K. Pancerz

发表

Classifiers from Granulated Data Sets: Concept Dependent and Layered Granulation

K. Pancerz, Zofia Matusiewicz, 2007 .

Rough Set Description of Strategy Games on Physarum Machines

K. Pancerz, A. Schumann, 2017 .

Development of novel spectroscopic and machine learning methods for the measurement of periodic changes in COVID-19 antibody level

K. Pancerz, Z. Guleken, Yeşim Tuyji Tok, 2022, Measurement.

Clustering and Visualization of Bankruptcy Patterns Using the Self-Organizing Maps

Krzysztof Pancerz, Andrzej Burda, K. Pancerz, 2014 .

Consistency-Based vs. Similarity-Based Prediction Using Extensions of Information Systems – An Experimental Study

K. Pancerz, 2009 .

On Fuzzy Reasoning Using Matrix Representation of Extended Fuzzy Petri Nets

Krzysztof Pancerz, Zbigniew Suraj, James F. Peters, 2003, Fundam. Informaticae.

The knowledge base for computer-aided diagnosis of mental disorders based on psychometric tests

Krzysztof Pancerz, Andrzej Burda, Jerzy Gomula, 2014, The 10th International Conference on Digital Technologies 2014.

Modelling and Forecasting Cash Withdrawals in the Bank

K. Pancerz, M. Kowerski, A. Burda, 2015 .

Apocynin reduces cytotoxic effects of monosodium glutamate in the brain: A spectroscopic, oxidative load, and machine learning study.

K. Pancerz, Z. Guleken, P. Jakubczyk, 2022, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

Determination of idiopathic female infertility from infrared spectra of follicle fluid combined with gonadotrophin levels, multivariate analysis and machine learning methods.

K. Pancerz, N. Tarhan, Z. Guleken, 2022, Photodiagnosis and photodynamic therapy.

Context-Based Games and Physarum Policephalum as Simulation Model

M. Grube, K. Pancerz, Andrew, 2014 .

COVID-19 antibody level analysis with feature selection approach

C. Stoean, K. Pancerz, Wieslaw Paja, 2022, Procedia Computer Science.

International workshop on Artificial Intelligence in Medical Applications

Jerzy W. Grzymala-Busse, Krzysztof Pancerz, Jaime S. Cardoso, 2013, FedCSIS 2013.

Logics for Physarum Chips

K. Pancerz, A. Schumann, 2016 .

Blood serum lipid profiling may improve the management of recurrent miscarriage: a combination of machine learning of mid-infrared spectra and biochemical assays

K. Pancerz, Z. Guleken, P. Jakubczyk, 2022, Analytical and Bioanalytical Chemistry.

Correlation between human colon cancer specific antigens and Raman spectra. Attempting to use Raman spectroscopy in the determination of tumor markers for colon cancer.

I. Yaylim, S. Arıkan, K. Pancerz, 2023, Nanomedicine : nanotechnology, biology, and medicine.

On selected functionality of the classification and prediction software system (CLAPSS)

Krzysztof Pancerz, K. Pancerz, 2015, 2015 International Conference on Information and Digital Technologies.

Application of the BORUTA Algorithm to Input Data Selection for a Model Based on Rough Set Theory (RST) to Prediction Energy Consumption for Building Heating

Krzysztof Pancerz, Tomasz Szul, Sylwester Tabor, 2021, Energies.

A Rough Set Approach to Information Systems Decomposition

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2013, Fundam. Informaticae.

Rough Set Flow Graphs and Max - * Fuzzy Relation Equations in State Prediction Problems

Krzysztof Pancerz, Zofia Matusiewicz, K. Pancerz, 2008, RSCTC.

