Selected publications (only in Eanglish)

(from 1996 year)
Some publications are accessible as *.pdf file)

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Invited lecture

Kwasnicka H.,'Evolutionary Computaion and Applications', presentation, invited lecture: 7 International Colloquium on Numerical Analysis and Computer Science with Applications, Plovdiv, 13-17.08.1998, Bulgaria. (*.pdf)

Books are only in Polish

Chapters in English:

Selected papers in English:

  1. Kwasnicka H., Michalak K.: Influence of data Dimensionality on the Quality of Forecasts Given by a Multilayer Perceptron. Theoretical Computer Science, Elsevier, Volume 371, Issue 1-2, (*.pdf)
  2. Kwasnicka H.: An Ensemble of Cooperative Genetic Algorithms as an Intelligent Search Tool. International Journal of Computational Intelligence Research, Published by Research India Publications, India, http://www.softcomputing.net/ijcir in printing (*.pdf)
  3. Kwasnicka H., Paradowski M.: Fast Image Auto-Annotation with Discretized Feature. Distance Measures. Machine Graphics and Vision. January 2007: in printing.
  4. Kwasnicka H., Michalak K.: Correlation-based feature selection strategy in classification problems. Int. J. Appl. Math. Comput. Sci. (International Journal of Applied Mathematics and Computer Science, Technical University of Zielona Góra.), 2006, Vol. 16, No. 4, pp. 503-511. *.pdf
  5. Kwasnicka H., Żak B.: Orator - an intelligent system supporting stuttering therapy. System Science, vol. 34, No.1. 2006. (*.pdf)
  6. Kwasnicka H., Markowska-Kaczmar U., Tomasiak J.: Visualization as a method for relationship discovery in data. Annales, Informatica, vol. IV, Universytet Marii Curie-Skłodowskiej, Eds M. Ganzha [et all.]. ISSN 1732-1360, 2006, pp. 153-157.(*.pdf)
  7. Kwasnicka H., Switalski K.: Discovery of association rules from medical data - classical and evolutionary approaches. Annales, Informatica, vol. IV, Universytet Marii Curie-Skłodowskiej, Eds M. Ganzha [i in.]. ISSN 1732-1360, 2006, pp. 204-217. (*.pdf)
  8. Kwasnicka H., Paradowski M.: On Evaluation of Image Auto-Annotation Methods. ISDA 2006 Proceedings, IEEE Computer Society, Los Alamitos, Washington, Tokyo. Eds. Chen Yuehui, Ajith Abraham. October 2006. Vol. II, pp. 353-361. (*.pdf)
  9. Kwasnicka H., Paradowski M.: Multiple Class Machine Learning Approach for Image Auto-Annotation Problem. ISDA 2006. ISDA 2006 Proceedings, IEEE Computer Society, Los Alamitos, Washington, Tokyo. Eds. Chen Yuehui, Ajith Abraham. October 2006. Vol. II, pp. 347-352. (*.pdf)
  10. Kwasnicka H., Stanek M.: Genetic Approach to Optimize Traffic Flow by Timing Plan Manipulation. ISDA 2006 Proceedings, IEEE Computer Society, Los Alamitos, Washington, Tokyo. Eds. Chen Yuehui, Ajith Abraham. October 2006. Vol. II. pp. 1171-1176.(*.pdf, video)
  11. Kwasnicka H., Michalak K.: Correlation-based Feature Selection Strategy in Neural Classification. ISDA 2006 Proceedings, IEEE Computer Society, Los Alamitos, Washington, Tokyo. Eds. Chen Yuehui, Ajith Abraham. October 2006. Vol. I, pp. 741-746.
  12. Kwasnicka H., Zak B.: Fuzzy logic in stuttering therapy. Artificial Intelligence and Soft Computing - ICASC 2006. Rutkowski L., Tadeusiewicz R., Zadeh L.A., Zurada J. (Eds), Lecture Notes in Artificial Intelligence LNAI v. 4029, pp. 925-930. Springer, 2006.
  13. Kwasnicka H., Wozniak P.: EMOT - Evolutionary Approach to 3D Computer Animation. Proceedings of the International Multiconference on Computer Science and Information Technology, Volume 1 (CD ISSN 1896-7094). XXII Autumn Meeting of Polish Information Processing Society. November 6 - 10, 2006. Wisła, Poland. 2006.(*.pdf, example 1, example 2)
