Krzysztof Pancerz

Present Position

  • Director of Institute of Biomedical Informatics in University of Information Technology and Management in Rzeszow, Poland.
  • Rector of University of Management and Administration in Zamosc, Poland.

Education and scientific degrees

  • Ph.D.: Computer Science, Institute of Computer Science, Polish Academy of Sciences, 2006.
  • M.Sc.: Electrical Engineering, Rzeszow University of Technology, 1998.

Professional career

  • 2013 - present: Rector of University of Management and Administration in Zamosc, Poland.
  • 2011-2014: Director of Institute of Biomedical Informatics, University of Information Technology and Management in Rzeszow, Poland.
  • 2009-2011: Deputy Director of Institute of Biomedical Informatics, University of Information Technology and Management in Rzeszow, Poland.
  • 2008-2009: Vice Dean, University of Information Technology and Management in Rzeszow, Poland.
  • 2006-present: Assistant Professor, University of Information Technology and Management in Rzeszow, Poland.
  • 2006-present: Assistant Professor, University of Management and Administration in Zamość, Poland.
  • 2001-2006: Assistant, University of Information Technology and Management in Rzeszow, Poland.

Research interests

  • Computational intelligence
  • Knowledge discovery and data mining
  • Rough Sets
  • Biosignal analysis
  • Decision support systems

Scientific societies membership

  • International Rough Set Society (IRSS)
  • Institute for Systems and Technologies of Information, Control and Communication (INSTICC)

Program Committee (PC) membership

  • The 5th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2006), Kobe, Japan.
  • The Third International Conference on Rough Sets and Knowledge Technology (RSKT 2008), Chengdu, China.
  • The 2nd International Conference on Human System Interaction (HSI 2009), Catania, Italy.
  • The 4th International Conference on Rough Sets and Knowledge Technology (RSKT 2009), Gold Coast, Australia.
  • The 3rd International Conference on Human System Interaction (HSI 2010), Rzeszow, Poland.
  • The 7th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2010), Warsaw, Poland.
  • The 5th International Conference on Rough Sets and Knowledge Technology (RSKT 2010), Beijing, China.
  • The 6th International Conference on Rough Sets and Knowledge Technology (RSKT 2011), Banff, Canada.
  • International Workshop on Biomedical Informatics and Biometric Technologies, Zilina, Slovak Republic.
  • International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2012), Vilamoura, Algarve, Portugal.
  • The 2012 Joint Rough Set Symposium (JRS 2012), Chengdu, China.
  • The 1st International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2012), Cairo, Egypt.
  • International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2013), Barcelona, Spain.
  • The Ninth International Conference on Digital Technologies (DT 2013), Zilina, Slovakia.
  • 5th International Conference on Knowledge Discovery and Information Retrieval (KDIR 2013), Vilamoura, Algarve, Portugal.
  • The 2013 Joint Rough Set Symposium (JRS 2013), Halifax, Canada.
  • International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2014), Angers, France.
  • International Conference on Physiological Computing Systems (PhyCS 2014), Lisbon, Portugal.
  • The 2014 Joint Rough Set Symposium (JRS 2014), Granada and Madrid, Spain.
  • The 2014 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2014), Warsaw, Poland.
  • 6th International Conference on Knowledge Discovery and Information Retrieval (KDIR 2014), Rome, Italy.

Organizational acitivities

  • International Workshop on Artificial Intelligence in Medical Applications (AIMA 2011),
    Szczecin, Poland.
  • International Workshop on Artificial Intelligence in Medical Applications (AIMA 2012),
    Wrocław, Poland.
  • International Workshop on Artificial Intelligence in Medical Applications (AIMA 2013),
    Kraków, Poland.
  • International Workshop on Artificial Intelligence in Medical Applications (AIMA 2014),
    Warsaw, Poland.

Publications

Chapters in monographs and contributions to collections:

  • Fryc, B., Pancerz, K., Suraj, Z.: On Modelling of Approximate Reasoning Using Fuzzy Petri Nets. In: K. T. Atanassov, O. Hryniewicz, J. Kacprzyk (Eds.), Soft Computing. Foundations and Theoretical Aspects, Academic Publishing House EXIT, Warsaw, 2004, pp. 205-219.
  • Pancerz, K., Suraj, Z.: An Application of Rough Set Methods to Concurrent Systems Design. In: P. Grzegorzewski, M. Krawczak, S. Zadrożny (Eds.), Soft Computing. Tools, Techniques and Applications, Academic Publishing House EXIT, Warsaw, 2004, pp. 229-244.
  • Pancerz, K., Suraj, Z.: Rough Sets for Discovering Concurrent System Models from Data Tables. In: A.E. Hassanien, Z. Suraj, D. Ślęzak, P. Lingras (Eds.), Rough Computing. Theories, Technologies and Applications, Information Science Reference, Hershey, 2008, pp. 239-268.
  • Pancerz, K.: Some Issues on Extensions of Information and Dynamic Information Systems. In: A. Abraham, A.E. Hassanien, V. Snasel (Eds.), Foundations of Computational Intelligence, Volume 5: Function Approximation and Classification. Studies in Computational Intelligence, Vol. 205, Springer-Verlag, Berlin Heidelberg, 2009, pp. 79-106.
  • Pancerz, K.: Extensions of Multistage Decision Transition Systems: the Rough Set Perspective. In: K.A. Cyran, et al. (Eds.), Man-Machine Interactions. Advances in Intelligent and Soft Computing, Vol. 59, Springer-Verlag, Berlin Heidelberg, 2009, pp. 209-216.
  • Pancerz, K.: Consistency-Based vs. Similarity-Based Prediction Using Extensions of Information Systems – An Experimental Study. In: Hippe, Z.S., Kulikowski, J.L. (Eds.), Human-Computer Systems Interaction. Backgrounds and Applications. Advances in Intelligent and Soft Computing, Vol. 60, Springer-Verlag, Berlin Heidelberg, 2009, pp. 67-81.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Analysis of MMPI profiles of patients with mental disorders - the first unveil of a new computer tool. In: Grzech, A., Świątek, P., Brzostowski, K. (Eds.), Applications of Systems Science, Academic Publishing House EXIT, Warsaw, 2010, pp. 297-306.
  • Gomuła, J., Paja, W., Pancerz, K., Szkoła, J.: Rule-Based Analysis of MMPI Data Using the Copernicus System. In: Hippe, Z.S., Kulikowski, J.L., Mroczek, T. (Eds.), Human-Computer Systems Interaction. Backgrounds and Applications 2. Part II. Advances in Intelligent and Soft Computing, Vol. 99, Springer-Verlag, Berlin Heidelberg, 2012, pp. 191-203.
  • Suraj, Z., Grochowalski, P., Pancerz, K.: Knowledge Representation and Automated Methods of Searching for Information in Bibliographical Data Bases: A Rough Set Approach. In: Skowron, A., Suraj, Z. (Eds.), Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam. Intelligent Systems Reference Library, Vol. 43, Springer-Verlag, Berlin Heidelberg, 2013, pp. 515-538.
  • Lewicki, A., Pancerz, K., Tadeusiewicz, R.: Ant Colony Inspired Clustering Based on the Distribution Function of the Similarity of Attributes. In: N.T. Nguyen, B. Trawiński, R. Katarzyniak, G.-S. Jo (Eds.), Advanced Methods for Computational Collective Intelligence. Studies in Computational Intelligence, Vol. 457, Springer-Verlag, Berlin Heidelberg, 2013, pp. 147-156.
  • Gurdak, D., Pancerz, K., Szkola, J., Warchol, J.: Computer-Aided Diagnosis of Laryngopathies in the LabVIEW Environment: Exemplary Implementation. In: Kountchev, R., Iantovics, B. (Eds.), Advances in Intelligent Analysis of Medical Data and Decision Support Systems. Studies in Computational Intelligence, Vol. 473, Springer-Verlag, Berlin Heidelberg, 2013, pp. 157-167.
  • Jachyra, D., Gomuła, J., Pancerz, K.: Rule-Based Classification of Patients Screened with the MMPI Test in the Copernicus System. In: Iantovics, B., Kountchev, R. (Eds.), Advanced Intelligent Computational Technologies and Decision Support Systems. Studies in Computational Intelligence, Vol. 486, Springer International Publishing, 2014, pp. 31-42.
  • Pancerz, K.: Some Remarks on Complex Information Systems over Ontological Graphs. In: A. Gruca, T. Czachórski, S. Kozielski (Eds.), Man-Machine Interactions 3. Advances in Intelligent Systems and Computing, Vol. 242, Springer International Publishing, 2014, pp. 377-384.
  • Jaskuła, B., Szkoła, J., Pancerz, K.: SOM Based Segmentation of Visual Stimuli in Diagnosis and Therapy of Neuropsychological Disorders. In: A. Gruca, T. Czachórski, S. Kozielski (Eds.), Man-Machine Interactions 3. Advances in Intelligent Systems and Computing, Vol. 242, Springer International Publishing, 2014, pp. 55-62.

Journal articles:

  • Pancerz, K., Suraj, Z.: Synthesis of Petri Net Models: A Rough Set Approach. Fundamenta Informaticae, Vol. 55 (2), IOS Press, Amsterdam, 2003, pp. 149-165.
  • Fryc, B., Pancerz, K., Peters, J.F, Suraj, Z.: On Fuzzy Reasoning Using Matrix Representation of Extended Fuzzy Petri Nets. Fundamenta Informaticae, Vol. 60 (1-4), IOS Press, Amsterdam, 2004, pp. 143-157.
  • Pancerz, K., Suraj, Z.: Discovering Concurrent Models from Data Tables with the ROSECON System. Fundamenta Informaticae, Vol. 60 (1-4), IOS Press, Amsterdam, 2004, pp. 251-268.
  • Pancerz, K., Suraj, Z.: Discovery of Asynchronous Concurrent Models from Experimental Tables. Fundamenta Informaticae, Vol. 61 (2), IOS Press, Amsterdam, 2004, pp. 97-116.
  • Suraj, Z., Pancerz, K.: Restriction-Based Concurrent System Design Using the Rough Set Formalism. Fundamenta Informaticae, Vol. 67 (1-3), IOS Press, Amsterdam, 2005, pp. 233-247.
  • Suraj, Z., Fryc, B., Matusiewicz, Z., Pancerz, K.: A Petri Net System - an Overview. Fundamenta Informaticae, Vol. 71 (1), IOS Press, Amsterdam, 2006, pp. 101-119.
  • Suraj, Z., Pancerz, K.: Reconstruction of Concurrent System Models Described by Decomposed Data Tables. Fundamenta Informaticae, Vol. 71 (1), IOS Press, Amsterdam, 2006, pp. 121-137.
  • Suraj, Z., Pancerz, K.: Towards Efficient Computing Consistent and Partially Consistent Extensions of Information Systems. Fundamenta Informaticae, Vol. 79 (3-4), IOS Press, Amsterdam, 2007, pp. 553-566.
  • Grochowalski, P., Pancerz, K.: The Outline of an Ontology for the Rough Set Theory and its Applications. Fundamenta Informaticae, Vol. 93 (1-3), IOS Press, Amsterdam, 2009, pp. 143-154.
  • Pancerz, K.: Extensions of Information Systems: the Rough Set Perspective. In: J.F. Peters, A. Skowron, M. Chakraborty, W.-Z. Wu, M. Wolski (Eds.), Transactions on Rough Sets X, Lecture Notes in Computer Science, Vol. 5656, Springer-Verlag, Berlin Heidelberg, 2009, pp. 157-168.
  • Pałasiński, M., Pancerz, K.: On Computing Extensions and Restrictions of Information Systems Noting Some Order Properties. Fundamenta Informaticae, Vol. 101 (1-2), IOS Press, Amsterdam, 2010, pp. 91-103.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Computer Diagnosis of Laryngopathies Based on Temporal Pattern Recognition in Speech Signal. Bio-Algorithms and Med-Systems, Vol. 6, No. 12, 2010, pp. 75-80.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles. International Journal of Computational Intelligence Systems, Vol. 4 (5), Atlantis Press, 2011, pp. 1022-1031.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Recurrent Neural Networks in Computer-Based Clinical Decision Support for Laryngopathies: An Experimental Study. Computational Intelligence and Neuroscience, Vol. 2011, Article ID 289398, 2011.
  • Jaskuła, B., Pancerz, K.: Toward Interactive Computer Systems Based on Eye-tracking Technology Modernizing Didactics of Visual Art Perception. CYBEREmpathy, Issue 1, 2012,
    www.cyberempathy.com
  • Suraj, Z., Pancerz, K.: ROSECON: a Computer Tool for Synthesis and Verification of Concurrent Systems Specified by Information Systems. Fundamenta Informaticae, Vol. 126 (4), IOS Press, Amsterdam, 2013, pp. 335-351.
  • Pancerz, K., Suraj, Z.: A Rough Set Approach to Information Systems Decomposition. Fundamenta Informaticae, Vol. 127 (1-4), IOS Press, Amsterdam, 2013, pp. 257-272.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R., Warchoł, J.: Ant-Based Clustering in Delta Episode Information Systems Based on Temporal Rough Set Flow Graphs. Fundamenta Informaticae, Vol. 128 (1-2), IOS Press, Amsterdam, 2013, pp. 143-158.
  • Czyżewska, M., Pancerz, K., Szkoła, J.: Towards Assessment of Indicators Influence on Innovativeness of Countries' Economies: Selected Soft Computing Approaches. International Journal of Social, Management, Economics and Business Engineering, Vol. 8 (2), 2014, pp. 637-641.
  • Czyżewska, M., Szkoła, J., Pancerz, K.: Towards Assessment of Innovativeness Economy Determinant Correlation: the Double Self-Organizing Feature Map Approach. Fundamenta Informaticae, Vol. 129 (1-2), IOS Press, Amsterdam, 2014, pp. 37-48.
  • Pancerz, K., Lewicki, A.: Extracting Decision Rules from Linguistic Data Describing Economic Phenomena. The Approach Based on Decision Systems over Ontological Graphs and PSO. Barometr Regionalny, Vol. 12 (1), 2014, pp. 133-140.
  • Pancerz, K., Lewicki, A.: Encoding symbolic features in simple decision systems over ontological graphs for PSO and neural network based classifiers. Neurocomputing, Vol. 144, 2014, pp. 338-345.
  • Schumann, A., Pancerz, K.: Towards an Object-Oriented Programming Language for Physarum Polycephalum Computing: A Petri Net Model Approach. Fundamenta Informaticae, Vol. 133 (2-3), IOS Press, Amsterdam, 2014, pp. 271-285.
  • Burda, A., Pancerz, K.: Clustering and Visualization of Bankruptcy Patterns Using the Self-Organizing Maps. Barometr Regionalny, Vol. 12 (3), 2014, pp. 133-138.
  • Pancerz, K., Mich, O.: Numerical Data Clustering Algorithms in Mining Real Estate Listings. Barometr Regionalny, Vol. 12 (3), 2014, pp. 43-50.