Increased levels of nerve growth factor accompany oxidative load in recurrent pregnancy loss. Machine learning applied to FT-Raman spectra study

K. Pancerz, Z. Guleken, P. Jakubczyk, 2023, Bioprocess and Biosystems Engineering.

The temporal inference with the use of ant-based clustering algorithm and flow graphs in the problem of prognosing complications of medical surgical procedures

K. Pancerz, A. Lewicki, L. Puzio, 2021, Human Technology.

Ant–Based Clustering for Flow Graph Mining

Krzysztof Pancerz, Arkadiusz Lewicki, K. Pancerz, 2020, Int. J. Appl. Math. Comput. Sci..

A Fuzzy Set Tool in the Classification and Prediction Software System (CLAPSS) (short paper)

Krzysztof Pancerz, Jaromir Sarzynski, K. Pancerz, 2019, CS&P.

Slime Mould Games Based on Rough Set Theory

Andrew Schumann, Krzysztof Pancerz, K. Pancerz, 2018, Int. J. Appl. Math. Comput. Sci..

Quantitative Assessment of Ambiguities in Plasmodium Propagation in Terms of Complex Networks and Rough Sets

Krzysztof Pancerz, K. Pancerz, 2017 .

Towards the Ontology of Places in Poland: an Example of the Mazowieckie Voivodship

Krzysztof Pancerz, Piotr Grochowalski, Aneta Derkacz, 2016, Barometr Regionalny. Analizy i Prognozy.

On selected data preprocessing procedures with the Classification and Prediction Software System (CLAPSS)

Krzysztof Pancerz, Piotr Grochowalski, Wieslaw Paja, 2016, 2016 International Conference on Information and Digital Technologies (IDT).

Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them

Krzysztof Pancerz, Jaroslaw Szkola, Boleslaw Jaskula, 2016, EAI Endorsed Trans. Creative Technol..

A Rough Set Version of the Go Game on Physarum Machines

Andrew Schumann, Krzysztof Pancerz, K. Pancerz, 2016, EAI Endorsed Trans. Scalable Inf. Syst..

Rough Set Based Approximations of Classes in the OWL Ontology of Places in Poland (extended abstract)

Krzysztof Pancerz, Piotr Grochowalski, Tomasz Szul, 2016, CS&P.

Paradigmatic and Syntagmatic Relations in Information Systems over Ontological Graphs

Krzysztof Pancerz, K. Pancerz, 2016, Fundam. Informaticae.

PhysarumSoft - a software tool for programming Physarum machines and simulating Physarum games

Andrew Schumann, Krzysztof Pancerz, K. Pancerz, 2015, 2015 Federated Conference on Computer Science and Information Systems (FedCSIS).

Consistency-Based Preprocessing for Classification of Data Coming from Evaluation Sheets of Subjects with ASDs

Krzysztof Pancerz, Jerzy Gomula, Aneta Derkacz, 2015, FedCSIS.

Ant-based extraction of rules in simple decision systems over ontological graphs

Krzysztof Pancerz, Ryszard Tadeusiewicz, Arkadiusz Lewicki, 2015, Int. J. Appl. Math. Comput. Sci..

Rough set models of Physarum machines

Andrew Schumann, Krzysztof Pancerz, K. Pancerz, 2015, Int. J. Gen. Syst..

Numerical Data Clustering Algorithms in Mining Real Estate Listings

Krzysztof Pancerz, Olga Mich, K. Pancerz, 2015, Barometr Regionalny. Analizy i Prognozy.

Fuzzy Decision Tree Based Classification of Psychometric Data

Krzysztof Pancerz, Elena N. Zaitseva, Vitaly G. Levashenko, 2014, FedCSIS.

Extracting Decision Rules from Linguistic Data Describing Economic Phenomena. The Approach Based on Decision Systems over Ontological Graphs and PSO

Krzysztof Pancerz, Arkadiusz Lewicki, K. Pancerz, 2014, Barometr Regionalny. Analizy i Prognozy.

Mining Real-Estate Listings Based on Decision Systems over Ontological Graphs

Krzysztof Pancerz, Olga Mich, K. Pancerz, 2014, CS&P.

