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Książki i monografie (wybrane pozycje)
- P. Kulczycki, L.T. Kóczy, R. Mesiar, J. Kacprzyk (red.), „Information Technology and Computational Physics", Springer, Cham, 2017.
- P. Kulczycki, O. Hryniewicz, J. Kacprzyk (red.), „Techniki informacyjne w badaniach systemowych", WNT, Warszawa, 2007.
- P. Kulczycki, „Estymatory jądrowe w analizie systemowej", WNT, Warszawa, 2005, [errata], [uzupełnienia].
- P. Kulczycki, „Wykrywanie uszkodzeń w systemach zautomatyzowanych metodami statystycznymi", Alfa, Warszawa, 1998.
- P. Kulczycki, „Czasowooptymalne sterowanie stochastyczne nieciągłym układem dynamicznym", WPK, Kraków, 1992.
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Artykuły w czasopismach naukowych (wybrane pozycje)
- M. Charytanowicz, P. Kulczycki, P.A. Kowalski, S. Łukasik, R. Czabak-Garbacz, „An Evaluation of Utilizing Geometric Features for Wheat Grain Classification using X-ray Images”, Computers and Electronics in Agriculture, vol. 144, nr 1, ss. 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, nr 11, ss. 623-633, 2017.
- P.A. Kowalski, P. Kulczycki, „Interval Probabilistic Neural Network”, Neural Computing and Applications, vol. 28, nr 4, ss. 817-834, 2017.
- S. Łukasik, A. Moitinho, P.A. Kowalski, A. Falcão, R.A. Ribeiro, P. Kulczycki, „Survey of Object-Based Data Reduction Techniques in Observational Astronomy", Open Physics, vol. 14, ss. 578-586, 2016.
- K. Kułakowski, 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, nr 5, ss. 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, nr 3, ID 1650018 (26 stron), 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, nr 5, ss. 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, nr 2, ss. 841-850, 2015.
- P. Kulczycki, P.A. Kowalski, „Bayes Classification for Nonstationary Patterns", International Journal of Computational Methods, vol. 12, nr 2, 1550008, 2015.
- P. Kulczycki, S. Łukasik, „An Algorithm for Reducing Dimension and Size of Sample for Data Exploration Procedures", International Journal of Applied Mathematics and Computer Science, vol. 24, nr 1, ss. 133-149, 2014.
- P. Kulczycki, M. Charytanowicz, „Conditional Parameter Identification with Different Losses of Under- and Overestimation", Applied Mathematical Modelling, vol. 37, nr 4, ss. 2166-2177, 2013.
- S. Łukasik, P. Kulczycki, „Zastosowanie miar zachowania struktury topologicznej zbioru w wielowymiarowej analizie danych w przestrzeni zredukowanej", Czasopismo Techniczne, seria Automatyka, vol. 25, nr 1, ss. 5-15, 2012.
- P. Kulczycki, M. Charytanowicz, P.A. Kowalski, S. Łukasik, „The Complete Gradient Clustering Algorithm: Properties in Practical Applications", Journal of Applied Statistics, vol. 39, nr 6, ss. 1211-1224, 2012.
- P. Kulczycki, P.A. Kowalski, „Bayes classification of imprecise information of interval type", Control and Cybernetics, vol. 40, nr 1, ss. 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, nr 1, ss. 123-134, 2010.
- P. Kulczycki, K. Daniel, "Metoda wspomagania strategii marketingowej operatora telefonii komórkowej", Przegląd Statystyczny, vol. 56, nr 2, ss. 116-134, 2009; errata: vol. 56, nr 3-4, s. 3, 2009.
- P. Kulczycki, A. Mazgaj, „Parameter Identification for Asymmetrical Polynomial Loss Function", Information Technology and Control, vol. 38, nr 1, ss. 51-60, 2009; errata: vol. 38, nr 2, ss. 167-168, 2009.
- P.A. Kowalski, S. Łukasik, M. Charytanowicz, P. Kulczycki, „Data-Driven Fuzzy Modeling and Control with Kernel Density Based Clustering Technique", Polish Journal of Environmental Studies, vol. 17, nr 4C, ss. 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, nr 4, ss. 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, ss. 180-184, 2008.