Conference papers:

  • Pancerz, K., Suraj, Z.: From Data to Nets with Inhibitor Expressions: A Rough Set Approach. In: Z. Suraj (Ed.), Proceedings of the Sixth International Conference on Soft Computing and Distributed Processing (SCDP'2002), Rzeszow, Poland, June 24-25, 2002, pp. 102-106.
  • Pancerz, K., Suraj, Z.: The Synthesis of Concurrent Systems Specified by Information Systems with Using the Coloured Petri Nets. In: H. D. Burkhard, L. Czaja, G. Lindemann, A. Skowron, P. Starke (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2002), Berlin, Germany, October 7-9, 2002, Vol. 2, pp. 255-266.
  • Pancerz, K., Suraj, Z.: Modelling Concurrent Systems Specified by Dynamic Information Systems: A Rough Set Approach. In: A. Skowron, M. Szczuka (Eds.), Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing (RSKD'2003), Warsaw, Poland, April 12-13, 2003, Electronic Notes in Theoretical Computer Science, Vol. 82, Issue No. 4, Elsevier Science, 2003.
  • Suraj, Z., Pancerz, K.: A Synthesis of Concurrent Systems: A Rough Set Approach. In: G. Wang, Q. Liu, Y. Yao, A. Skowron (Eds.), Proceedings of the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC'2003), Chongqing, China, May 26-29, 2003, Lecture Notes in Artificial Intelligence, Vol. 2639, Springer-Verlag, Berlin Heidelberg, 2003, pp. 299-302.
  • Olejko, B., Pancerz, K., Suraj, Z.: On Fuzzy Reasoning Using Matrix Representation of Fuzzy Petri Nets. In: L. Czaja (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2003), Czarna, Poland, September 25-27, 2003, Vol. 2, pp. 397-411.
  • Pancerz, K., Suraj, Z.: From Data Tables to Net Models with Using the ROSECON System. In: L. Czaja (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2003), Czarna, Poland, September 25-27, 2003, Vol. 2, pp. 412-421.
  • Fryc, B., Pancerz, K., Suraj, Z.: Approximate Petri Nets for Rule-Based Decision Making. In: S. Tsumoto, R. Słowiński, J. Komorowski, J.W. Grzymala-Busse (Eds.), Proceedings of the 4th International Conference on Rough Sets and Current Trends in Computing (RSCTC'2004), Uppsala, Sweden, June 1-5, 2004, Lecture Notes in Artificial Intelligence, Vol. 3066, Springer-Verlag, Berlin Heidelberg, 2004, pp. 733-742.
  • Pancerz, K., Suraj, Z.: Rough Set Approach to Restriction-Based Concurrent System Design. In: G. Lindemann, H.D. Burkhard, L. Czaja, A. Skowron, H. Schlingloff, Z. Suraj (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2004), Caputh, Germany, September 24-26, 2004, Vol. 1, pp. 112-123.
  • Pancerz, K., Suraj, Z.: Automated Discovering Concurrent Models from Data Tables - an Overview of Algorithms. In: Proceedings of the 3rd ACS/IEEE International Conference on Computer Systems and Applications (AICCSA'2005), Cairo, Egypt, January 3-6, 2005, IEEE Computer Society, 2005.
  • Suraj, Z., Świniarski, R., Pancerz, K.: Rough Sets and Petri Nets Working Together. In: Nguyen Hung Son, M. Szczuka (Eds.), Proceedings of the Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'2005): The International Workshop on Rough Set Techniques in Knowledge Discovery and Data Mining (RSKD'2005), Hanoi, Vietnam, May 18, 2005, pp. 27-37.
  • Suraj, Z., Pancerz, K., Świniarski, R.W.: Prediction of Model Changes of Concurrent Systems Described by Temporal Information Systems. In: H.R. Arabnia, A. Scime, R.R. Hashemi, R.W. Świniarski (Eds.), Proceedings of the 2005 International Conference on Data Mining (DMIN'2005), Las Vegas, Nevada, USA, June 20-23, 2005, CSREA Press, 2005, pp. 51-57.
  • Suraj, Z., Pancerz, K., Owsiany, G.: On Consistent and Partially Consistent Extensions of Information Systems. In: D. Ślęzak, G. Wang, M. Szczuka, I. Duentsch, Y. Yao (Eds.), Proceedings of the 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC'2005), Part I, Regina, Canada, August 31-September 3, 2005, Lecture Notes in Artificial Intelligence, Vol. 3641, Springer-Verlag, Berlin Heidelberg, 2005, pp. 224-233.
  • Suraj, Z., Pancerz, K.: Some Remarks on Computing Consistent Extensions of Dynamic Information Systems. In: H. Kwasnicka, M. Paprzycki (Eds.), Proceedings of the 5th International Conference on Intelligent Systems Design and Applications (ISDA'2005), Wroclaw, Poland, September 8-10, 2005, IEEE Computer Society, 2005, pp. 420-425.
  • Suraj, Z., Pancerz, K.: The ROSECON System - a Computer Tool for Modelling and Analaysing of Processes. In: M. Mohammadian (Ed.), Proceedings of the International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA'2005), Vienna, Austria, November 28-30, 2005, IEEE Computer Society, 2006, Vol. II, pp. 829-834.
