| Books and edited volumes (selected items)

• P. Kulczycki, L.T. Kóczy, R. Mesiar, J. Kacprzyk (eds.), "Information Technology and Computational Physics", Springer, Cham, 2017.
• P. Kulczycki, O. Hryniewicz, J. Kacprzyk (eds.), "Techniki informacyjne w badaniach systemowych", WNT, Warsaw, 2007.
• P. Kulczycki, "Estymatory jadrowe w analizie systemowej", WNT, Warsaw, 2005.
• P. Kulczycki, "Wykrywanie uszkodzen w systemach zautomatyzowanych metodami statystycznymi", Alfa, Warsaw, 1998.
• P. Kulczycki, "Czasowooptymalne sterowanie stochastyczne nieciaglym ukladem dynamicznym", WPK, Cracow, 1992.

| Papers in scientific journals (selected items)

• M. Charytanowicz, P. Kulczycki, P.A. Kowalski, S. Lukasik, R. Czabak-Garbacz, "An Evaluation of Utilizing Geometric Features for Wheat Grain Classification using X-ray Images”, Computers and Electronics in Agriculture, vol. 144, no 1, pp. 260-268, 2018.
• P. Kulczycki, D. Kruszewski, "Identification of Atypical Elements by Transforming Task to Supervised Form with Fuzzy and Intuitionistic Fuzzy Evaluations”, Applied Soft Computing, vol. 60, no 11, pp. 623-633, 2017.
• P.A. Kowalski, P. Kulczycki, "Interval Probabilistic Neural Network”, Neural Computing and Applications, vol. 28, no 4, pp. 817-834, 2017.
• S. Lukasik, A. Moitinho, P.A. Kowalski, A. Falcao, R.A. Ribeiro, P. Kulczycki, "Survey of Object-Based Data Reduction Techniques in Observational Astronomy", Open Physics, vol. 14, pp. 578-586, 2016.
• K. Kulakowski, P. Kulczycki, K. Misztal, A. Dydejczyk, P. Gronek, M.J. Krawczyk, "Naming boys after presidents in U.S. in 20th century", Acta Physica Polonica A, vol. 129, no. 5, pp. 1038-1044, 2016.
• P.A. Kowalski, P. Kulczycki, "A Complete Algorithm for the Reduction of Pattern Data in the Classification of Interval Information", International Journal of Computational Methods, vol. 13, no. 3, ID 1650018 (26 pages), 2016.
• P. Kulczycki, M. Charytanowicz, "An algorithm for conditional multidimensional parameter identification with asymmetric and correlated losses of under- and overestimations", Journal of Statistical Computation and Simulation, vol. 86, no. 5, pp. 1032-1055, 2016.
• P. Kulczycki, M. Charytanowicz, A.L. Dawidowicz, "A Convenient Ready-to-Use Algorithm for a Conditional Quantile Estimator", Applied Mathematics & Information Sciences, vol. 9, no. 2, pp. 841-850, 2015.
• P. Kulczycki, P.A. Kowalski, "Bayes Classification for Nonstationary Patterns", International Journal of Computational Methods, vol. 12, no. 2, 1550008, 2015.
• P. Kulczycki, S. Lukasik, "An Algorithm for Reducing Dimension and Size of Sample for Data Exploration Procedures", International Journal of Applied Mathematics and Computer Science, vol. 24, no. 1, pp. 133-149, 2014.
• P. Kulczycki, M. Charytanowicz, "Conditional Parameter Identification with Different Losses of Under- and Overestimation", Applied Mathematical Modelling, vol. 37, no. 4, pp. 2166-2177, 2013.
• S. Lukasik, P. Kulczycki, "Zastosowanie miar zachowania struktury topologicznej zbioru w wielowymiarowej analizie danych w przestrzeni zredukowanej", Czasopismo Techniczne, seria Automatyka, vol. 25, no. 1, pp. 5-15, 2012.
• P. Kulczycki, M. Charytanowicz, P.A. Kowalski, S. Lukasik, "The Complete Gradient Clustering Algorithm: Properties in Practical Applications", Journal of Applied Statistics, vol. 39, no. 6, pp. 1211-1224, 2012.
• P. Kulczycki, P.A. Kowalski, "Bayes classification of imprecise information of interval type", Control and Cybernetics, vol. 40, no. 1, pp. 101-123, 2011.
• P. Kulczycki, M. Charytanowicz, "A Complete Gradient Clustering Algorithm Formed with Kernel Estimators", International Journal of Applied Mathematics and Computer Science, vol. 20, no. 1, pp. 123-134, 2010.
• P. Kulczycki, K. Daniel, "Metoda wspomagania strategii marketingowej operatora telefonii komorkowej", Przeglad Statystyczny, vol. 56, no. 2, pp. 116-134, 2009; errata: vol. 56, no. 3-4, p. 3, 2009.
• P. Kulczycki, A. Mazgaj, "Parameter Identification for Asymmetrical Polynomial Loss Function", Information Technology and Control, vol. 38, no. 1, pp. 51-60, 2009; errata: vol. 38, no. 2, pp. 167-168, 2009.
• P.A. Kowalski, S. Lukasik, M. Charytanowicz, P. Kulczycki, "Data-Driven Fuzzy Modeling and Control with Kernel Density Based Clustering Technique", Polish Journal of Environmental Studies, vol. 17, no. 4C, pp. 83-87, 2008.
