Krystian Lapa

According to our database, Krystian Lapa authored at least 56 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Increasing the explainability and trustiness of Wang-Mendel fuzzy system for classification problems.

Krystian Lapa

Appl. Soft Comput., 2024

2023

A New Approach to Detecting and Preventing Populations Stagnation Through Dynamic Changes in Multi-Population-Based Algorithms.

Krystian Lapa, Danuta Rutkowska, Aleksander Byrski, Christian Napoli

J. Artif. Intell. Soft Comput. Res., October, 2023

Multi-population-based Algorithms with Different Migration Topologies and Their Improvement by Population Re-initialization.

Krystian Lapa

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Multi-Population-Based Algorithm with an Exchange of Training Plans Based on Population Evaluation.

Krystian Lapa, Krzysztof Cpalka, Marek Kisiel-Dorohinicki, Józef Paszkowski, Maciej Debski, Van-Hung Le

J. Artif. Intell. Soft Comput. Res., 2022

A population-based algorithm with the selection of evaluation precision and size of the population.

Krzysztof Cpalka, Adam Slowik, Krystian Lapa

Appl. Soft Comput., 2022

A Multi-population-Based Algorithm with Different Ways of Subpopulations Cooperation.

Krzysztof Cpalka, Krystian Lapa, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

Population Management Approaches in the OPn Algorithm.

Krystian Lapa, Krzysztof Cpalka, Adam Slowik

Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020

Intelligent Approach to the Prediction of Changes in Biometric Attributes.

Marcin Zalasinski, Krystian Lapa, Magdalena Laskowska

IEEE Trans. Fuzzy Syst., 2020

Multipopulation Nature-Inspired Algorithm (MNIA) for the Designing of Interpretable Fuzzy Systems.

Adam Slowik, Krzysztof Cpalka, Krystian Lapa

IEEE Trans. Fuzzy Syst., 2020

On-Line Signature Partitioning Using a Population Based Algorithm.

Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka, Krzysztof Przybyszewski, Gary G. Yen

J. Artif. Intell. Soft Comput. Res., 2020

Evolutionary Algorithm with a Configurable Search Mechanism.

Krystian Lapa, Krzysztof Cpalka, Lukasz Laskowski, Andrzej Cader, Zhigang Zeng

J. Artif. Intell. Soft Comput. Res., 2020

A Population-Based Method with Selection of a Search Operator.

Krystian Lapa, Krzysztof Cpalka, Tacjana Niksa-Rynkiewicz, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Cascade PID Controller Optimization Using Bison Algorithm.

Anezka Kazikova, Krystian Lapa, Michal Pluhacek, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2020

An interpretable fuzzy system in the on-line signature scalable verification.

Marcin Zalasinski, Krzysztof Cpalka, Krystian Lapa

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Meta-optimization of multi-objective population-based algorithms using multi-objective performance metrics.

Krystian Lapa

Inf. Sci., 2019

On Explainable Fuzzy Recommenders and their Performance Evaluation.

Tomasz Rutkowski, Krystian Lapa, Radoslaw Nielek

Int. J. Appl. Math. Comput. Sci., 2019

Algorithm Based on Population With a Flexible Search Mechanism.

Krystian Lapa, Krzysztof Cpalka, Marcin Zalasinski

IEEE Access, 2019

On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information Criterion.

Tomasz Rutkowski, Krystian Lapa, Maciej Jaworski, Radoslaw Nielek, Danuta Rutkowska

Proceedings of the Neural Information Processing - 26th International Conference, 2019

The Method of Predicting Changes of a Dynamic Signature Using Possibilities of Population-Based Algorithms.

Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka, Alina Marchlewska

Proceedings of the Artificial Intelligence and Soft Computing, 2019

On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques.

Tomasz Rutkowski, Krystian Lapa, Robert Nowicki, Radoslaw Nielek, Konrad Grzanek

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Hybrid Multi-population Based Approach for Controllers Structure and Parameters Selection.

Krystian Lapa, Krzysztof Cpalka, Józef Paszkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Flexible Fuzzy PID Controller (FFPIDC) and a Nature-Inspired Method for Its Construction.

Krystian Lapa, Krzysztof Cpalka

IEEE Trans. Ind. Informatics, 2018

Genetic Programming Algorithm for Designing of Control Systems.

Krzysztof Cpalka, Krystian Lapa, Andrzej Przybyl

Inf. Technol. Control., 2018

Prediction of values of the dynamic signature features.

Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka

Expert Syst. Appl., 2018

Multi-Objective Evolutionary Instance Selection for Regression Tasks.