  • Suraj, Z., Pancerz, K.: A New Method for Computing Partially Consistent Extensions of Information Systems: A Rough Set Approach. In: Proceedings of the Eleventh International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'2006), Paris, France, July 2-7, 2006, Editions EDK, Paris, 2006, Vol. III, pp. 2618-2625.
  • Suraj, Z., Pancerz, K.: Efficient Computing Consistent and Partially Consistent Extensions of Information Systems. In: G. Lindemann, H. Schlingloff (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2006), Wandlitz, Germany, September 27-29, 2006, Vol. 3, pp. 458-468.
  • Suraj, Z., Pancerz, K.: Flow Graphs as a Tool for Mining Prediction Rules of Changes of Components in Temporal Information Systems. In: J. Yao, P. Lingras, W.-Z. Wu, M. Szczuka, N. Cercone, D. Ślęzak (Eds.), Proceedings of the 2nd International Conference on Rough Sets and Knowledge Technology (RSKT'2007), Toronto, Canada, May 14-16, 2007, Lecture Notes in Artificial Intelligence, Vol. 4481, Springer-Verlag, Berlin Heidelberg, 2007, pp. 468-475.
  • Pancerz, K., Matusiewicz, Z.: A Hierarchy Concept in Modeling of Concurrent Systems Described by Information Systems. In: P. Synak, J. Wróblewski (Eds.), Proceedings of the Workshop on Rough Sets in Knowledge Discovery Foundations and Applications (RSKD'2007), Warsaw, Poland, September 21, 2007, pp. 34-42.
  • Pancerz, K.: Consistency-Based Prediction Using Extensions of Information Systems - an Experimental Study. In: Proceedings of 2008 Conference on Human System Interaction (HSI'2008), Krakow, Poland, May 25-27, 2008, pp. 591-596.
  • Pancerz, K.: Extensions of Dynamic Information Systems in State Prediction Problems: the First Study. In: L. Magdalena, M. Ojeda-Aciego, J.L. Verdegay (Eds.), Proceedings of the 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'2008), Malaga, Spain, June 22-27, 2008, pp. 101-108.
  • Matusiewicz, Z., Pancerz, K.: Rough Set Flow Graphs and Max-* Fuzzy Relation Equations in State Prediction Problems. In: C.-C. Chan, J.W. Grzymala-Busse, W.P. Ziarko (Eds.), Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing (RSCTC'2008), Akron, OH, USA, October 23-25, 2008, Lecture Notes in Artificial Intelligence, Vol. 5306, Springer-Verlag, Berlin Heidelberg, 2008, pp. 359-368.
  • Grochowalski, P., Pancerz, K.: The outline of an ontology for the rough set theory and its applications. In: G. Lindemann et al. (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2008), Gross Vaeter, Germany, September 29 – October 1, 2008, Vol. 2, pp. 192-203.
  • Pancerz, K.: An Attempt to Use Extensions of Dynamic Information Systems in Episode-Based Reasoning. In: H.S. Nguyen, V.N. Huynh (Eds.), Proceedings of the International Workshop on Soft Computing for Knowledge Technology (SCKT'2008), Hanoi, Vietnam, December 16, 2008, pp. 90-99.
  • Fryc, B., Pancerz, K.: Decision Making Using Approximate Petri Nets - an Experimental Study. In: H.S. Nguyen, V.N. Huynh (Eds.), Proceedings of the International Workshop on Soft Computing for Knowledge Technology (SCKT'2008), Hanoi, Vietnam, December 16, 2008, pp. 134-143.
  • Pancerz, K.: A New Version of ROSECON - a Software Tool for Modeling and Analyzing Systems of Processes Working Together. In: L. Lo Bello, G. Iannizzotto (Eds.), Proceedings of 2nd International Conference on Human System Interaction (HSI'2009), Catania, Italy, May 21-23, 2009, pp. 288-291.
  • Pałasiński, M., Pancerz, K.: Several Remarks on Extensions and Restrictions of Information Systems: the Lattice Theory Perspective. In: L. Czaja, M. Szczuka (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2009), Krakow - Przegorzaly, Poland, September 28-30, 2009, Vol. 2, pp. 480-485.
  • Suraj, Z., Grochowalski, P., Garwol, K., Pancerz, K.: Toward Intelligent Searching the Rough Set Database System (RSDS): an Ontological Approach. In: L. Czaja, M. Szczuka (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2009), Krakow - Przegorzaly, Poland, September 28-30, 2009, Vol. 2, pp. 574-581.
  • Warchoł, J., Szkoła, J., Pancerz, K.: Towards Computer Diagnosis of Laryngopathies Based on Speech Spectrum Analysis: A Preliminary Approach. In: A. Fred, J. Filipe, H. Gamboa (Eds.), Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2010), Valencia, Spain, January 20-23, 2010, pp. 464-467.
  • Pancerz, K., Matusiewicz, Z.: Prediction with Temporal Rough Set Flow Graphs: the Eigen Fuzzy Sets Perspective. In: T. Pardela, B. Wilamowski (Eds.), Proceedings of the 3rd International Conference on Human System Interaction (HSI'2010), Rzeszow, Poland, May 13-15, 2010, pp. 744-748.
  • Gomuła, J., Paja, W., Pancerz, K., Szkoła, J.: A Preliminary Attempt to Rules Generation for Mental Disorders. In: T. Pardela, B. Wilamowski (Eds.), Proceedings of the 3rd International Conference on Human System Interaction (HSI'2010), Rzeszow, Poland, May 13-15, 2010, pp. 763-765.