  14. Kunicka A., Kwasnicka H.: HYPERMARKET - an evolutionary paths planner. W: Evolutionary Computation and Global Optimization 2006. J. Arabas (ed.). Murzasichle, May 31 - June 2, 2006. Warszawa: Oficyna Wydaw. PWarsz. 2006 (Prace Naukowe - Politechnika Warszawska. Elektronika, ISSN 0137-2343; pp. 247-256.(*.pdf)
  15. Kwasnicka H., Paradowski M.: Spread Histogram - A Method for Calculating Spatial Relations Between Objects, Computer Recognition Systems, Proceedings of the 4th International Conference on Computer Recognition Systems CORES'05, M. Kurzyński, E. Puchała, M. Woźniak, A. Żołnierek (Eds.), Advances in Soft Computing, Springer, pp. 249-256 (*.pdf)
  16. Kwasnicka H., Michalak K.: Correlation Dimension and the Quality of Forecasts Given by a Neural Network. LNCS. 2005 vol. 3526 pp. 332-341, First Conference on Computability in Europe, CiE 2005. Amsterdam, June 8-12, 2005.
  17. Kwasnicka H., Paradowski M.: Melanocytic Lesion Images Segmentation Enforcing by Spatial Relations Based Declarative Knowledge. W: 5th International Conference on Intelligent Systems Design and Applications. Proceedings. Eds H. Kwasnicka, M. Paprzycki. Wrocław, September 8-10, 2005. Los Alamitos [i.in.]: IEEE Computer Society [Press], cop. pp. 286-291, 2005. (*.pdf)
  18. Glomba M., Filak T., Kwasnicka H.: Discovering Effective Strategies for Iterated Prisoner's Dilemma using Genetic Algorithms. W: 5th International Conference on Intelligent Systems Design and Applications. Proceedings. Eds H. Kwasnicka, M. Paprzycki. Wrocław, September 8-10, 2005. Los Alamitos [i.in.]: IEEE Computer Society [Press], cop. pp. 356-361, 2005.
  19. Kwasnicka H., Gierusz M.: Managing of Cooperative Genetic Algorithms by Intelligent Agent. W: 5th International Conference on Intelligent Systems Design and Applications. Proceedings. Eds H. Kwasnicka, M. Paprzycki. Wrocław, September 8-10, 2005. Los Alamitos [i.in.]: IEEE Computer Society [Press], cop. pp. 564-569, 2005.(*.pdf)
  20. Kwasnicka H., Paradowski M.: Efficiency aspects of neural network architecture evolution using direct and indirect encoding. W: Adaptive and natural computing algorithms. Proceedings of the international conference. Eds Bernardette Ribeiro [i.in.]. Coimbra, Portugal, [March 21-23], 2005. Wien; New York: pp. 405-408, Springer 2005.(*.pdf)
  21. Kwasnicka H., Huk M.: The concept and properties of Sigma-if neural network. W: Adaptive and natural computing algorithms. Proceedings of the international conference. Eds Bernardette Ribeiro [i in.]. Coimbra, Portugal, [March 21-23], 2005. Wien; New York: s. 13-17, Springer 2005. (*.pdf)
  22. Kwasnicka H., Markowska-Kaczmar U., Osojca T.: Evolutionary Strategy cooperating with Genetic Algorithm in Rule Extraction from Medical Data. W: J. Med. Inform. Technol. Vol. 7 pp. KB-3-KB-12. 2004. (*.pdf)
  23. Kwasnicka H., Paradowski M.: Selection Pressure and an Efficiency Of Neural Network Architecture Evolving. W: Seventh International Conference on Artificial Intelligence and Soft Computing, June 7-11, 2004.(*.pdf)
  24. Kwasnicka H., Myszkowski P.: IBIS: A New Evolutionary Algorithm for Timetable Problem. W: Intelligent Information Systems 2004, New Trends in Intelligent Information Processing and Web Mining, Zakopane, Poland. Institute of Computer Science of the Polish Academy of Sciences. May 17-20, 2004.
  25. Kwasnicka H., Orski P.: Genetic Algorithm as an Attributes Selection Tool for Learning Algorithms. W: Intelligent Information Systems 2004, New Trends in Intelligent Information Processing and Web Mining, Zakopane, Poland,  Institute of Computer Science of the Polish Academy of Sciences. May 17-20, 2004.
  26. Dryl J., Kwasnicka H., Markowska-Kaczmar U., Matkowski R., Mikołajczyk P., Tomasiak J.: Discovering Dependencies in Medical Data by Visualisation. W: Fourth International ICSC Symposium on Engineering Of Intelligent Systems (EIS 2004), Island of Madeira, Portugal, February 29 - March 2, 2004.