ROSECON: a Computer Tool for Synthesis and Verification of Concurrent Systems Specified by Information Systems

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2013, Fundam. Informaticae.

Semantic relationships and approximations of sets: An ontological graph based approach

Krzysztof Pancerz, K. Pancerz, 2013, 2013 6th International Conference on Human System Interactions (HSI).

Multiway classification of MMPI profiles

Daniel Jachyra, Krzysztof Pancerz, Daniel Jachyra, 2013, The International Conference on Digital Technologies 2013.

Ant-Based Clustering in Delta Episode Information Systems Based on Temporal Rough Set Flow Graphs

Krzysztof Pancerz, Ryszard Tadeusiewicz, Jan Warchol, 2013, Fundam. Informaticae.

LARDISS — A tool for computer aided diagnosis of laryngopathies

Krzysztof Pancerz, Jaroslaw Szkola, Jan Warchol, 2012, 2012 Federated Conference on Computer Science and Information Systems (FedCSIS).

Dominance-Based Rough Set Approach for decision systems over ontological graphs

Krzysztof Pancerz, K. Pancerz, 2012, 2012 Federated Conference on Computer Science and Information Systems (FedCSIS).

Classification of Voice Signals through Mining Unique Episodes in Temporal Information Systems: A Rough Set Approach

Krzysztof Pancerz, Wieslaw Paja, Jan Warchol, 2012, CS&P.

Validation of data categorization using extensions of information systems: Experiments on melanocytic skin lesion data

Krzysztof Pancerz, Grzegorz Owsiany, Lukasz Piatek, 2011, 2011 Federated Conference on Computer Science and Information Systems (FedCSIS).

Ant Based Clustering of MMPI Data - An Experimental Study

Krzysztof Pancerz, Ryszard Tadeusiewicz, Arkadiusz Lewicki, 2011, RSKT.

Recurrent Neural Networks in Computer-Based Clinical Decision Support for Laryngopathies: An Experimental Study

Krzysztof Pancerz, Jaroslaw Szkola, Jan Warchol, 2011, Comput. Intell. Neurosci..

Computer-aided diagnosis of patients with mental disorders using the Copernicus system

Krzysztof Pancerz, Jaroslaw Szkola, Jerzy Gomula, 2011, 2011 4th International Conference on Human System Interactions, HSI 2011.

Matching ontological subgraphs to concepts: A preliminary rough set approach

Krzysztof Pancerz, Piotr Grochowalski, K. Pancerz, 2010, 2010 10th International Conference on Intelligent Systems Design and Applications.

Prediction with temporal rough set flow graphs: The eigen fuzzy sets perspective

Krzysztof Pancerz, Zofia Matusiewicz, K. Pancerz, 2010, 3rd International Conference on Human System Interaction.

On Computing Extensions and Restrictions of Information Systems Noting Some Order Properties

Krzysztof Pancerz, Marek Palasinski, K. Pancerz, 2010, Fundam. Informaticae.

A new version of ROSECON - A software tool for modeling and analyzing systems of processes working together

Krzysztof Pancerz, K. Pancerz, 2009, 2009 2nd Conference on Human System Interactions.

Consistency-based prediction using extensions of information systems —An experimental study

K. Pancerz, K. Pancerz, 2008, 2008 Conference on Human System Interactions.

Extensions of Dynamic Information Systems in State Prediction Problems: the First Study

Krzysztof Pancerz, K. Pancerz, 2008 .

Towards Efficient Computing Consistent and Partially Consistent Extensions of Information Systems

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2007, Fundam. Informaticae.

The ROSECON System - a Computer Tool for Modelling and Analysing of Processes

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

Some remarks on computing consistent extensions of dynamic information systems

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2005, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05).

Automated discovering concurrent models from data tables - an overview of algorithms

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2005, The 3rd ACS/IEEE International Conference onComputer Systems and Applications, 2005..