  • Paja, W., Pancerz, K., Wrzesień, M.: A New Hybrid Method of Generation of Decision Rules Using the Constructive Induction Mechanism. In: J. Yu, S. Greco, P. Lingras, G. Wang, A. Skowron (Eds.), Proceedings of the 5th International Conference on Rough Set and Knowledge Technology (RSKT'2010), Beijing, China, October 15-17, 2010, Lecture Notes in Artificial Intelligence, Vol. 6401, Springer-Verlag, Berlin Heidelberg, 2010, pp. 322-327.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Classification of MMPI Profiles of Patients with Mental Disorders - Experiments with Attribute Reduction and Extension. In: J. Yu, S. Greco, P. Lingras, G. Wang, A. Skowron (Eds.), Proceedings of the 5th International Conference on Rough Set and Knowledge Technology (RSKT'2010), Beijing, China, October 15-17, 2010, Lecture Notes in Artificial Intelligence, Vol. 6401, Springer-Verlag, Berlin Heidelberg, 2010, pp. 411-418.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Computer-Based Clinical Decision Support for Laryngopathies Using Recurrent Neural Networks. In: A.E. Hassanien, A. Abraham, F. Marcelloni, H. Hagras, M. Antonelli, T.-P. Hong (Eds.), Proceedings of the 10th International Conference on Intelligent Systems Design and Applications (ISDA'2010), Cairo, Egypt, November 29 - December 1, 2010, pp. 627-632.
  • Pancerz, K., Grochowalski, P.: Matching Ontological Subgraphs to Concepts: a Preliminary Rough Set Approach. In: A.E. Hassanien, A. Abraham, F. Marcelloni, H. Hagras, M. Antonelli, T.-P. Hong (Eds.), Proceedings of the 10th International Conference on Intelligent Systems Design and Applications (ISDA'2010), Cairo, Egypt, November 29 - December 1, 2010, pp. 1394-1399.
  • Szkoła, J., Pancerz, K., Warchoł, J.: Improving Learning Ability of Recurrent Neural Networks: Experiments on Speech Signals of Patients with Laryngopathies. In: F. Babiloni, A. Fred, J. Filipe, H. Gamboa (Eds.), Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2011), Rome, Italy, January 26-29, 2011, pp. 360-364.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Copernicus - an Expert System Supporting Differential Diagnosis of Patients Examined Using The MMPI Test: an Index-Rule Approach. In: V. Traver, A. Fred, J. Filipe, H. Gamboa (Eds.), Proceedings of the International Conference on Health Informatics (HEALTHINF'2011), Rome, Italy, January 26-29, 2011, pp. 323-328.
  • Gomuła, J., Pancerz, K., Szkoła, J.: Computer-Aided Diagnosis of Patients with Mental Disorders Using the Copernicus System. In: Proceedings of the 4th International Conference on Human System Interaction (HSI'2011), Yokohama, Japan, May 19-21, 2011, pp. 274-280.
  • Gomuła, J., Paja, W., Pancerz, K., Mroczek, T., Wrzesień, M.: Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles. In: P. Perner (Eds.), Advances in Data Mining. Applications and Theoretical Aspects - Proceedings of the 11th Industrial Conference on Data Mining (ICDM'2011), New York, NY, USA, August 30 - September 3, 2011, Lecture Notes in Artificial Intelligence, Vol. 6870, Springer-Verlag, Berlin Heidelberg, 2011, pp. 121-133.
  • Pancerz, K., Gomuła, J.: Two rule-based models of differential diagnosis using the MMPI test: rule decision trees and approximate rules. In: Book of Programme - Abstracts: 11th European Conference on Psychological Assessment (ECPA'2011), Riga, Latvia, August 31 - September 3, 2011, p. 111.
  • Pancerz, K., Szkoła, J., Warchoł, J.: A Bezier Curve Approximation of the Speech Signal in the Classification Process of Laryngopathies. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2011), Szczecin, Poland, September 18-21, 2011, pp. 141-146.
  • Piątek, Ł., Pancerz, K., Owsiany, G.: Validation of Data Categorization Using Extensions of Information Systems: Experiments on Melanocytic Skin Lesion Data. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2011), Szczecin, Poland, September 18-21, 2011, pp. 147-151.
  • Jachyra, D., Pancerz, K., Gomuła, J.: Classification of MMPI Profiles using Decision Trees. In: M. Szczuka, L. Czaja, A. Skowron, M. Kacprzak (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2011), Pułtusk, Poland, September 28-30, 2011, pp. 397-407.
  • Suraj, Z., Pancerz, K.: Synthesis of Synchronized Concurrent Systems Specified by Information Systems. In: J.T. Yao, S. Ramanna, G. Wang, Z. Suraj (Eds.), Proceedings of the 6th International Conference on Rough Sets and Knowledge Technology (RSKT'2011), Banff, Canada, October 9-12, 2011, Lecture Notes in Artificial Intelligence, Vol. 6954, Springer-Verlag, Berlin Heidelberg, 2011, pp. 626-635.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R., Gomuła, J.: Ant Based Clustering of MMPI Data - An Experimental Study. In: J.T. Yao, S. Ramanna, G. Wang, Z. Suraj (Eds.), Proceedings of the 6th International Conference on Rough Sets and Knowledge Technology (RSKT'2011), Banff, Canada, October 9-12, 2011, Lecture Notes in Artificial Intelligence, Vol. 6954, Springer-Verlag, Berlin Heidelberg, 2011, pp. 366-375.