- P. Kulczycki, M. Charytanowicz, „Asymmetrical Conditional Bayes Parameter Identification for Control Engineering", Cybernetics and Systems, vol. 39, nr 3, ss. 229-243, 2008.
- P. Kulczycki, A. Mazgaj, „An algorithm for Bayes parameter identification with quadratic asymmetrical loss function", Control and Cybernetics, vol. 34, nr 4, ss. 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, nr 4, ss. 1149-1167, 2005.
- P. Kulczycki, M. Charytanowicz, „Bayes sharpening of imprecise information", International Journal of Applied Mathematics and Computer Science, vol. 15, nr 3, ss. 393-404, 2005.
- R. Wisniewski, P. Kulczycki, „Slew maneuver control for spacecraft equipped with star camera and reaction wheels", Control Engineering Practice, vol. 13, nr 3, ss. 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, nr 4, ss. 573-587, 2004.
- R. Wisniewski, P. Kulczycki, „Euler-Poincare reduction of externally forced rigid body motion", Control and Cybernetics, vol. 33, nr 2, ss. 297-310, 2004.
- R. Wisniewski, P. Kulczycki, „Rotational Motion Control of a Spacecraft", IEEE Transactions on Automatic Control, vol. 48, nr 4, ss. 643-646, 2003.
- P. Kulczycki, „A Test for Comparing Distribution Functions with Strongly Unbalanced Samples", Statistica, vol. LXII, nr 1, ss. 39-49, 2002.
- P. Kulczycki, „Statistical Inference for Fault Detection: A Complete Algorithm Based on Kernel Estimators", Kybernetika, vol. 38, nr 2, ss. 141-168, 2002.
- P. Kulczycki, R. Wisniewski, „Fuzzy controller for a system with uncertain load", Fuzzy Sets and Systems, vol. 131, nr 2, ss. 185-195, 2002.
- P. Kulczycki, „An Algorithm for Bayes Parameter Identification", Journal of Dynamic Systems, Measurement and Control, vol. 123, nr 4, ss. 611-614, 2001.
- P. Kulczycki, „Fuzzy Controller for Mechanical Systems", IEEE Transactions on Fuzzy Systems, vol. 8, nr 5, ss. 645-652, 2000.
- P. Kulczycki, H. Schioler, „Estimation of Conditional Quantile Using Neural Networks", Periodica Politechnica, series Electrical Engineering, vol. 43,
nr 2, ss. 109-126, 1999.
- P. Kulczycki, „Random time-optimal control for mechanical systems", European Journal of Automation, vol. 33, nr 1-2, ss. 115-140, 1999.
- P. Kulczycki, „A Random Approach to Time-Optimal Control", Journal of Dynamic Systems, Measurement, and Control, vol. 121, nr 3, ss. 542-543,
1999.
- P. Kulczycki, „Parameter Identification Using Bayes and Kernel Approaches", Proceedings of the National Science Council ROC; Part A, vol. 23, nr 2,
ss. 205-213, 1999.
- P. Kulczycki, A.L. Dawidowicz, „Kernel estimator of quantile", Universitatis Iagellonicae Acta Mathematica, vol. XXXVII, ss. 325-336, 1999.
- P. Kulczycki, L.T. Koczy, „Fuzzy Suboptimal Feedback Controller", Periodica Politechnica, series Electrical Engineering, vol. 42, nr 2, ss. 221-232,
1998.
- H. Schioler, P. Kulczycki, „Neural Network for Estimating Conditional Distributions", IEEE Transactions on Neural Networks, vol. 8, nr 5, ss. 1015-
1025, 1997.
- P. Kulczycki, „Some Remarks on Solutions of Discontinuous Differential Equations Applied in Automatic Control", Industrial Mathematics, vol. 46,
nr 2, ss. 119-128, 1996.
- P. Kulczycki, „Time-optimal stabilization of a discontinuous and non-autonomous dynamic object", Control and Cybernetics, vol. 25, nr 4, ss. 707-720,
1996.
- P. Kulczycki, „Time-Optimal Positional Feedback Controller for Random Systems", Proceedings of the National Science Council ROC; Part A, vol. 20,
nr 1, ss. 79-89, 1996.
