Martin Stepnicka

Orcid: 0000-0002-0285-075X

Affiliations:
  • University of Ostrava, Czech Republic


According to our database1, Martin Stepnicka authored at least 88 papers between 2004 and 2024.

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Bibliography

2024
Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network.
Inf. Fusion, February, 2024

2023
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory.
Int. J. Approx. Reason., March, 2023

Redundancy criteria for linguistic fuzzy rules.
Expert Syst. Appl., 2023

Partial Fuzzy Relational Equations and the Dragonfly Operations - What Happens If...?
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

2022
On solvability of systems of partial fuzzy relational equations.
Fuzzy Sets Syst., 2022

lfl: An R package for linguistic fuzzy logic.
Fuzzy Sets Syst., 2022

On Conflicts of Linguistic Fuzzy Rules.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Cutting of Partial Fuzzy Relations and Their Compositions - The Case of the Dragonfly Operations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021
Fuzzy Interpolation with Extensional Fuzzy Numbers.
Symmetry, 2021

Mamdani-Assilian rules: with or without continuity?
Proceedings of WILF 2021, 2021

2020
The concept of unavoidable features in fuzzy relational compositions.
Knowl. Based Syst., 2020

On the generalization of redundancy criteria for linguistic fuzzy rules.
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

From arithmetics of extensional fuzzy numbers to their distances.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

On the properties of orderings of extensional fuzzy numbers.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Missing values and dragonfly operations in fuzzy relational compositions.
Int. J. Approx. Reason., 2019

Fuzzy relational equations employing Dragonfly operations.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Typicality of Features in Fuzzy Relational Compositions.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Orderings of Extensional Fuzzy Numbers.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Fuzzy Quantifiers and Compositions of Partial Fuzzy Relations Employing Dragonfly Algebras.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Fuzzy inference systems preserving Moser-Navara axioms.
Fuzzy Sets Syst., 2018

A short note on fuzzy relational inference systems.
Fuzzy Sets Syst., 2018

Extensions of fuzzy relational compositions based on generalized quantifiers.
Fuzzy Sets Syst., 2018

Compositions of Partial Fuzzy Relations Employing the Lower Estimation Approach.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

On the Use of Subproduct in Fuzzy Relational Compositions Based on Grouping Features.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Compositions of Partial Fuzzy Relations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

2017
Excluding features in fuzzy relational compositions.
Expert Syst. Appl., 2017

Fuzzy relational compositions based on grouping features.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

On the results and observations of the time series forecasting competition CIF 2016.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Non-preservation of chosen properties of fuzzy relational compositions based on fuzzy quantifiers.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Incorporation of Excluding Features in Fuzzy Relational Compositions Based on Generalized Quantifiers.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

Fuzzy Relation Equations with Fuzzy Quantifiers.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

2016
Interpolativity of at-least and at-most models of monotone fuzzy rule bases with multiple antecedent variables.
Fuzzy Sets Syst., 2016

Fuzzy rule base ensemble generated from data by linguistic associations mining.
Fuzzy Sets Syst., 2016

On Perception-based Logical Deduction with Fuzzy Inputs.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

How to Incorporate Excluding Features in Fuzzy Relational Compositions and What for.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

On the satisfaction of Moser-Navara axioms for fuzzy inference systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Recognition of damaged letters based on mathematical fuzzy logic analysis.
J. Appl. Log., 2015

On redundancies in systems of fuzzy/linguistic IF-THEN rules under perception-based logical deduction inference.
Fuzzy Sets Syst., 2015

Computational intelligence in forecasting - the results of the time series forecasting competition.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Conditionally Firing Implicative Rules.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

On Perception-based Logical Deduction and Its Variants.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

An Extension of Fuzzy Relational Compositions Using Generalized Quantifiers.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Reduction of Fuzzy Rule Bases Driven by the Coverage of Training Data.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
Editorial.
Kybernetika, 2014

MI-algebras: A new framework for arithmetics of (extensional) fuzzy numbers.
Fuzzy Sets Syst., 2014

Fuzzy Rule-Based Ensemble for Time Series Prediction: Progresses with Associations Mining.
Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014

Fuzzy Relational Compositions Based on Generalized Quantifiers.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Fuzzy rule-based ensemble for time series prediction: The application of linguistic associations mining.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Interpolativity of at-least and at-most models of monotone single-input single-output fuzzy rule bases.
Inf. Sci., 2013

Implication-based models of monotone fuzzy rule bases.
Fuzzy Sets Syst., 2013

Fuzzy sets: Theory and applications (FSTA 2012).
Fuzzy Sets Syst., 2013

Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations.
Expert Syst. Appl., 2013

Mining Linguistic Associations for Emergent Flood Prediction Adjustment.
Adv. Fuzzy Syst., 2013

Linguistic Descriptions: Their Structure and Applications.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

Fuzzy rule-based ensemble with use linguistic associations mining for time series prediction.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

New results on redundancies of fuzzy/linguistic IF-THEN rules.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

F-transform and Fuzzy Natural logic in Time Series Analysis.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

On Isomorphism Theorems for MI-groups.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

2012
Special issue: AAMP VIII and ISCAMI 2011.
Kybernetika, 2012

On the Potential of Fuzzy Rule-Based Ensemble Forecasting.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012

Fuzzy Rule-Based Ensemble Forecasting: Introductory Study.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

Arithmetics of extensional fuzzy numbers - part II: Algebraic framework.
Proceedings of the FUZZ-IEEE 2012, 2012

Arithmetics of extensional fuzzy numbers - part I: Introduction.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
A linguistic approach to time series modeling with the help of F-transform.
Fuzzy Sets Syst., 2011

Grades of Monotonicity of Fuzzy Relations and Their Application to Fuzzy Rule Bases.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2011

Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Redundancies in systems of fuzzy/linguistic IF-THEN rules.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Monotonicity of fuzzy rule bases: On differences between graded and non-graded approaches.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

2010
On the Suitability of the Bandler-Kohout Subproduct as an Inference Mechanism.
IEEE Trans. Fuzzy Syst., 2010

Arithmetic Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2010

Analysis of seasonal time series using fuzzy approach.
Int. J. Gen. Syst., 2010

Continuity issues of the implicational interpretation of fuzzy rules.
Fuzzy Sets Syst., 2010

Linguistic approach to time series analysis and forecasts.
Proceedings of the FUZZ-IEEE 2010, 2010

Monotonicity of implicative fuzzy models.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
A neural network approach to the fuzzy transform.
Fuzzy Sets Syst., 2009

On the computational aspects of the BK-subproduct inference mechanism.
Proceedings of the FUZZ-IEEE 2009, 2009

Time Series Analysis and Prediction Based on Fuzzy Rules and the Fuzzy Transform.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

The Bandler-Kohout Subproduct as a Suitable Inference.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Approximation Properties of Inverse Fuzzy Transforms over the Residuated Lattice.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Analysis and prediction of time series using fuzzy transform.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
A Plea for the Usefulness of the Deductive Interpretation of Fuzzy Rules in Engineering Applications.
Proceedings of the FUZZ-IEEE 2007, 2007

On Additive and Multiplicative Fuzzy Models.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

2006
Completing Fuzzy if-then Rule Bases by Means of Smoothing Splines.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006

Fuzzy transform as an additive normal form.
Fuzzy Sets Syst., 2006

2005
Numerical solution of partial differential equations with help of fuzzy transform.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Genetic algorithms in fuzzy approximation.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Approximation of Fuzzy Functions by Extended Fuzzy Transforms.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004


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