  • Wrzesień, M., Paja, W., Pancerz, K.: A Constructive Feature Induction Mechanism Founded on Evolutionary Strategies with Fitness Functions Generated on the Basis of Decision Trees. In: J.T. Yao, S. Ramanna, G. Wang, Z. Suraj (Eds.), Proceedings of the 6th International Conference on Rough Sets and Knowledge Technology (RSKT'2011), Banff, Canada, October 9-12, 2011, Lecture Notes in Artificial Intelligence, Vol. 6954, Springer-Verlag, Berlin Heidelberg, 2011, pp. 89-94.
  • Pancerz, K., Szkoła, J., Warchoł, J., Olchowik G.: Spectrum Disturbance Analysis For Computer-Aided Diagnosis of Laryngopathies: An Exemplary Study. Proceedings of the International Workshop on Biomedical Informatics and Biometric Technologies (BT'2011), Zilina, Slovak Republic, November 10-11, 2011.
  • Jaskuła B., Pancerz K., Jachyra D., Szkoła J.: Pupil Dilation As an Indicator of the Face Recognition Moment: An Experimental Study. Proceedings of the International Workshop on Biomedical Informatics and Biometric Technologies (BT'2011), Zilina, Slovak Republic, November 10-11, 2011.
  • Lewicki, A., Pancerz, K., Tadeusiewicz, R.: The use of strategies of normalized correlation in the ant-based clustering algorithm. In: B.K. Panigrahi, P.N. Suganthan, S. Das, S.C. Satapathy (Eds.), Proceedings of the Second International Conference on Swarm, Evolutionary, and Memetic Computing (SEMCCO'2011), Part I, Visakhapatnam, India, December 19-21, 2011, Lecture Notes in Computer Science, Vol. 7076, Springer-Verlag, Berlin Heidelberg, 2011, pp. 637–644.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R.: Ant Based Clustering of Time Series Discrete Data - a Rough Set Approach. In: B.K. Panigrahi, P.N. Suganthan, S. Das, S.C. Satapathy (Eds.), Proceedings of the Second International Conference on Swarm, Evolutionary, and Memetic Computing (SEMCCO'2011), Part I, Visakhapatnam, India, December 19-21, 2011, Lecture Notes in Computer Science, Vol. 7076, Springer-Verlag, Berlin Heidelberg, 2011, pp. 645-653.
  • Pancerz, K., Paja, W., Szkoła, J., Warchoł, J., Olchowik, G.: A Rule-Based Classification of Laryngopathies Based on Spectrum Disturbance Analysis - An Exemplary Study. In: S. Van Huffel, C. Correia, A. Fred, H. Gamboa (Eds.), Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2012), Vilamoura, Algarve, Portugal, February 1-4, 2012, pp. 458-461.
  • Jaskuła, B., Szkoła, J., Pancerz, K.: Complex Network Properties of Eye-Tracking in the Face Recognition Process - An Initial Study. In: S. Van Huffel, C. Correia, A. Fred, H. Gamboa (Eds.), Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS'2012), Vilamoura, Algarve, Portugal, February 1-4, 2012, pp. 462-465.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R.: Ant Based Clustering of Two-Class Sets with Well Categorized Objects. In: S. Greco, B. Bouchon-Meunier, G. Coletti, M. Fedrizzi, B. Matarazzo, R.R. Yager (Eds.), Advances in Computational Intelligence, Proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2012), Part III, Catania, Italy, July 9-13, 2012, Communications in Computer and Information Science, Vol. 299, Springer-Verlag, Berlin Heidelberg, 2012, pp. 241-250.
  • Mroczek, T., Pancerz, K., Warchoł, J.: Belief Networks in Classification of Laryngopathies Based on Speech Spectrum Analysis. In: T. Li et al. (Eds.), Proceedings of the 7th International Conference on Rough Sets and Knowledge Technology (RSKT'2012), Chengdu, China, August 17-20, 2012, Lecture Notes in Artificial Intelligence, Vol. 7414, Springer-Verlag, Berlin Heidelberg, 2012, pp. 222-231.
  • Pancerz, K.: Toward Information Systems over Ontological Graphs. In: J.T. Yao et al. (Eds.), Proceedings of the 8th International Conference on Rough Sets and Current Trends in Computing (RSCTC'2012), Chengdu, China, August 17-20, 2012, Lecture Notes in Artificial Intelligence, Vol. 7413, Springer-Verlag, Berlin Heidelberg, 2012, pp. 243-248.
  • Pancerz, K.: Dominance-Based Rough Set Approach for Decision Systems over Ontological Graphs. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2012), Wroclaw, Poland, September 9-12, 2012, pp. 345–352.
  • Szkoła, J., Pancerz, K., Warchoł, J., Olchowik, G., Klatka, M., Wojecka-Gieroba, R., Wróbel, A.: LARDISS - a Tool for Computer Aided Diagnosis of Laryngopathies. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2012), Wroclaw, Poland, September 9-12, 2012, pp. 227-233.
