Books

• S.T.Wierzchoń. Sztuczne systemy immunologiczne. Teoria i zastosowania (Artificial Immune Systems. Theory and Applications). Akademicka Oficyna Wydawnicza EXIT, Warszawa 2001. ISBN 83-87674-30-3, 282+vii pp. Brief intro (in Polish)
• S.T. Wierzchoń. Metody reprezentacji i przetwarzania informacji niepewnej w ramach teorii Dempstera-Shafera. Wyd. IPI PAN, Warszawa 1996. ISBN 83-900820-5-5, 215 s.

Books co-authored

• M.A. Kłopotek, S.T. Wierzchoń, K. Ciesielski, M. Dramiński, and D. Czerski. Conceptual Maps of Document Collections in Internet and Intranet. Coping with the Technological Challenge. Wyd. IPI PAN, Warszawa 2007. ISBN 978-83-922508-2-1
• S.T. Wierzchoń and M.A. Kłopotek. Evidential reasoning. An interpretative investigations. Wydawnictwo Akademii Podlaskiej, Siedlce 2002, 304 pp. further information

Books co-edited

• J. Koronacki, Z.W. Raś, S. Wierzchoń, and J. Kacprzyk (Eds.), Advances in Machine Learning I, Studies in Computational Intelligence, Vol. 262, Springer, 2010. BIBTEX
• J. Koronacki, Z.W. Raś, S. Wierzchoń, and J. Kacprzyk (Eds.), Advances in Machine Learning II, Studies in Computational Intelligence, Vol. 263, Springer, 2010. BIBTEX
• M. A. Kłopotek, M. Marciniak, A. Mykowiecka, W. Penczek, and S. T. Wierzchoń (Eds.). Intelligent Information Systems. New Approaches. Wyd. Akademii Podlaskiej, Siedlce, Poland 2010. ISBN 978-83-7051-580-5
• M.A. Kłopotek, A. Przepiórkowski, S.T. Wierzchoń, and K. Trojanowski (Eds.) Recent Advances in Intelligent Information Systems, Akademicka Oficyna Wydawnicza EXIT, 2009. ISBN: 978-83-60434-59-8
• M.A. Kłopotek, A. Przepiórkowski, S.T. Wierzchoń, and K. Trojanowski (Eds.) Intelligent Information Systems XVI, Akademicka Oficyna Wydawnicza EXIT, 2008. ISBN: 978-83-60434-44-4.
• O. Hryniewicz, J. Kacprzyk, J. Koronacki, and S.T.Wierzchoń (Eds.) Issues in Intelligent Systems. Paradigms. Akademicka Oficyna Wydawnicza EXIT, Warszawa 2005. ISBN 83-87674-90-7, 356+ix pp.

Conference Proceedings and Special Issues

• M.A. Kłopotek, A. Przepiórkowski, and S.T. Wierzchoń. Special Issue on Intelligent Information Processing and Web Mining. Control and Cybernetics, vol. 39, no. 2, 2010.
• M.A. Kłopotek, S.T. Wierzchoń, and K. Trojanowski (Eds.) Intelligent Information Processing and Web Mining, Proc. of the International IIS:IIPWM'06, Ustroń, Poland. June 19-22, 2006. Advances in Soft Computing, vol. 35. Springer 2006, ISBN: 978-3-540-33520-7.
• M.A. Kłopotek, S.T. Wierzchoń, and K. Trojanowski (Eds.) Intelligent Information Processing and Web Mining, Proc. of the International IIS:IIPWM'05, Gdańsk, Poland. June 13-16, 2005. Advances in Soft Computing, vol. 31. Springer 2005, ISBN: 978-3-540-25056-2. BIBTEX
• M.A. Kłopotek, S.T. Wierzchoń, and K. Trojanowski (Eds.) Intelligent Information Processing and Web Mining, Proc. of the International IIS:IIPWM'04, Zakopane, Poland. May 17-20, 2004. Advances in Soft Computing, vol. 25. Springer 2004, ISBN: 978-3-540-21331-4. BIBTEX
• M.A. Kłopotek, S.T. Wierzchoń, and K. Trojanowski (Eds.) Intelligent Information Processing and Web Mining, Proc. of the International IIS:IIPWM'03, Zakopane, Poland. June 2-5, 2003. Advances in Soft Computing, vol. 22. Springer 2003, ISBN: 978-3-540-00843-9. BIBTEX
• M.A. Kłopotek, S.T. Wierzchoń, and M. Michalewicz (Eds.) Intelligent Information Systems 2002. Proc. of the IIS'2002 Symposium, Sopot, Poland, June 3-6, 2002. Advances in Soft Computing, vol. 17. Physics-Verlag 2002, ISBN 3-7908-1509-8. BIBTEX
• M.A. Kłopotek, M. Michalewicz, and S.T. Wierzchoń (Eds.) Intelligent Information Systems 2001, Proc. of the International Symposium "Intelligent Information Systems X", June 18-22, 2001, Zakopane, Poland Advances in Soft Computing Springer 2001. ISBN 3-7908-1407-5. BIBTEX
• M.A. Kłopotek, M. Michalewicz, and S.T. Wierzchoń (Eds.) Intelligent Information Systems, Proc. of the IIS'2000 Symposium, June 12-16, 2000, Bystra, Poland. Advances in Soft Computing, vol. Physica-Verlag 2000. ISBN 3-7908-1309-5 BIBTEX.
• M.A. Kłopotek, S.T. Wierzchoń, and M. Michalewicz (Eds.) Intelligent Information Systems X. Communications of the 10-th International Symposium, Zakopane, 17-21 June 2000, Publisher IPI PAN, ISSN-0138-0648, Warszawa, 2001
• M.A. Kłopotek, M. Michalewicz, and S.T. Wierzchoń (Eds.) Intelligent Information Systems. The 9-th International Workshop on Intelligent Information Systems IIS'2000, Bystra, June 12-16, 2000, Publisher IPI PAN, ISBN-83-910948-2-0, Warszawa, 2000

