Jacek M. Leski

Orcid: 0000-0002-9380-0415

According to our database1, Jacek M. Leski authored at least 65 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
OWA-based robust fuzzy clustering of time series with typicality degrees.
Inf. Sci., December, 2023

Refining the rule base of fuzzy classifier to support the evaluation of fetal condition.
Appl. Soft Comput., November, 2023

Fuzzy double-ordered <i>c</i>-regression models based on fuzzy S-estimators.
Fuzzy Sets Syst., August, 2023

2021
Clustering based multiple state-space projections.
Signal Process., 2021

Practical aspects of equivalence of Baldwin's and Zadeh's fuzzy inference.
J. Intell. Fuzzy Syst., 2021

On ε-insensitive simplification of fuzzy rules for fetal distress assessment.
Expert Syst. Appl., 2021

Robust nonlinear aggregation operator for ECG powerline interference reduction.
Biomed. Signal Process. Control., 2021

2020
Fuzzy Ordered $c$-Means Clustering and Least Angle Regression for Fuzzy Rule-Based Classifier: Study for Imbalanced Data.
IEEE Trans. Fuzzy Syst., 2020

Detection of Atrial Fibrillation Episodes in Long-Term Heart Rhythm Signals Using a Support Vector Machine.
Sensors, 2020

Fuzzy clustering of fuzzy data based on robust loss functions and ordered weighted averaging.
Fuzzy Sets Syst., 2020

Combining ε-similar Fuzzy Rules for Efficient Classification of Cardiotocographic Signals.
Proceedings of the 27th International Conference on Mixed Design of Integrated Circuits and System, 2020

Clustering with ε-Hyperballs Based Simplification of Fuzzy Rules to Support the Assessment of Fetal State.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Fuzzy classifier based on clustering with pairs of ε-hyperballs and its application to support fetal state assessment.
Expert Syst. Appl., 2019

Application of Spatio-Temporal Filtering for Atrial Activity Waveforms Enhancement.
Proceedings of the 2019 2nd International Conference on Sensors, 2019

Recognition of Atrial Fibrilation Episodes in Heart Rate Variability Signals Using a Machine Learning Approach.
Proceedings of the 26th International Conference on Mixed Design of Integrated Circuits and Systems, 2019

2018
On clustering based nonlinear projective filtering of biomedical signals.
Biomed. Signal Process. Control., 2018

Linguistically Defined Clustering of Data.
Int. J. Appl. Math. Comput. Sci., 2018

2017
Averaging of Nonlinearly Aligned Evoked Potentials in Impulsive Noise Environment.
Proceedings of the Man-Machine Interactions 5, 2017

Hierarchical Agglomerative Clustering of Time-Warped Series.
Proceedings of the Man-Machine Interactions 5, 2017

Fuzzy Clustering with \varepsilon -Hyperballs and Its Application to Data Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Introduction to Fuzzy Sets.
Proceedings of the Theory and Applications of Ordered Fuzzy Numbers, 2017

Introduction to Fuzzy Systems.
Proceedings of the Theory and Applications of Ordered Fuzzy Numbers, 2017

2016
Fuzzy c-ordered medoids clustering for interval-valued data.
Pattern Recognit., 2016

Fuzzy c-ordered-means clustering.
Fuzzy Sets Syst., 2016

Clustering with Pairs of Prototypes to Support Automated Assessment of the Fetal State.
Appl. Artif. Intell., 2016

Fuzzy Analysis of Delivery Outcome Attributes for Improving the Automated Fetal State Assessment.
Appl. Artif. Intell., 2016

2015
Fuzzy (c+p)-Means Clustering and Its Application to a Fuzzy Rule-Based Classifier: Toward Good Generalization and Good Interpretability.
IEEE Trans. Fuzzy Syst., 2015

Hierarchical clustering with planar segments as prototypes.
Pattern Recognit. Lett., 2015

On robust fuzzy c-regression models.
Fuzzy Sets Syst., 2015

Averaging of nonlinearly aligned signal cycles for noise suppression.
Biomed. Signal Process. Control., 2015

Principal Component Analysis and Dynamic Time-Warping in Subbands for ECG Reconstruction.
Proceedings of the Man-Machine Interactions 4, 2015

