Krzysztof Cpalka

Orcid: 0000-0001-9761-118X

According to our database1, Krzysztof Cpalka authored at least 94 papers between 2001 and 2023.

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

Timeline

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Bibliography

2023
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks.
J. Artif. Intell. Soft Comput. Res., June, 2023

Multi-population Algorithm Using Surrogate Models and Different Training Plans.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

Evolutionary Algorithms and Their Applications in Intelligent Systems.
Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics, 2023

2022
Hybrid Approaches to Nature-Inspired Population-Based Intelligent Optimization for Industrial Applications.
IEEE Trans. Ind. Informatics, 2022

Guest Editorial: Hybrid Approaches to Nature-Inspired Population-Based Intelligent Optimization for Industrial Applications.
IEEE Trans. Ind. Informatics, 2022

Evolutionary Algorithm for Selecting Dynamic Signatures Partitioning Approach.
J. Artif. Intell. Soft Comput. Res., 2022

Multi-Population-Based Algorithm with an Exchange of Training Plans Based on Population Evaluation.
J. Artif. Intell. Soft Comput. Res., 2022

A population-based algorithm with the selection of evaluation precision and size of the population.
Appl. Soft Comput., 2022

Dynamic Signature Verification Using Selected Regions.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

A Multi-population-Based Algorithm with Different Ways of Subpopulations Cooperation.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021
Monitoring Regenerative Heat Exchanger in Steam Power Plant by Making Use of the Recurrent Neural Network.
J. Artif. Intell. Soft Comput. Res., 2021

Dynamic Signature Vertical Partitioning Using Selected Population-Based Algorithms.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

Population Management Approaches in the OPn Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020
Multipopulation Nature-Inspired Algorithm (MNIA) for the Designing of Interpretable Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2020

Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2020

On-Line Signature Partitioning Using a Population Based Algorithm.
J. Artif. Intell. Soft Comput. Res., 2020

An Algorithm for the Evolutionary-Fuzzy Generation of on-Line Signature Hybrid Descriptors.
J. Artif. Intell. Soft Comput. Res., 2020

Evolutionary Algorithm with a Configurable Search Mechanism.
J. Artif. Intell. Soft Comput. Res., 2020

The Dynamic Signature Verification Using population-Based Vertical Partitioning.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Signature Partitioning Using Selected Population-Based Algorithms.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

A Population-Based Method with Selection of a Search Operator.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

An interpretable fuzzy system in the on-line signature scalable verification.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Algorithm Based on Population With a Flexible Search Mechanism.
IEEE Access, 2019

The Method of Predicting Changes of a Dynamic Signature Using Possibilities of Population-Based Algorithms.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Hybrid Multi-population Based Approach for Controllers Structure and Parameters Selection.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018
Flexible Fuzzy PID Controller (FFPIDC) and a Nature-Inspired Method for Its Construction.
IEEE Trans. Ind. Informatics, 2018

Genetic Programming Algorithm for Designing of Control Systems.
Inf. Technol. Control., 2018

A new method for signature verification based on selection of the most important partitions of the dynamic signature.
Neurocomputing, 2018

Prediction of values of the dynamic signature features.
Expert Syst. Appl., 2018

Stability of Features Describing the Dynamic Signature Biometric Attribute.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Negative Space-Based Population Initialization Algorithm (NSPIA).
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Fuzzy-Genetic Approach to Identity Verification Using a Handwritten Signature.
Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling.
Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

Evolutionary Approach for Automatic Design of PID Controllers.
Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

2017
Design of Interpretable Fuzzy Systems
Studies in Computational Intelligence 684, Springer, ISBN: 978-3-319-52881-6, 2017

A Method for Genetic Selection of the Dynamic Signature Global Features' Subset.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

PID-Fuzzy Controllers with Dynamic Structure and Evolutionary Method for Their Construction.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

