Piotr Kulczycki

Orcid: 0000-0001-8641-8886

Affiliations:
  • AGH University of Science and Technology, Cracow, Poland


According to our database1, Piotr Kulczycki authored at least 53 papers between 1997 and 2024.

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

Timeline

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Bibliography

2024
Quality of Outlier Detection.
Proceedings of the 45th International Conference on Information Systems, 2024

Classification of Wheat Species Using Convolutional Neural Networks: A Comparative Study.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2024

2022
Habitat suitability for wisents in the Carpathians - a model based on presence only data.
Ecol. Informatics, 2022

Deep Learning for Porous Media Classification Based on Micro-CT Images.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification.
Inf. Sci., 2021

Predicted Distribution Density Estimation for Streaming Data.
Proceedings of the Computational Science - ICCS 2021, 2021

Reconstruction of Long-Lived Particles in LHCb CERN Project by Data Analysis and Computational Intelligence Methods.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
Preface to Special Issue on Recent Advances in Machine Learning and its Applications.
J. Autom. Mob. Robotics Intell. Syst., 2020

Outlier Detection, Clustering, and Classification - Methodologically Unified Procedures for Conditional Approach.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019
Nature Inspired Clustering - Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm.
Proceedings of the Interactions Between Computational Intelligence and Mathematics Part 2, 2019

Preface to Special Issue on Contemporary Problems of Computer Science, Physics and Applied Mathematics.
J. Autom. Mob. Robotics Intell. Syst., 2019

Efficient Astronomical Data Condensation Using Approximate Nearest Neighbors.
Int. J. Appl. Math. Comput. Sci., 2019

Detection of Rare Elements in Investigation of Medical Problems.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018
Ensembling a Linear Eegression model with an error Mitigation Component.
J. Autom. Mob. Robotics Intell. Syst., 2018

Identification of atypical (rare) elements - a conditional, distribution-free approach.
IMA J. Math. Control. Inf., 2018

An evaluation of utilizing geometric features for wheat grain classification using X-ray images.
Comput. Electron. Agric., 2018

2017
Interval probabilistic neural network.
Neural Comput. Appl., 2017

Identification of atypical elements by transforming task to supervised form with fuzzy and intuitionistic fuzzy evaluations.
Appl. Soft Comput., 2017

Detection of Atypical Elements by Transforming Task to Supervised Form.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Detection of atypical elements with fuzzy and intuitionistic fuzzy evaluations.
Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

A Database Performance Polynomial Multiple Regression Model.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Data Clustering with Grasshopper Optimization Algorithm.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

On the Use of Nature Inspired Metaheuristic in Computer Game.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016
Discrimination of Wheat Grain Varieties Using X-Ray Images.
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

The Column-oriented Data Store Performance Considerations.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Clustering based on the Krill Herd Algorithm with Selected Validity Measures.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016

Clustering using flower pollination algorithm and Calinski-Harabasz index.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
The column-oriented database partitioning optimization based on the natural computing algorithms.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Classification of Interval Information with Data Drift.
Proceedings of the Modeling and Using Context, 2015

2014
An algorithm for reducing the dimension and size of a sample for data exploration procedures.
Int. J. Appl. Math. Comput. Sci., 2014

An Image Analysis Algorithm for Soil Structure Identification.
Proceedings of the Intelligent Systems'2014, 2014

Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Neural Classification for Interval Information.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013
An Algorithm of Classification for Nonstationary Case.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011
A Complete Gradient Clustering Algorithm.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
A complete gradient clustering algorithm formed with kernel estimators.
Int. J. Appl. Math. Comput. Sci., 2010

Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis.
Proceedings of the Artificial Intelligence: Methodology, 2010

2008
Kernel Estimators in Industrial Applications.
Proceedings of the Soft Computing Applications in Industry, 2008

Nonparametric Regression for Analyzing Correlation between Medical Parameters.
Proceedings of the Information Technologies in Biomedicine, 2008

Asymmetrical Conditional Bayes Parameter Identification for Control Engineering.
Cybern. Syst., 2008

Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2004
Soft time-suboptimal controlling structure for mechanical systems.
Proceedings of the Fourth International Workshop on Robot Motion and Control, 2004

Kernel estimators for analysis of systems with fuzzy uncertainties.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Rotational motion control of a spacecraft.
IEEE Trans. Autom. Control., 2003

2002
Statistical inference for fault detection: a complete algorithm based on kernel estimators.
Kybernetika, 2002

Fuzzy controller for a system with uncertain load.
Fuzzy Sets Syst., 2002

2000
Fuzzy controller for mechanical systems.
IEEE Trans. Fuzzy Syst., 2000

1997
Neural network for estimating conditional distributions.
IEEE Trans. Neural Networks, 1997


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