Modelling Concurrent Systems Specified by Dynamic Information Systems: A Rough Set Approach

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2003, RSKD.

The Synthesis of Concurrent Systems Specified by Information Systems with Using the Coloured Petri Nets

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2002 .

On Consistent and Partially Consistent Extensions of Information Systems

Krzysztof Pancerz, Zbigniew Suraj, Grzegorz Owsiany, 2005, RSFDGrC.

Dealing with Polysemy in the Polish Sign Language Using the OWL Ontology

Krzysztof Pancerz, Wojciech Koziol, Kazimierz Sikora, 2020, KES.

Belief Networks in Classification of Laryngopathies Based on Speech Spectrum Analysis

Krzysztof Pancerz, Teresa Mroczek, Jan Warchol, 2012, RSKT.

Ant Based Clustering of Time Series Discrete Data - A Rough Set Approach

Krzysztof Pancerz, Ryszard Tadeusiewicz, Arkadiusz Lewicki, 2011, SEMCCO.

A Synthesis of Concurrent Systems: A Rough Set Approach

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2003, RSFDGrC.

Computer-Aided Diagnosis of Laryngopathies in the LabVIEW Environment: Exemplary Implementation

Krzysztof Pancerz, Jaroslaw Szkola, Jan Warchol, 2013, Advances in Intelligent Analysis of Medical Data and Decision Support Systems.

Some Issues on Extensions of Information and Dynamic Information Systems

Krzysztof Pancerz, K. Pancerz, 2009, Foundations of Computational Intelligence.

Extensions of Multistage Decision Transition Systems: The Rough Set Perspective

Krzysztof Pancerz, K. Pancerz, 2009, ICMMI.

Failure analysis and estimation of the healthcare system

Krzysztof Pancerz, Miroslav Kvassay, Elena N. Zaitseva, 2013, 2013 Federated Conference on Computer Science and Information Systems.

Estimation of a Healthcare System Based on the Importance Analysis

Krzysztof Pancerz, Miroslav Kvassay, Elena N. Zaitseva, 2015, Computational Intelligence, Medicine and Biology - Selected Links.

Interfaces in a Game-theoretic Setting for Controlling the Plasmodium Motions

Andrew Schumann, Krzysztof Pancerz, K. Pancerz, 2015, BIOSIGNALS.

Experiments with Recognition of Melody Similarities Based on Human Independent Parameters

Krzysztof Pancerz, Tomasz Grębski, Piotr Kulicki, 2019, 2019 International Conference on Information and Digital Technologies (IDT).

From unstructured data included in real-estate listings to information systems over ontological graphs

Krzysztof Pancerz, Piotr Grochowalski, K. Pancerz, 2017, 2017 International Conference on Information and Digital Technologies (IDT).

An application of raman spectroscopy in combination with machine learning to determine gastric cancer spectroscopy marker

I. Yaylim, S. Arıkan, K. Pancerz, 2023, Comput. Methods Programs Biomed..

Ant Colony Inspired Clustering Based on the Distribution Function of the Similarity of Attributes

Krzysztof Pancerz, Ryszard Tadeusiewicz, Arkadiusz Lewicki, 2013, Advanced Methods for Computational Collective Intelligence.

Rough Set Flow Graphs and Ant Based Clustering in Classification of Disturbed Periodic Biosignals

Krzysztof Pancerz, Ryszard Tadeusiewicz, Jan Warchol, 2012, CS&P.

Experiments with Classification of MMPI Profiles Using Fuzzy Decision Trees

Krzysztof Pancerz, Elena N. Zaitseva, Vitaly G. Levashenko, 2018, 2018 Federated Conference on Computer Science and Information Systems (FedCSIS).

Towards Assessment of Indicators Influence on Innovativeness of Countries' Economies: Selected Soft Computing Approaches

K. Pancerz, M. Czyżewska, Jaroslaw Szkola, 2014 .

Discovering Flow Graphs from Data Tables Using the Classification and Prediction Software System (CLAPSS)

Krzysztof Pancerz, Arkadiusz Lewicki, Jaromir Sarzynski, 2019, IJCRS.