Book chapters and journal papers

• S.T. Wierzchoń. Simulated annealing. Wiley Encyclopedia of Operations Research and Management Science, Wiley 2011. DOI: 10.1002/9780470400531.eorms0778
• S.T.Wierzchoń, M.Kłopotek, K. Ciesielski, D. Czerski, and M. Dramiński. Accelerating PageRank computations. Control and Cybernetics, vol. 40, no. 2, 2011
• M. A. Kłopotek, S.T. Wierzchoń, K. Ciesielski, D. Czerski, M. Dramiński. Towards the Notion of Typical Documents in Large Collections of Documents. In: Visual Analytics and Interactive Technologies: Data, Text and Web Mining Applications, pp. 1-18. IGI_Global 2011. DOI: 10.4018/978-1-60960-102-7.ch001
• K. Ciesielski, D. Czerski, M. Dramiński, M. Kłopotek, and S.T. Wierzchoń. Semantic information within the BEATCA framework. Control and Cybernetics, vol. 39, no. 2, 2011, pp. 377-400
• K.Ciesielski, M.A.Kłopotek, and S.T.Wierzchoń. Applying the immunological network concept to clustering document collections. Chapter VIII in: H. Mo, ed. Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies. IGI Global, 2009. DOI: 10.4018/978-1-60566-310-4.ch008
• M. Lucińska, and S.T. Wierzchoń. An immune inspired algorithm for learning strategies in a pursuit-evasion game. Chapter IV of: H. Mo, ed. Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies. IGI Global, 2009. DOI: 10.4018/978-1-60566-310-4.ch004
• K. Trojanowski, and S.T. Wierzchoń. Immune-based algorithms for dynamic optimization. Information Sciences, vol. 179, np. 10, 2009, 1495-1515. DOI: 10.1016/j.ins.2008.11.014. BIBTEX
• M. A. Kłopotek, S.T. Wierzchoń, K. Ciesielski, M. Dramiński, and D. Czerski. Techniques and technologies behind maps of Internet and Intranet document collections. In: Lu, Jie; Ruan, Da; Zhang, Guangquan (Eds.): E-Service Intelligence – Methodologies, Technologies and Applications. Studies in Computational Intelligence, Vol. 37, Springer 2007, pp. 169-190. DOI: 10.1007/978-3-540-37017-8_7. BIBTEX
• A. Chmielewski, and S.T. Wierzchoń. Experiments with the V-detector algorithm. System Science, 32(4):55-63, 2007 (abstract)
• S.T. Wierzchoń. Function optimization by the immune metaphor. Task Quarterly, vol. 6, no. 3 (2002), 493-508. abstract
• S.T. Wierzchoń. Deriving concise description of non-self patterns in an artificial immune system. In: L. C. Jain, J. Kacprzyk, eds, New Learning Paradigm in Soft Computing. Physica-Verlag 2001, 438-458, ISBN 3-7908-1436-9. abstract
• S.T. Wierzchoń, M.A. Kłopotek: Modified component valuations in valuation based systems as a way to optimize query processing. Journal of Intelligent Information Systems 9 (1997) 157-180. DOI: 10.1023/A:1008651431868. BIBTEX
• S.T. Wierzchoń, M.A. Kłopotek, and M. Michalewicz. Reasoning and facts explanation in valuation-based systems, Fundamenta Informatica, 30 (1997) 359-371. BIBTEX
• M.A.Kłopotek, and S.T.Wierzchoń. Empirical models for the Dempster-Shafer Theory. In: R.P. Srivastava, Th.J. Mock, eds.: Belief Functions in Business Decisions Physica-Verlag 2002, pp. 62-112. ISBN 3-7908-1451-2
• S.T. Wierzchoń. Randomness and fuzziness in a linear programming problem. IN: J. Kacprzyk and M. Fedrizzi (eds.), Combining Fuzzy Imprecision with Probabilistic Uncertainty in Decision Making, Springer Verlag (1988), pp. 227-239. BIBTEX
• S.T. Wierzchoń. On plausible reasoning. In: M.M. Gupta & T. Yamakawa (eds.), Fuzzy Logic in Knowledge-Based Systems, Decision and Control, North-Holland (1988), pp. 133-152. BIBTEX
• S.T. Wierzchoń. An inference rule based on Sugeno measure. In: J.C. Bezdek (ed.), Analysis of Fuzzy Information, CRC Press (1987), vol. 1, pp. 85-96. BIBTEX (pdf file)
• S.T. Wierzchoń. Linear programming with fuzzy sets: A general approach, Mathematical Modelling, 9(1987)447-459. DOI
• S.T. Wierzchoń. Feature selection: Fuzzy classification. In: M.G. Singh (ed.), Systems and Control Encyclopedia, Pergamon Press, (1987), pp. 1601-1604
• S.T. Wierzchoń. Mathematical tools for knowledge representation. IN: M.M. Gupta, A. Kandel, W. Bandler, J.B. Kiszka (eds.), Approximate Reasoning in Expert Systems, North-Holland (1985), pp. 61-70
• S.T. Wierzchoń. An algorithm for identification of fuzzy measure, Fuzzy Sets and Systems, 9(1983)69 -78. DOI
• S.T. Wierzchoń. On fuzzy measure and fuzzy integral. In: M.M. Gupta & E. Sanchez (eds.) Fuzzy Information and Decision Processes, North-Holland (1982), pp. 79-86