  27. Dryl J., Kwasnicka H., Kornafel J., Markowska-Kaczmar U., Matkowski R., Mikołajczyk P., Tomasiak J.: Rule Discovery from Medical Data Using Genetic Algorithm. W:Fourth International ICSC Symposium on Engineering Of Intelligent Systems (EIS 2004), Island of Madeira, Portugal, February 29 - March 2004.
  28. Kwasnicka H., Spirydowicz A.: Checkers: TD(lambda) learning applied for deterministic game. 9th International Conference on Soft Computing, evolutionary computation, genetic programming, fuzzy logic, rough sets, neural networks, fractals, Bayesian mehods. Mendel 2003. [Eds Matousek R., Osmera P.]. Brno, Czech Republic, June 4-6, 2003. Brno: University of Technology. Faculty of Mechanical Engineering 2003 str. 194-199, 2003.
  29. Kwasnicka H., Markowska-Kaczmar U., Osojca T.: Usefuleness of evolutionary methods in the rule extracion. W: 9th International Conference on Soft Computing, evolutionary computation, genetic programming, fuzzy logic, rough sets, neural networks, fractals, Bayesian mehods. Mendel 2003. [Eds Matousek R., Osmera P., Brno, Czech Republic, June 4-6, 2003. Brno: University of Technology. Faculty of Mechanical Engineering 2003 str. 96-101, 2003.
  30. Kwasnicka H., Efficiency of Selected Metaheuristics Applied to TSP Problem - Simulation Study, TASK Quarterly Journal on computational intelligence, Scientific Bulletin of the Academic Computer Center in Gdansk, Poland. pp. 73-91, 2003. (*.pdf)
  31. Kwasnicka H., Doczekalski M.: Data Mining - Generation and Visualisation of Decision Trees. W: System Science, Vol. 28, No 3, pp. 63-84. 2002. (*.pdf)
  32. Kwasnicka H., Wawrzyniak B., 'Licence Plates Localisation and Recognition in camera pictures', W: Methods of artificial intelligence. Eds. T. Burczyński, W. Cholewa, W. Moczulski. AI METH 2002, 3rd Symposium on Methods of Artificial Intelligence, November 13-15, 2002, Gliwice, Poland Gliwice, 13-15 November 2002, str. .243-246, 2002. (*.pdf)
  33. Kwasnicka H., Ciosmak M., 'Intelligent Techniques in Stock Analysis', IIS'2001, Intelligent Information Systems 2001, Proceedings of the International Symposium "Intelligent Information Systems X", June 18-22, 2001, Zakopane, Poland. Physica-Verlag, A Springer-Verlag Company, pp.195-208.(*.pdf)
  34. Kwasnicka H., Rynkiewicz S., 'Neural Networks Design Using a GA with Pleiotropy Effect', 10th International Conference on System Modelling Control SMC'2001, Zakopane, May 21-25, 2001, Proceedings, Technical Univ. of Lodz, vol.1., pp. 437-442. (*.pdf)
  35. Kwasnicka H., Markowska-Kaczmar U., Cińcio S., 'System Designing The Neural Network Structure In Parallel Environment', MENDEL'99, 4th International Mendel Conference on Genetic Algorithms, Technical University of Brno, Faculty of Mechanical Engineering Institute of Automation and Computer Science, Brno, Czech Republic, June 9-12, 1999. (*.pdf)
  36. Kwasnicka H., 'Knowledge Acquisition For Intelligent Control Of Cooperative Evolutionry Algorithms', MENDEL'99, 4th International Mendel Conference on Genetic Algorithms, Technical University of Brno, Faculty of Mechanical Engineering Institute of Automation and Computer Science, Brno, Czech Republic, June 9-12, 1999. (*.pdf)
  37. Kwasnicka H., Molecki B., 'Timetabling of the city tram service using a genetic algorithm' Intelligent Information Systems VIII Proceedings of the Workshop, Ustron, Poland, June 14-18, 1999. (*.pdf)
  38. Kwasnicka H., 'K-MODEL - an Evolutionary Algorithm with New Schema of Representation', CIMAF'99, II Symposium on Artificial Intelligence, Adaptive Systems, March 22-26, 1999, International Conference Center of Havana, Cuba. (*.pdf)