• P. Kulczycki, "Applicational Possibilities of Nonparametric Estimation of Distribution Density for Control Engineering", Bulletin of the Polish Academy of Sciences; Technical Sciences, vol. 56, no. 4, pp. 347-359, 2008.
• P. Kulczycki, "Statistical Kernel Estimators for Design of a Fault Detection, Diagnosis and Prognosis System", The Open Cybernetics and Systemics Journal, vol. 2, pp. 180-184, 2008.
• P. Kulczycki, M. Charytanowicz, "Asymmetrical Conditional Bayes Parameter Identification for Control Engineering", Cybernetics and Systems, vol. 39, no. 3, pp. 229-243, 2008.
• P. Kulczycki, A. Mazgaj, "An algorithm for Bayes parameter identification with quadratic asymmetrical loss function", Control and Cybernetics, vol. 34, no. 4, pp. 1127-1148, 2005.
• P. Kulczycki, J. Waglowski, "On the application of statistical kernel estimators for the demand-based design of a wireless data transmission system", Control and Cybernetics, vol. 34, no. 4, pp. 1149-1167, 2005.
• P. Kulczycki, M. Charytanowicz, "Bayes sharpening of imprecise information", International Journal of Applied Mathematics and Computer Science, vol. 15, no. 3, pp. 393-404, 2005.
• R. Wisniewski, P. Kulczycki, "Slew maneuver control for spacecraft equipped with star camera and reaction wheels", Control Engineering Practice, vol. 13, no. 3, pp. 349-356, 2005.
• P. Kulczycki, R. Wisniewski, P.A. Kowalski, K. Krawiec, "Hard and soft sub-time-optimal controllers for a mechanical system with uncertain mass", Control and Cybernetics, vol. 33, no. 4, pp. 573-587, 2004.
• R. Wisniewski, P. Kulczycki, "Euler-Poincare reduction of externally forced rigid body motion", Control and Cybernetics, vol. 33, no. 2, pp. 297-310, 2004.
• R. Wisniewski, P. Kulczycki, "Rotational Motion Control of a Spacecraft", IEEE Transactions on Automatic Control, vol. 48, no. 4, pp. 643-646, 2003.
• P. Kulczycki, "A Test for Comparing Distribution Functions with Strongly Unbalanced Samples", Statistica, vol. LXII, no. 1, pp. 39-49, 2002.
• P. Kulczycki, "Statistical Inference for Fault Detection: A Complete Algorithm Based on Kernel Estimators", Kybernetika, vol. 38, no. 2, pp. 141-168, 2002.
• P. Kulczycki, R. Wisniewski, "Fuzzy controller for a system with uncertain load", Fuzzy Sets and Systems, vol. 131, no. 2, pp. 185-195, 2002.
• P. Kulczycki, "An Algorithm for Bayes Parameter Identification", Journal of Dynamic Systems, Measurement and Control, vol. 123, no. 4, pp. 611-614, 2001.
• P. Kulczycki, "Fuzzy Controller for Mechanical Systems", IEEE Transactions on Fuzzy Systems, vol. 8, no. 5, pp. 645-652, 2000.
• P. Kulczycki, H. Schioler, "Estimation of Conditional Quantile Using Neural Networks", Periodica Politechnica, series Electrical Engineering, vol. 43, no. 2, pp. 109-126, 1999.
• P. Kulczycki, "Random time-optimal control for mechanical systems", European Journal of Automation, vol. 33, no. 1-2, pp. 115-140, 1999.
• P. Kulczycki, "A Random Approach to Time-Optimal Control", Journal of Dynamic Systems, Measurement, and Control, vol. 121, no. 3, pp. 542-543, 1999.
• P. Kulczycki, "Parameter Identification Using Bayes and Kernel Approaches", Proceedings of the National Science Council ROC; Part A, vol. 23, no. 2, pp. 205-213, 1999.
• P. Kulczycki, A.L. Dawidowicz, "Kernel estimator of quantile", Universitatis Iagellonicae Acta Mathematica, vol. XXXVII, pp. 325-336, 1999.
• P. Kulczycki, L.T. Koczy, "Fuzzy Suboptimal Feedback Controller", Periodica Politechnica, series Electrical Engineering, vol. 42, no. 2, pp. 221-232, 1998.
• H. Schioler, P. Kulczycki, "Neural Network for Estimating Conditional Distributions", IEEE Transactions on Neural Networks, vol. 8, no. 5, pp. 1015- 1025, 1997.
• P. Kulczycki, "Some Remarks on Solutions of Discontinuous Differential Equations Applied in Automatic Control", Industrial Mathematics, vol. 46, no. 2, pp. 119-128, 1996.
• P. Kulczycki, "Time-optimal stabilization of a discontinuous and non-autonomous dynamic object", Control and Cybernetics, vol. 25, no. 4, pp. 707-720, 1996.
• P. Kulczycki, "Time-Optimal Positional Feedback Controller for Random Systems", Proceedings of the National Science Council ROC; Part A, vol. 20, no. 1, pp. 79-89, 1996.
• P. Kulczycki, "Almost certain time-optimal positional control", IMA Journal of Mathematical Control and Information, vol. 13, no. 1, pp. 63-77, 1996.
• A.L. Dawidowicz, P. Kulczycki, D. Tumidajowicz, "A Stochastic Model of the Development of Alpine Rhododendron", Universitatis Iagellonicae Acta Mathematica, vol. XXXII, pp. 37-55, 1995.