Miroslaw Kordos, Krystian Lapa

Entropy, 2018

Negative Space-Based Population Initialization Algorithm (NSPIA).

Krystian Lapa, Krzysztof Cpalka, Andrzej Przybyl, Konrad Grzanek

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Obtaining Pareto Front in Instance Selection with Ensembles and Populations.

Miroslaw Kordos, Marcin Wydrzynski, Krystian Lapa

Proceedings of the Artificial Intelligence and Soft Computing, 2018

New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling.

Krystian Lapa, Krzysztof Cpalka, Leszek Rutkowski

Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

Evolutionary Approach for Automatic Design of PID Controllers.

Krystian Lapa, Krzysztof Cpalka

Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

2017

PID-Fuzzy Controllers with Dynamic Structure and Evolutionary Method for Their Construction.

Krystian Lapa, Krzysztof Cpalka

Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

Population-Based Algorithm with Selectable Evolutionary Operators for Nonlinear Modeling.

Krystian Lapa

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.

Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka, Takamichi Saito

Proceedings of the Artificial Intelligence and Soft Computing, 2017

A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators.

Krystian Lapa, Krzysztof Cpalka, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Fuzzy PID Controllers with FIR Filtering and a Method for Their Construction.

Krystian Lapa, Krzysztof Cpalka, Andrzej Przybyl, Takamichi Saito

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Hybrid Initialization in the Process of Evolutionary Learning.

Krystian Lapa, Krzysztof Cpalka, Yoichi Hayashi

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Weighted Fuzzy Genetic Programming Algorithm for Structure and Parameters Selection of Fuzzy Systems for Nonlinear Modelling.

Krystian Lapa, Krzysztof Cpalka

Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

Elastic FOPID+FIR Controller Design Using Hybrid Population-Based Algorithm.

Krystian Lapa

Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

A New Algorithm for Online Management of Fuzzy Rules Base for Nonlinear Modeling.

Krystian Lapa

Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

The Method of the Evolutionary Designing the Elastic Controller Structure.

Andrzej Przybyl, Krystian Lapa, Jacek Szczypta, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Aspects of Evolutionary Construction of New Flexible PID-fuzzy Controller.

Krystian Lapa, Jacek Szczypta, Takamichi Saito

Proceedings of the Artificial Intelligence and Soft Computing, 2016

New Approach for Interpretability of Neuro-Fuzzy Systems with Parametrized Triangular Norms.

Krystian Lapa, Krzysztof Cpalka, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2016

New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming.

Krystian Lapa, Krzysztof Cpalka, Petia D. Koprinkova-Hristova

Proceedings of the Artificial Intelligence and Soft Computing, 2016

New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base.

Krystian Lapa, Krzysztof Cpalka, Yoichi Hayashi

Proceedings of the Artificial Intelligence and Soft Computing, 2016

A New Method for Generating of Fuzzy Rules for the Nonlinear Modelling Based on Semantic Genetic Programming.

Lukasz Bartczuk, Krystian Lapa, Petia D. Koprinkova-Hristova

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

A new approach to design of control systems using genetic programming.

Krzysztof Cpalka, Krystian Lapa, Andrzej Przybyl

Inf. Technol. Control., 2015

Aspects of Structure Selection and Parameters Tuning of Control Systems Using Hybrid Genetic-Fruit Fly Algorithm.

Jacek Szczypta, Krystian Lapa

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.

Krystian Lapa, Krzysztof Cpalka

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.

Krystian Lapa, Krzysztof Cpalka

Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

Aspects of Structure and Parameters Selection of Control Systems Using Selected Multi-Population Algorithms.

Krystian Lapa, Jacek Szczypta, Rajasekar Venkatesan

Proceedings of the Artificial Intelligence and Soft Computing, 2015

A New Interpretability Criteria for Neuro-Fuzzy Systems for Nonlinear Classification.

Krystian Lapa, Krzysztof Cpalka, Alexander I. Galushkin

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014

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

Krzysztof Cpalka, Krystian Lapa, Andrzej Przybyl, Marcin Zalasinski

Neurocomputing, 2014

Aspects of the Selection of the Structure and Parameters of Controllers Using Selected Population Based Algorithms.

Jacek Szczypta, Krystian Lapa, Zhifei Shao

Proceedings of the Artificial Intelligence and Soft Computing, 2014

New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability.

Krystian Lapa, Krzysztof Cpalka, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features.

Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka

Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling.

Krystian Lapa, Marcin Zalasinski, Krzysztof Cpalka

Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Approach to Designing Interpretable Models of Dynamic Systems.

Krystian Lapa, Andrzej Przybyl, Krzysztof Cpalka

Proceedings of the Artificial Intelligence and Soft Computing, 2013