Krzysztof Pancerz

Orcid: 0000-0002-5452-6310

According to our database1, Krzysztof Pancerz authored at least 117 papers between 2003 and 2023.

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Bibliography

2023
An application of raman spectroscopy in combination with machine learning to determine gastric cancer spectroscopy marker.
Comput. Methods Programs Biomed., June, 2023

Ontologically Enriched Rough Set Based Reasoning in Medical Databases with Linguistic Data.
Proceedings of the Information Systems and Technologies, 2023

Determining Reference Spectra for Medical Diagnosis Using Clustering Methods.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

A Preliminary Research on Automatic Identification of Melanocytic Skin Lesions from Digital Images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022
COVID-19 antibody level analysis with feature selection approach.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021
Analysis of Medical Multi-class Decision Problems with Classification and Prediction Software System (CLAPSS).
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Application of the Fuzzy Logic to Evaluation and Selection of Attribute Ranges in Machine Learning.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Rough Set Based Description of Plasmodium Propagation.
Int. J. Unconv. Comput., 2020

Ant-Based Clustering for Flow Graph Mining.
Int. J. Appl. Math. Comput. Sci., 2020

Experiments with Fuzzification of MMPI Profiles for the Classification Task.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Dealing with Polysemy in the Polish Sign Language Using the OWL Ontology.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019
Discovering Flow Graphs from Data Tables Using the Classification and Prediction Software System (CLAPSS).
Proceedings of the Rough Sets - International Joint Conference, 2019

Automatic Recognition of Melody Similarity.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

A Fuzzy Set Tool in the Classification and Prediction Software System (CLAPSS) (short paper).
Proceedings of the 28th International Workshop on Concurrency, 2019

2018
Generational Feature Elimination and Some Other Ranking Feature Selection Methods.
Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018

Petri net models for Physarum machines built to realise Boolean functions.
Int. J. Parallel Emergent Distributed Syst., 2018

Slime Mould Games Based on Rough Set Theory.
Int. J. Appl. Math. Comput. Sci., 2018

Determining Importance of Ranges of MMPI Scales Using Fuzzification and Relevant Attribute Selection.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Experiments with Consistency-Based Preprocessing of MMPI Data for Classification Tasks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Experiments with Classification of MMPI Profiles using Fuzzy Decision Trees.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017
Petri Nets over Ontological Graphs: Conception and Application for Modelling Tasks of Robots.
Proceedings of the Rough Sets - International Joint Conference, 2017

A Measure of Inconsistency for Simple Decision Systems over Ontological Graphs.
Proceedings of the Rough Sets - International Joint Conference, 2017

Rough Sets for Trees of Executions.
Proceedings of the Position Papers of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Feature Selection Methods Applied to Severe Brain Damages Data.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016
A Rough Set Version of the Go Game on Physarum Machines.
EAI Endorsed Trans. Scalable Inf. Syst., 2016

Paradigmatic and Syntagmatic Relations in Information Systems over Ontological Graphs.
Fundam. Informaticae, 2016

Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them.
EAI Endorsed Trans. Creative Technol., 2016

Computer-aided analysis of data from evaluation sheets of subjects with autism spectrum disorders.
Bio Algorithms Med Syst., 2016

Random Forest Feature Selection for Data Coming from Evaluation Sheets of Subjects with ASDs.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Rough Set Based Approximations of Classes in the OWL Ontology of Places in Poland (extended abstract).
Proceedings of the 25th International Workshop on Concurrency, 2016

2015
Estimation of a Healthcare System Based on the Importance Analysis.
Proceedings of the Computational Intelligence, Medicine and Biology - Selected Links, 2015

Some Issues on an Object-Oriented Programming Language for Physarum Machines.
Proceedings of the Applications of Computational Intelligence in Biomedical Technology, 2015

A Tool for Computer-Aided Diagnosis of Psychological Disorders Based on the MMPI Test: An Overview.
Proceedings of the Applications of Computational Intelligence in Biomedical Technology, 2015

Toward Qualitative Assessment of Rough Sets in Terms of Decision Attribute Values in Simple Decision Systems over Ontological Graphs.
Trans. Rough Sets, 2015

Rough set models of <i>Physarum</i> machines.
Int. J. Gen. Syst., 2015

Ant-Based Extraction of Rules in Simple Decision Systems over Ontological Graphs.
Int. J. Appl. Math. Comput. Sci., 2015

Roughness in Timed Transition Systems Modeling Propagation of Plasmodium.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