- P. Kulczycki, „Almost certain time-optimal positional control", IMA Journal of Mathematical Control and Information, vol. 13, nr 1, ss. 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, ss. 37-55, 1995.
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Rozdziały w pracach zbiorowych (wybrane pozycje)
- P. Kulczycki, D. Kruszewski, „Detection of Atypical Elements by Transforming Task to Supervised Form"; w: „Pattern Intelligence and Machine Learning”, B.U. Shankar, K. Ghosh, D.P. Mandal, S.S. Ray, D. Zhang, S.K. Pal (red.), Springer, Cham, 2017, ss. 458-466.
- P. Kulczycki, D. Kruszewski, „Detection of atypical elements with fuzzy and intuitionistic fuzzy evaluations"; w: „Trends in Advanced Intelligent Control, Optimization and Automation”, W. Mitkowski, J. Kacprzyk, K. Oprzedkiewicz, P. Skruch (red.), Springer, Cham, 2017, ss. 774-786.
- P. Kulczycki, M. Charytanowicz, P.A. Kowalski, S. Lukasik, „Atypical (Rare) Elements Detection – A Conditional Nonparametric Approach"; w: „Computational Modeling of Objects Represented in Images: Fundamentals, Methods, and Applications", R.P. Barneva, V.E. Brimkov, J.M.R.S. Tavares (red.), Lecture Notes in Computer Science, Springer, Cham, 2017, ss. 56-64.
- P. Kulczycki, P.A. Kowalski, „A Metaheuristic for Classification of Interval Data in Changing Environments"; w: „Information Technology and Computational Physics", P. Kulczycki, L.T. Kóczy, R. Mesiar, J. Kacprzyk (red.), Springer, Cham, 2017, ss. 19-34.
- M. Charytanowicz, J. Niewczas, P. Kulczycki, P.A. Kowalski, S. Lukasik, „Discrimination of wheat grain varieties using X-ray images"; w: "Information Technologies in Medicine", E. Pietka, P. Badura, J. Kawa, W. Wieclawek (red.), Springer, Berlin, 2016, ss. 39-50.
- P. Kulczycki, P.A. Kowalski, „Classification of Interval Information with Data Drift"; w: „Modeling and Using Context", H. Christiansen, I. Stojanovic, G.A. Papadopoulos (red.), Lecture Notes in Computer Science, Springer, Berlin, 2015, ss. 495-500.
- P. Kulczycki, M. Charytanowicz, „Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors"; w: „Neural Information Processing", C.K. Loo, K.S. Yap, K.W. Wong, A. Teoh, K. Huang (red.), Springer, Berlin, 2014, vol. II, ss. 287-294.
- M. Charytanowicz, P. Kulczycki, „An Image Analysis Algorithm for Soil Structure Identification"; w: „Intelligent Systems'2014", D. Filev, J. Jablkowski, J. Kacprzyk, I. Popchev, L. Rutkowski, V. Sgurev, E. Sotirova, P. Szynkarczyk, S. Zadrozny (red.), Springer, Berlin, 2014, ss. 681-692.
- P.A. Kowalski, P. Kulczycki, „Neural Classification for Interval Information"; w: „Artificial Intelligence: Methodology, Systems, and Applications", G. Agre, P. Hitzler, A.A. Krisnadhi, S.O. Kuznetsov (red.), Springer, Berlin, 2014, ss. 206-213.
- P. Kulczycki, S. Lukasik, „Reduction of Dimension and Size of Data Set by Parallel Fast Simulated Annealing"; w: „Issues and Challenges of Intelligent Systems and Computational Intelligence", L.T. Kóczy, C. Pozna, J. Kacprzyk (red.), Springer, Berlin, 2014, ss. 273-290.
- P. Kulczycki, P.A. Kowalski, „Bayesian Classification of Interval-Type Information"; w: „Issues and Challenges of Intelligent Systems and Computational Intelligence", L.T. Kóczy, C. Pozna, J. Kacprzyk (red.), Springer, Berlin, 2014, ss. 259-271.