A Measure of Inconsistency for Simple Decision Systems over Ontological Graphs

Krzysztof Pancerz, K. Pancerz, 2017, IJCRS.

FTIR, RAMAN and biochemical tools to detect reveal of oxidative Stress-Related lipid and protein changes in fibromyalgia

K. Pancerz, Z. Guleken, P. Jakubczyk, 2023, Infrared Physics & Technology.

Generational Feature Elimination and Some Other Ranking Feature Selection Methods

Krzysztof Pancerz, Wieslaw Paja, Piotr Grochowalski, 2018, Advances in Feature Selection for Data and Pattern Recognition.

Application of the Fuzzy Logic to Evaluation and Selection of Attribute Ranges in Machine Learning

Krzysztof Pancerz, Wieslaw Paja, Barbara Pekala, 2021, 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Determining Importance of Ranges of MMPI Scales Using Fuzzification and Relevant Attribute Selection

Krzysztof Pancerz, Wieslaw Paja, Jerzy Gomula, 2018, KES.

Classification of Speech Signals through Ant Based Clustering of Time Series

Krzysztof Pancerz, Ryszard Tadeusiewicz, Jaroslaw Szkola, 2012, ICCCI.

Ant Based Clustering of Two-Class Sets with Well Categorized Objects

Krzysztof Pancerz, Ryszard Tadeusiewicz, Arkadiusz Lewicki, 2012, IPMU.

The Use of Strategies of Normalized Correlation in the Ant-Based Clustering Algorithm

Krzysztof Pancerz, Ryszard Tadeusiewicz, Arkadiusz Lewicki, 2011, SEMCCO.

SOM Based Segmentation of Visual Stimuli in Diagnosis and Therapy of Neuropsychological Disorders

Krzysztof Pancerz, Jaroslaw Szkola, Boleslaw Jaskula, 2013, ICMMI.

Complex Network Properties of Eye-tracking in the Face Recognition Process - An Initial Study

Krzysztof Pancerz, Jaroslaw Szkola, Boleslaw Jaskula, 2012, BIOSIGNALS.

Experiments with Consistency-Based Preprocessing of MMPI Data for Classification Tasks

Krzysztof Pancerz, Jerzy Gomula, K. Pancerz, 2018, KES.

Bio-Inspired Game Theory: The Case of Physarum Polycephalum

Andrew Schumann, Krzysztof Pancerz, Andrew Adamatzky, 2014, BICT.

Feature selection methods applied to severe brain damages data

Krzysztof Pancerz, Wieslaw Paja, K. Pancerz, 2017, 2017 Federated Conference on Computer Science and Information Systems (FedCSIS).

Estimation and Feature Selection by Application of Knowledge Mined from Decision Rules Models

Krzysztof Pancerz, Wieslaw Paja, K. Pancerz, 2015, CS&P.

Discovery of Asynchronous Concurrent Models from Experimental Tables

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2004, Fundam. Informaticae.

Synthesis of Petri Net Models: A Rough Set Approach

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2002, Fundam. Informaticae.

Discovering Concurrent Models from Data Tables with the ROSECON System

Krzysztof Pancerz, Zbigniew Suraj, Z. Suraj, 2004, Fundam. Informaticae.

Towards Logic Circuits based on Physarum Polycephalum Machines - The Ladder Diagram Approach

Andrew Schumann, Krzysztof Pancerz, Jeff Jones, 2014, BIODEVICES.

Clustering qualitative data based on the flow networks

Krzysztof Pancerz, Arkadiusz Lewicki, K. Pancerz, 2018 .

Toward Synchronization of EEG and Eye-tracking Data Using an Expert System

Krzysztof Pancerz, Jaroslaw Szkola, Boleslaw Jaskula, 2015, CS&P.