| Chapters in edited volumes (selected items)

• P. Kulczycki, D. Kruszewski, "Detection of Atypical Elements by Transforming Task to Supervised Form"; in: "Pattern Intelligence and Machine Learning”, B.U. Shankar, K. Ghosh, D.P. Mandal, S.S. Ray, D. Zhang, S.K. Pal (eds.), Springer, Cham, 2017, pp. 458-466.
• P. Kulczycki, D. Kruszewski, "Detection of atypical elements with fuzzy and intuitionistic fuzzy evaluations"; in: „Trends in Advanced Intelligent Control, Optimization and Automation”, W. Mitkowski, J. Kacprzyk, K. Oprzedkiewicz, P. Skruch (eds.), Springer, Cham, 2017, pp. 774-786.
• P. Kulczycki, M. Charytanowicz, P.A. Kowalski, S. Lukasik, "Atypical (Rare) Elements Detection – A Conditional Nonparametric Approach"; in: "Computational Modeling of Objects Represented in Images: Fundamentals, Methods, and Applications", R.P. Barneva, V.E. Brimkov, J.M.R.S. Tavares (eds.), Lecture Notes in Computer Science, Springer, Cham, 2017, pp. 56-64.
• P. Kulczycki, P.A. Kowalski, "A Metaheuristic for Classification of Interval Data in Changing Environments"; in: "Information Technology and Computational Physics", P. Kulczycki, L.T. Kóczy, R. Mesiar, J. Kacprzyk (eds.), Springer, Cham, 2017, pp. 19-34.
• M. Charytanowicz, J. Niewczas, P. Kulczycki, P.A. Kowalski, S. Lukasik, "Discrimination of wheat grain varieties using X-ray images"; in: "Information Technologies in Medicine", E. Pietka, P. Badura, J. Kawa, W. Wieclawek (eds.), Springer, Berlin, 2016, pp. 39-50.
• P. Kulczycki, P.A. Kowalski, "Classification of Interval Information with Data Drift"; in: "Modeling and Using Context", H. Christiansen, I. Stojanovic, G.A. Papadopoulos (eds.), Lecture Notes in Computer Science, Springer, Berlin, 2015, pp. 495-500.
• P. Kulczycki, M. Charytanowicz, "Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors"; in: "Neural Information Processing", C.K. Loo, K.S. Yap, K.W. Wong, A. Teoh, K. Huang (eds.), Springer, Berlin, 2014, vol. II, pp. 287-294.
• M. Charytanowicz, P. Kulczycki, "An Image Analysis Algorithm for Soil Structure Identification"; in: "Intelligent Systems'2014", D. Filev, J. Jablkowski, J. Kacprzyk, I. Popchev, L. Rutkowski, V. Sgurev, E. Sotirova, P. Szynkarczyk, S. Zadrozny (eds.), Springer, Berlin, 2014, pp. 681-692.
• P.A. Kowalski, P. Kulczycki, "Neural Classification for Interval Information"; in: "Artificial Intelligence: Methodology, Systems, and Applications", G. Agre, P. Hitzler, A.A. Krisnadhi, S.O. Kuznetsov (eds.), Springer, Berlin, 2014, pp. 206-213.
• P. Kulczycki, S. Lukasik, "Reduction of Dimension and Size of Data Set by Parallel Fast Simulated Annealing"; in: "Issues and Challenges of Intelligent Systems and Computational Intelligence", L.T. Kóczy, C. Pozna, J. Kacprzyk (eds.), Springer, Berlin, 2014, pp. 273-290.
• P. Kulczycki, P.A. Kowalski, "Bayesian Classification of Interval-Type Information"; in: "Issues and Challenges of Intelligent Systems and Computational Intelligence", L.T. Kóczy, C. Pozna, J. Kacprzyk (eds.), Springer, Berlin, 2014, pp. 259-271.
• P. Kulczycki, M. Charytanowicz, P.A. Kowalski, S. Lukasik, "Exemplary Applications of the Complete Gradient Clustering Algorithm in Bioinformatics, Management and Engineering"; in: "Issues and Challenges of Intelligent Systems and Computational Intelligence", L.T. Kóczy, C. Pozna, J. Kacprzyk (eds.), Springer, Berlin, 2014, pp. 119-132.