PhysarumSoft - a software tool for programming Physarum machines and simulating Physarum games.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Consistency-Based Preprocessing for Classification of Data Coming from Evaluation Sheets of Subjects with ASDs.
Proceedings of the Position Papers of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Petri Net Models of Simple Rule-Based Systems for Programming Physarum Machines.
Proceedings of the 24th International Workshop on Concurrency, 2015

Estimation and Feature Selection by Application of Knowledge Mined from Decision Rules Models.
Proceedings of the 24th International Workshop on Concurrency, 2015

Toward Synchronization of EEG and Eye-tracking Data Using an Expert System.
Proceedings of the 24th International Workshop on Concurrency, 2015

Interfaces in a Game-theoretic Setting for Controlling the Plasmodium Motions.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Rule-Based Classification of Patients Screened with the MMPI Test in the Copernicus System.
Proceedings of the Advanced Intelligent Computational Technologies and Decision Support Systems, 2014

Encoding symbolic features in simple decision systems over ontological graphs for PSO and neural network based classifiers.
Neurocomputing, 2014

Towards an Object-Oriented Programming Language for Physarum Polycephalum Computing: A Petri Net Model Approach.
Fundam. Informaticae, 2014

Towards Assessment of Innovativeness Economy Determinant Correlation: the Double Self-Organizing Feature Map Approach.
Fundam. Informaticae, 2014

Fuzzy Decision Tree Based Classification of Psychometric Data.
Proceedings of the Position Papers of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Timed Transition System Models for Programming Physarum Machines.
Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29, 2014

Mining Real-Estate Listings Based on Decision Systems over Ontological Graphs.
Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29, 2014

Towards Logic Circuits based on Physarum Polycephalum Machines - The Ladder Diagram Approach.
Proceedings of the BIODEVICES 2014, 2014

Bio-Inspired Game Theory: The Case of Physarum Polycephalum.
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

2013
Ant Colony Inspired Clustering Based on the Distribution Function of the Similarity of Attributes.
Proceedings of the Advanced Methods for Computational Collective Intelligence, 2013

Computer-Aided Diagnosis of Laryngopathies in the LabVIEW Environment: Exemplary Implementation.
Proceedings of the Advances in Intelligent Analysis of Medical Data and Decision Support Systems, 2013

Knowledge Representation and Automated Methods of Searching for Information in Bibliographical Data Bases: A Rough Set Approach.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

ROSECON: a Computer Tool for Synthesis and Verification of Concurrent Systems Specified by Information Systems.
Fundam. Informaticae, 2013

A Rough Set Approach to Information Systems Decomposition.
Fundam. Informaticae, 2013

Ant-Based Clustering in Delta Episode Information Systems Based on Temporal Rough Set Flow Graphs.
Fundam. Informaticae, 2013

Some Remarks on Complex Information Systems over Ontological Graphs.
Proceedings of the Man-Machine Interactions 3, 2013

SOM Based Segmentation of Visual Stimuli in Diagnosis and Therapy of Neuropsychological Disorders.
Proceedings of the Man-Machine Interactions 3, 2013

Semantic relationships and approximations of sets: An ontological graph based approach.
Proceedings of the 6th International Conference on Human System Interactions, 2013

Failure Analysis and Estimation of the Healthcare System.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Towards Determining Syntactic Complexity of Visual Stimuli Used in Art Therapy.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Towards an Object-Oriented Programming Language for Physarum Polycephalum Computing.
Proceedings of the 22nd International Workshop on Concurrency, 2013

Decision Rules in Simple Decision Systems over Ontological Graphs.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012
Belief Networks in Classification of Laryngopathies Based on Speech Spectrum Analysis.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Toward Information Systems over Ontological Graphs.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Ant Based Clustering of Two-Class Sets with Well Categorized Objects.
Proceedings of the Advances in Computational Intelligence, 2012

Classification of Speech Signals through Ant Based Clustering of Time Series.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

LARDISS - a Tool for Computer Aided Diagnosis of Laryngopathies.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Dominance-Based Rough Set Approach for Decision Systems over Ontological Graphs.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Classification of Voice Signals through Mining Unique Episodes in Temporal Information Systems: A Rough Set Approach.
Proceedings of the 21th International Workshop on Concurrency, 2012

Rough Set Flow Graphs and Ant Based Clustering in Classification of Disturbed Periodic Biosignals.
Proceedings of the 21th International Workshop on Concurrency, 2012

Self-Organizing Feature Maps in Correlating Groups of Time Series: Experiments with Indicators Describing Entrepreneurship.
Proceedings of the 21th International Workshop on Concurrency, 2012