  39. Kwasnicka H., 'Redundancy of Genotypes as the Way for Some Advanced Operators in Evolutionary Algorithms - Simulation Study', VIVEK A Quarterly in Artificial Intelligence, Vol. 10, No. 3, July 1997., pp. 2-11, National Centre for Software Technology, Mumbai, Indie. (*.pdf)
  40. Kwasnicka H., Szerszon P., 'NetGen - Evolutionary Algorithms in Designing Artificial Neural Networks', Proceedings of the Third Conference NEURAL NETWORKS AND THEIR APPLICATIONS AND SUMMER SCHOOL ON Neural Networks Applications to Signal Processing, Kule k/Częstochowy, 14-18 October 1997, pp. 671-676, Polish Association of Neural Networks, Częstochowa, Poland, 1997.
  41. Kwasnicka H., 'Nadmiarowość Genetyczna, Poligeniczność i Plejotropowość w Algorymach Ewolucyjnych' KAEiOG'97, Rytro, 15-19 września 1997, Materiały II Krajowej Konferencji Algorytmy Ewolucyjne i Optymalizacja Globalna, str. 137-144, Politechnika Warszawska, Wydz. Elektroniki i Technik Informacyjnych, 1997.
  42. Nowostawski M., Kwasnicka H., 'The Search Engine for Information Systems Based on Parallel Genetic Algorithm', Zakopane, 2-5 September 1997, Proceedings of the 2nd International Conference on Parallel Processibg & Applied Mathematics, str. 442-451, PCZ IMI, Częstochowa 1997.
  43. Kwasnicka H., 'The Role of Redundant Genes in Evolutionary Algorithms ? Simulation Study', 15 IMACS World Congress on Scientific Computation, Modelling and Applied Mathematics, Berlin, 20-25 August 1997, Proceedings, Volume 2: Numerical Mathematics, str. 645-650, W&T, Berlin 1997.
  44. Kwasnicka H., Kwasnicki W., 'Genetic Operators in an Evolutionary Model of Industrial Dynamics', MENDEL'97 III International Mendel Conference on Genetic, Optimization Problems, Fuzzy Logic, Neural Networks, Rough Sets. Technical University of Brno, Faculty of Mechanical Engineering, Institute of Automation and Computer Science, Brno, Czech Republic, str. 77-82, June 25-27, 1997.
  45. Kwasnicka H., 'Evolutionary Approach to Artificial Neural Network Design ? Good Way or Blind Alley', MENDEL'97 III International Mendel Conference on Genetic, Optimization Problems, Fuzzy Logic, Neural Networks, Rough Sets. Technical University of Brno, Faculty of Mechanical Engineering, Institute of Automation and Computer Science, Brno, Czech Republic,str. 342-347, June 25-27, 1997.
  46. Kwasnicka H., 'Pleiotropy and Polygene in Evolutionary Algorithms', Intelligent Information Systems, Proceedings of the Workshop held in Zakopane, Poland 9-13 June, 1997, pp. 269-277, Instytut Podstaw Informatyki Polskiej Akademii Nauk, 1997.
  47. Kwasnicka H., Markowska-Kaczmar U., 'Chromosome Coding and Evolutionary Algorithms Efficiency', Colloquia in Artificial Intelligence Theory and Applications CAI'96, 19-21 Grudnia, Łódź, 1996. Folia Informatica, University of  Łódź, Poland. No. 1/98.
  48. Kwasnicka H., Żurakowski Z., 'Dependability Issues Associated with Application of Computer-Based Systems in EHV Substations', MEPS'96, Proceedings of the International Symposium on Modern Electric Power Systems, Wrocław, Poland, September 26-27, Institute of Electrical Power Engineering, Tech. University of Wrocław, 1996, pp. 360-368.
  49. Kwasnicka H., Kwasnicki W., 'Long-Term Diffusion Factors of Technological Development: An Evolutionary Model and Case Study', Technological Forecasting and Social Change, vol. 52, No. 1, pp. 31-57, 1996. (*.pdf)
  50. Kwasnicka H., Kwasnicki W., 'Simulation of Technological Substitution-Diffusion Processes: An Evolutionary Approach', Modelling and System Simulation. Proceedings of the 30th Spring International Conference MOSIS ?96, Czech Republic, Krnov, April 23-25,1996 pp. 256-261. (*.pdf)

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