PCA Based Hierarchical Clustering with Planar Segments as Prototypes and Maximum Density Linkage.
Proceedings of the Man-Machine Interactions 4, 2015

Dynamic Time Warping Based on Modified Alignment Costs for Evoked Potentials Averaging.
Proceedings of the Man-Machine Interactions 4, 2015

Classification Based on Incremental Fuzzy (1+p) ( 1 + p ) -Means Clustering.
Proceedings of the Man-Machine Interactions 4, 2015

2013
An Application of Fuzzy C-Regression Models to Characteristic Point Detection in Biomedical Signals.
Proceedings of the Man-Machine Interactions 3, 2013

Application of the Conditional Fuzzy Clustering with Prototypes Pairs to Classification.
Proceedings of the Man-Machine Interactions 3, 2013

Design of Linear-Phase FIR Filters with Time and Frequency Domains Constraints by Means of AI Based Method.
Proceedings of the Man-Machine Interactions 3, 2013

Time Series of Fuzzy Sets in Classification of Electrocardiographic Signals.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Generalized Constraint Design of Linear-Phase FIR Digital Filters.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2011
Robust Estimation of Respiratory Rate Based on Linear Regression.
Proceedings of the Computer Recognition Systems 4, 2011

Fuzzy Clustering Finding Prototypes on Classes Boundary.
Proceedings of the Computer Recognition Systems 4, 2011

An Application of Fuzzy Clustering Method to Cardiotocographic Signals Classification.
Proceedings of the Man-Machine Interactions 2, 2011

2008
The Prediction of Fetal Outcome by Applying Neural Network for Evaluation of CTG Records.
Proceedings of the Computer Recognition Systems 2, 2008

2006
On support vector regression machines with linguistic interpretation of the kernel matrix.
Fuzzy Sets Syst., 2006

2005
TSK-fuzzy modeling based on ε-insensitive learning.
IEEE Trans. Fuzzy Syst., 2005

ECG baseline wander and powerline interference reduction using nonlinear filter bank.
Signal Process., 2005

A time-domain-constrained fuzzy clustering method and its application to signal analysis.
Fuzzy Sets Syst., 2005

Multi-Channels Time-Domain-Constrained Fuzzy <i>c</i> -Regression Models.
Proceedings of the Computer Recognition Systems, 2005

A Hybrid epsilon-Insensitive Learning of Fuzzy Systems.
Proceedings of the Computer Recognition Systems, 2005

2004
An ε-margin nonlinear classifier based on fuzzy if-then rules.
IEEE Trans. Syst. Man Cybern. Part B, 2004

ε-insensitive fuzzy c-regression models: introduction to ε-insensitive fuzzy modeling.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Computationally effective algorithm for robust weighted averaging.
IEEE Trans. Biomed. Eng., 2004

Fuzzy c-varieties/elliptotypes clustering in reproducing kernel Hilbert space.
Fuzzy Sets Syst., 2004

A New Fuzzy Clustering Method with Constraints in Time Domain.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
Generalized weighted conditional fuzzy clustering.
IEEE Trans. Fuzzy Syst., 2003

Ho-Kashyap classifier with generalization control.
Pattern Recognit. Lett., 2003

Neuro-fuzzy system with learning tolerant to imprecision.
Fuzzy Sets Syst., 2003

Towards a robust fuzzy clustering.
Fuzzy Sets Syst., 2003

2002
Robust weighted averaging [of biomedical signals].
IEEE Trans. Biomed. Eng., 2002

2001
On equivalence of approximate reasoning results using different interpretations of fuzzy if-then rules.
Fuzzy Sets Syst., 2001

2000
Fuzzy and Neuro-Fuzzy Intelligent Systems
Studies in Fuzziness and Soft Computing 47, Springer, ISBN: 978-3-662-00389-3, 2000

1999
A Classifier Based on Neuro-Fuzzy Inference System Ernest.
J. Adv. Comput. Intell. Intell. Informatics, 1999

A new artificial neural network based fuzzy inference system with moving consequents in if-then rules and selected applications.
Fuzzy Sets Syst., 1999

1998
Application of entropy and energy measures of fuzziness to processing of ECG signal.
Fuzzy Sets Syst., 1998


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