  • Czyżewska, M., Pancerz, K., Szkoła, J.: Self-Organizing Feature Maps in Correlating Groups of Time Series: Experiments with Indicators Describing Entrepreneurship. In: L. Popova-Zeugmann (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2012), Berlin, Germany, September 26-28, 2012, Vol. 1, pp. 73-78.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R., Warchoł, J.: Rough Set Flow Graphs and Ant Based Clustering in Classification of Disturbed Periodic Biosignals. In: L. Popova-Zeugmann (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2012), Berlin, Germany, September 26-28, 2012, Vol. 2, pp. 269-279.
  • Pancerz, K., Paja, W., Wrzesień, M., Warchoł, J.: Classification of Voice Signals through Mining Unique Episodes in Temporal Information Systems: A Rough Set Approach. In: L. Popova-Zeugmann (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2012), Berlin, Germany, September 26-28, 2012, Vol. 2, pp. 280-291.
  • Pancerz, K., Lewicki, A., Tadeusiewicz, R., Szkoła, J.: Classification of Speech Signals through Ant Based Clustering of Time Series. In: N.T. Nguyen, K. Hoang, P. Jędrzejowicz (Eds.), Proceedings of the 4th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI'2012), Part I, Ho Chi Minh City, Vietnam, November 28-30, 2012, Lecture Notes in Artificial Intelligence, Vol. 7653, Springer-Verlag, Berlin Heidelberg, 2012, pp. 335-343.
  • Pancerz, K.: Decision Rules in Simple Decision Systems over Ontological Graphs. In: R. Burduk, K. Jackowski, M. Kurzynski, M. Wozniak, A. Zolnierek (Eds.), Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, Milkow, Poland, May 27-29, 2013, Advances in Intelligent Systems and Computing, Vol. 226, Springer International Publishing, 2013, pp. 111-120.
  • Jachyra, D., Pancerz, K., Gomuła, J.: Multiway Classification of MMPI Profiles. In: E. Zaitseva, V. Levashenko (Eds.), Proceedings of the Ninth International Conference on Digital Technologies (DT'2013), Zilina, Slovakia, May 29-31, 2013, pp. 119-127.
  • Pancerz, K.: Semantic Relationships and Approximations of Sets: An Ontological Graph Based Approach. In: Proceedings of the 6th International Conference on Human System Interaction (HSI'2013), Sopot, Poland, June 6-8, 2013.
  • Jaskuła, B., Szkoła, J., Pancerz, K.: Towards Determining Syntactic Complexity of Visual Stimuli Used in Art Therapy. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2013), Krakow, Poland, September 8-11, 2013, pp. 219-223.
  • Zaitseva, E., Kostolny, J., Kvassay, M., Levashenko, V., Pancerz, K.: Failure Analysis and Estimation of the Healthcare System. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS'2013), Krakow, Poland, September 8-11, 2013, pp. 235-240.
  • Schumann, A., Pancerz, K.: Towards an Object-Oriented Programming Language for Physarum Polycephalum Computing. In: M. Szczuka, L. Czaja, M. Kacprzak (Eds.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2013), Warsaw, Poland, September 25-27, 2013, pp. 389-397.
  • Schumann, A., Pancerz, K., Jones, J.: Towards Logic Circuits Based on Physarum Polycephalum Machines: The Ladder Diagram Approach. In: A. Cliquet Jr., G. Plantier, T. Schultz, A. Fred, H. Gamboa (Eds.), Proceedings of the International Conference on Biomedical Electronics and Devices (BIODEVICES'2014), Angers, France, March 3-6, 2014, pp. 165-170.
  • Mich, O., Burda, A., Pancerz, K., Gomuła, J.: The Knowledge Base for Computer-Aided Diagnosis of Mental Disorders Based on Psychometric Tests. In: Proceedings of the 10th International Conference on Digital Technologies (DT'2014), Zilina, Slovakia, July 9-11, 2014, pp. 266-272.
  • Pancerz, K., Schumann, A.: Principles of an Object-Oriented Programming Language for Physarum Polycephalum Computing. In: Proceedings of the 10th International Conference on Digital Technologies (DT'2014), Zilina, Slovakia, July 9-11, 2014, pp. 273-280.
  • Levashenko, V., Zaitseva, E., Pancerz, K., Gomuła, J.: Fuzzy Decision Tree Based Classification of Psychometric Data. In: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Position Papers of the 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, September 7–10, 2014, Annals of Computer Science and Information Systems, Vol. 3, PTI, Warsaw, 2014, pp. 37-41.
  • Pancerz, K., Mich, O.: Mining Real-Estate Listings Based on Decision Systems over Ontological Graphs: Extended Abstract. In: L. Popova-Zeugmann (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2014), Chemnitz, Germany, September 29 - October 1, 2014, pp. 176-179.​
  • Schumann, A., Pancerz, K.: Timed Transition System Models for Programming Physarum Machines: Extended Abstract. In: L. Popova-Zeugmann (Ed.), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P'2014), Chemnitz, Germany, September 29 - October 1, 2014, pp. 180-183.​