• P. Kulczycki, P.A. Kowalski, "An Algorithm of Classification for Nonstationary Case"; in: "Advances in Artificial Intelligence and Its Applications", F. Castro, A. Gelbukh, M.G. Mendoza (eds.), Springer, Berlin, 2013, vol. II, pp. 301-313.
• S. Lukasik, P. Kulczycki, "Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space"; in: "Artificial Intelligence and Soft Computing", L. Rutkowski, M. Korytkowski, R. Scherer, R. Tadeusiewicz, L.A. Zadeh, J.M. Zurada (eds.), Springer, Berlin, 2013, vol. II, pp. 184-193.
• P. Kulczycki, M. Charytanowicz, "Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors"; in: "Computational Collective Intelligence. Technologies and Applications", N.T. Nguyen, K. Hoang, P. Jedrzejowicz (eds.), Springer, Berlin, 2012, vol. I, pp. 553-562.
• S. Lukasik, P. Kulczycki, "An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing"; in: "Advanced Data Mining and Applications", J. Tang, I. King, L. Chen, J. Wang (eds.), Springer, Berlin, 2011, vol. I, pp. 152-161.
• P. Kulczycki, M. Charytanowicz, "A Complete Gradient Clustering Algorithm"; in: "Artificial Intelligence and Computational Intelligence", H. Deng, D. Miao, J. Lei, F.L. Wang (eds.), Springer, Berlin, 2011, vol. III, pp. 497-504.
• P.A. Kowalski, P. Kulczycki, "Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis"; in: "Artificial Intelligence: Methodology, Systems, and Applications", D. Dicheva, D. Dochev (eds.), Springer, Berlin, 2010, pp. 271-272.
• M. Charytanowicz, J. Niewczas, P. Kulczycki, P.A. Kowalski, S. Lukasik, S. Zak, "Complete Gradient Clustering Algorithm for Features Analysis of X-Ray Images"; in: "Information Technologies in Biomedicine", E. Pietka, J. Kawa (eds.), Springer, Berlin, 2010, vol. 2, pp. 15-24.
• P. Kulczycki, "Statistical Kernel Estimators for Data Analysis and Exploration Tasks – Theory and Applications"; in: "Recent Advances in Applied Mathematics", C.A. Bulucea, V. Mladenov, E. Pop, M. Leba, N. Mastorakis (eds.), WSEAS Press, Athens, 2009, pp. 14 and 257-262.
• P. Kulczycki, "Nonparametric Estimation for Control Engineering"; in: "Control Systems", N.E. Mastorakis, M. Poulos, V. Mladenov, Z. Bojkovic, D. Simian, S. Kartalopoulos, A. Varonides, C. Udriste (eds.), WSEAS Press, Athens, 2008, pp. 14 and 115-121.
• M. Charytanowicz, P. Kulczycki, "Nonparametric Regression for Analyzing Correlation between Medical Parameters"; in "Information Technologies in Biomedicine", E. Pietka, J. Kawa (eds.), Springer, Berlin, 2008, pp. 437-444.
• P. Kulczycki, "Kernel Estimators in Industrial Applications", in: "Soft Computing Applications in Industry", B. Prasad (ed.), Springer-Verlag, Berlin, 2008, pp. 69-91.
• P. Kulczycki, "Estymatory jadrowe w zagadnieniach badan systemowych"; in: "Techniki informacyjne w badaniach systemowych", P. Kulczycki, O. Hryniewicz, J. Kacprzyk (eds.), WNT, Warsaw, 2007, pp. 79-105.
• P. Kulczycki, "Robust time-optimal positional stabilization containing a speed limitation task"; in: "System Structure and Control 1995", M. Guglielmi (ed.), Elsevier / Pergamon, Oxford, 1996, pp. 349-354.
• P. Kulczycki, "On the Synthesis of Time-Optimal Positional Controller"; in: "Systems Science and Systems Engineering", Z. Weimin (ed.), International Academic Publishers, Beijing, 1993, pp. 489-494.

| Scientific conferences

Selected items are listed in CV.