- P. Kulczycki, M. Charytanowicz, P.A. Kowalski, S. Lukasik, „Exemplary Applications of the Complete Gradient Clustering Algorithm in Bioinformatics, Management and Engineering"; w: „Issues and Challenges of Intelligent Systems and Computational Intelligence", L.T. Kóczy, C. Pozna, J. Kacprzyk (red.), Springer, Berlin, 2014, ss. 119-132.
- P. Kulczycki, P.A. Kowalski, „An Algorithm of Classification for Nonstationary Case"; w: „Advances in Artificial Intelligence and Its Applications", F. Castro, A. Gelbukh, M.G. Mendoza (red.), Springer, Berlin, 2013, vol. II, ss. 301-313.
- S. Lukasik, P. Kulczycki, „Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space"; w: „Artificial Intelligence and Soft Computing", L. Rutkowski, M. Korytkowski, R. Scherer, R. Tadeusiewicz, L.A. Zadeh, J.M. Zurada (red.), Springer, Berlin, 2013, vol. II, ss. 184-193.
- P. Kulczycki, M. Charytanowicz, „Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors"; w: „Computational Collective Intelligence. Technologies and Applications", N.T. Nguyen, K. Hoang, P. Jedrzejowicz (red.), Springer, Berlin, 2012, vol. I, ss. 553-562.
- S. Lukasik, P. Kulczycki, „An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing"; w: „Advanced Data Mining and Applications", J. Tang, I. King, L. Chen, J. Wang (red.), Springer, Berlin, 2011, vol. I, ss. 152-161.
- P. Kulczycki, M. Charytanowicz, „A Complete Gradient Clustering Algorithm"; w: „Artificial Intelligence and Computational Intelligence", H. Deng, D. Miao, J. Lei, F.L. Wang (red.), Springer, Berlin, 2011, vol. III, ss. 497-504.
- P.A. Kowalski, P. Kulczycki, „Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis"; w: „Artificial Intelligence: Methodology, Systems, and Applications", D. Dicheva, D. Dochev (red.), Springer, Berlin, 2010, ss. 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"; w: „Information Technologies in Biomedicine", E. Pietka, J. Kawa (red.), Springer, Berlin, 2010, vol. 2, ss. 15-24.
- P. Kulczycki, „Statistical Kernel Estimators for Data Analysis and Exploration Tasks – Theory and Applications"; w: „Recent Advances in Applied Mathematics", C.A. Bulucea, V. Mladenov, E. Pop, M. Leba, N. Mastorakis (red.), WSEAS Press, Athens, 2009, ss. 14 i 257-262.
- P. Kulczycki, „Nonparametric Estimation for Control Engineering"; w: „Control Systems", N.E. Mastorakis, M. Poulos, V. Mladenov, Z. Bojkovic, D. Simian, S. Kartalopoulos, A. Varonides, C. Udriste (red.), WSEAS Press, Athens, 2008, ss. 14 i 115-121.
- M. Charytanowicz, P. Kulczycki, „Nonparametric Regression for Analyzing Correlation between Medical Parameters"; w „Information Technologies in Biomedicine", E. Pietka, J. Kawa (red.), Springer, Berlin, 2008, ss. 437-444.
- P. Kulczycki, „Kernel Estimators in Industrial Applications", w: „Soft Computing Applications in Industry", B. Prasad (red.), Springer-Verlag, Berlin, 2008, ss. 69-91.
- P. Kulczycki, „Estymatory jadrowe w zagadnieniach badan systemowych"; w: „Techniki informacyjne w badaniach systemowych", P. Kulczycki, O. Hryniewicz, J. Kacprzyk (red.), WNT, Warszawa, 2007, ss. 79-105.
- P. Kulczycki, „Robust time-optimal positional stabilization containing a speed limitation task"; w: „System Structure and Control 1995", M. Guglielmi (red.), Elsevier / Pergamon, Oxford, 1996, ss. 349-354.
- P. Kulczycki, „On the Synthesis of Time-Optimal Positional Controller"; w: „Systems Science and Systems Engineering", Z. Weimin (red.), International Academic Publishers, Beijing, 1993, ss. 489-494.
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Czynny udział w konferencjach naukowych
Wybrane pozycje podane są w CV.
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