A Method for Changes Prediction of the Dynamic Signature Global Features over Time.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Stability Evaluation of the Dynamic Signature Partitions Over Time.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Fuzzy PID Controllers with FIR Filtering and a Method for Their Construction.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Hybrid Initialization in the Process of Evolutionary Learning.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
A new algorithm for identity verification based on the analysis of a handwritten dynamic signature.
Appl. Soft Comput., 2016

A New Approach to Nonlinear Modelling of Dynamic Systems Based on Fuzzy Rules.
Int. J. Appl. Math. Comput. Sci., 2016

Weighted Fuzzy Genetic Programming Algorithm for Structure and Parameters Selection of Fuzzy Systems for Nonlinear Modelling.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

An Idea of the Dynamic Signature Verification Based on a Hybrid Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

A New Approach to the Dynamic Signature Verification Aimed at Minimizing the Number of Global Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

New Approach for Interpretability of Neuro-Fuzzy Systems with Parametrized Triangular Norms.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015
A new approach to design of control systems using genetic programming.
Inf. Technol. Control., 2015

New Algorithm for On-line Signature Verification Using Characteristic Hybrid Partitions.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

Nonlinear Pattern Classification Using Fuzzy System and Hybrid Genetic-Imperialist Algorithm.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

On the Application of a Hybrid Genetic-Firework Algorithm for Controllers Structure and Parameters Selection.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

New Fast Algorithm for the Dynamic Signature Verification Using Global Features Values.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

A New Method for the Dynamic Signature Verification Based on the Stable Partitions of the Signature.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

A New Interpretability Criteria for Neuro-Fuzzy Systems for Nonlinear Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
New method for the on-line signature verification based on horizontal partitioning.
Pattern Recognit., 2014

A new method for designing neuro-fuzzy systems for nonlinear modelling with interpretability aspects.
Neurocomputing, 2014

On-line signature verification using vertical signature partitioning.
Expert Syst. Appl., 2014

The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

New Method for Dynamic Signature Verification Based on Global Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

New Method for Dynamic Signature Verification Using Hybrid Partitioning.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
On design of flexible neuro-fuzzy systems for nonlinear modelling.
Int. J. Gen. Syst., 2013

New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

New Approach for the On-Line Signature Verification Based on Method of Horizontal Partitioning.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Novel Algorithm for the On-Line Signature Verification Using Selected Discretization Points Groups.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Some Aspects of Evolutionary Designing Optimal Controllers.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Approach to Designing Interpretable Models of Dynamic Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012
Novel Online Speed Profile Generation for Industrial Machine Tool Based on Flexible Neuro-Fuzzy Approximation.
IEEE Trans. Ind. Electron., 2012

Novel Algorithm for the On-Line Signature Verification.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

A New Method to Construct of Interpretable Models of Dynamic Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

2010
Online Speed Profile Generation for Industrial Machine Tool Based on Neuro-fuzzy Approach.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

On Automatic Design of Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009
Neuro-fuzzy Systems.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

A New Method for Design and Reduction of Neuro-Fuzzy Classification Systems.
IEEE Trans. Neural Networks, 2009

A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis.
Proceedings of the Artificial Neural Networks, 2009

2008
On Differential Stroke Diagnosis by Neuro-fuzzy Structures.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Evolutionary learning of flexible neuro-fuzzy systems.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Rough-Neuro-Fuzzy Systems for Classification.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006
A Method for Designing Flexible Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

A New Method for Designing and Reduction of Neuro-Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Designing and learning of adjustable quasi-triangular norms with applications to neuro-fuzzy systems.
IEEE Trans. Fuzzy Syst., 2005

2004
Fuzzy Modelling with a Compromise Fuzzy Reasoning.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Neuro-fuzzy systems derived from quasi-triangular norms.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Errata to "Flexible neuro-fuzzy systems".
IEEE Trans. Neural Networks, 2003

Flexible neuro-fuzzy systems.
IEEE Trans. Neural Networks, 2003

A Flexible Connectionist Fuzzy System.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

2001
A General Approach to Neuro-Fuzzy Systems.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001


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