expert Syst. Appl. 39 (15) (2012)
Tomasz Pander, Robert Czabanski, Tomasz Przybyla, Janusz Jezewski, Dorota Pojda-Wilczek, Janusz Wrobel, Krzysztof Horoba, Marek Bernys
A new method of saccadic eye movement detection for optokinetic nystagmus analysis. EMBC (2012)
Robert Czabanski, Michal Jezewski, Janusz Jezewski, Janusz Wrobel, Krzysztof Horoba
Robust extraction of fuzzy rules with artificial neural network based on fuzzy inference system. Int. J. Intell. Inf. Database Syst. 6 (1) (2012)
Robert Czabanski, Janusz Wrobel, Janusz Jezewski, Michal Jezewski
Two-Step Analysis of the Fetal Heart Rate Signal as a Predictor of Distress. ACIIDS (2) (2012)
Robert Czabanski, Michal Jezewski, Krzysztof Horoba, Janusz Jezewski, Janusz Wrobel
Robust Prediction with ANNBFIS System. ACIIDS (2) (2010)
Robert Czabanski, Michal Jezewski, Janusz Wrobel, Janusz Jezewski, Krzysztof Horoba
Predicting the risk of low-fetal birth weight from cardiotocographic signals using ANBLIR system with deterministic annealing and epsilon-insensitive learning. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Robert Czabanski, Tomasz Przybyla, Tomasz Pander
Detection of Eyes Position Based on Electrooculography Signal Analysis. ICAISC (2008)
Robert Czabanski
-Insensitive Learning in Neuro-fuzzy Systems. ICAISC (2006)