A Rule-based Classification of Laryngopathies based on Spectrum Disturbance Analysis - An Exemplary Study.
Proceedings of the BIOSIGNALS 2012, 2012

Complex Network Properties of Eye-tracking in the Face Recognition Process - An Initial Study.
Proceedings of the BIOSIGNALS 2012, 2012

2011
Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles.
Int. J. Comput. Intell. Syst., 2011

Recurrent Neural Networks in Computer-Based Clinical Decision Support for Laryngopathies: An Experimental Study.
Comput. Intell. Neurosci., 2011

Ant Based Clustering of Time Series Discrete Data - A Rough Set Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

The Use of Strategies of Normalized Correlation in the Ant-Based Clustering Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

A Constructive Feature Induction Mechanism Founded on Evolutionary Strategies with Fitness Functions Generated on the Basis of Decision Trees.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Synthesis of Synchronized Concurrent Systems Specified by Information Systems.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Ant Based Clustering of MMPI Data - An Experimental Study.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011

A Bezier Curve Approximation of the Speech Signal in the Classification Process of Laryngopathies.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Validation of Data Categorization Using Extensions of Information Systems: Experiments on Melanocytic Skin Lesion Data.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Improving Learning Ability of Recurrent Neural Networks - Experiments on Speech Signals of Patients with Laryngopathies.
Proceedings of the BIOSIGNALS 2011, 2011

Copernicus - An Expert System Supporting Differential Diagnosis of Patients Examined using the MMPI Test - An Index-rule Approach.
Proceedings of the HEALTHINF 2011, 2011

2010
On Computing Extensions and Restrictions of Information Systems Noting Some Order Properties.
Fundam. Informaticae, 2010

Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal.
Bio Algorithms Med Syst., 2010

A New Hybrid Method of Generation of Decision Rules Using the Constructive Induction Mechanism.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Classification of MMPI Profiles of Patients with Mental Disorders - Experiments with Attribute Reduction and Extension.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Computer-based clinical decision support for laryngopathies using recurrent neural networks.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Matching ontological subgraphs to concepts: A preliminary rough set approach.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Towards Computer Diagnosis of Laryngopathies based on Speech Spectrum Analysis - A Preliminary Approach.
Proceedings of the BIOSIGNALS 2010, 2010

2009
Some Issues on Extensions of Information and Dynamic Information Systems.
Proceedings of the Foundations of Computational Intelligence, 2009

Extensions of Information Systems: The Rough Set Perspective.
Trans. Rough Sets, 2009

The Outline of an Ontology for the Rough Set Theory and its Applications.
Fundam. Informaticae, 2009

Extensions of Multistage Decision Transition Systems: The Rough Set Perspective.
Proceedings of the Man-Machine Interactions, 2009

2008
Rough Set Flow Graphs and Max - * Fuzzy Relation Equations in State Prediction Problems.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

2007
Towards Efficient Computing Consistent and Partially Consistent Extensions of Information Systems.
Fundam. Informaticae, 2007

Flow Graphs as a Tool for Mining Prediction Rules of Changes of Components in Temporal Information Systems.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

2006
Reconstruction of Concurrent System Models Described by Decomposed Data Tables.
Fundam. Informaticae, 2006

A Petri Net System - an Overview.
Fundam. Informaticae, 2006

2005
Restriction-Based Concurrent System Design Using the Rough Set Formalism.
Fundam. Informaticae, 2005

On Consistent and Partially Consistent Extensions of Information Systems.
Proceedings of the Rough Sets, 2005

Some Remarks on Computing Consistent Extensions of Dynamic Information Systems.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

Prediction of Model Changes of Concurrent Systems Described by Temporal Information Systems.
Proceedings of The 2005 International Conference on Data Mining, 2005

The ROSECON System - a Computer Tool for Modelling and Analysing of Processes.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

Automated discovering concurrent models from data tables - an overview of algorithms.
Proceedings of the 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), 2005

2004
Discovery of Asynchronous Concurrent Models from Experimental Tables.
Fundam. Informaticae, 2004

Discovering Concurrent Models from Data Tables with the ROSECON System.
Fundam. Informaticae, 2004

On Fuzzy Reasoning Using Matrix Representation of Extended Fuzzy Petri Nets.
Fundam. Informaticae, 2004

Approximate Petri Nets for Rule-Based Decision Making.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

2003
Synthesis of Petri Net Models: A Rough Set Approach.
Fundam. Informaticae, 2003

Modelling Concurrent Systems Specified by Dynamic Information Systems: A Rough Set Approach.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

A Synthesis of Concurrent Systems: A Rough Set Approach.
Proceedings of the Rough Sets, 2003


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