Selected papers in conference proceedings

• A. Chmielewski, and S.T. Wierzchoń. An immune approach to recognition of handwritten words. In: Proc. of the International Conference on Biometrics and Kansei Engineering: ICBAKE 2009, IEEE CS Press, s. 49-55. DOI: : 10.1109/ICBAKE.2009.19
• A. Chmielewski, and S.T. Wierzchon. Minimizing overlapping regions for double detectors approach. IMCSIT 2009: 25-30. BIBTEX
• K. Ciesielski, M.A. Kłopotek, and S.T. Wierzchoń. Contextual adaptive clustering of Web and text documents with personalization. Proc. of the 3rd ECML/PKDD International Conference on Mining Complex Data. LNCS 4944, Springer-Verlag 2008, pp. 116-130. BIBTEX
• K. Ciesielski, M.A. Kłopotek, and S.T. Wierzchoń. Term distribution-based initialization of fuzzy text clustering. ISMIS 2008: 278-287 BIBTEX
• S.T. Wierzchoń, K. Ciesielski, and M.A. Kłopotek. Scalability and evaluation of contextual immune model for Web mining. In: A.-E. Hassanien, and J. Kacprzyk, A. Abraham, eds., Computational Intelligence in Multimedia Processing: Recent Advances, Springer-Verlag 2008, pp. 379-408. DOI: 10.1007/978-3-540-76827-2_15
• A. Chmielewski, and S.T. Wierzchoń. An immune approach to classifying the high-dimensional datasets. In: International Multiconference on Computer Science and Information Technology, IMCSIT 2008, pp. 91-96. DOI: 10.1109/IMCSIT.2008.4747223
• K. Ciesielski, M.A. Kłopotek, and S.T. Wierzchoń. Histogram-based dimensionality reduction of term vector space. CISIM 2007: 103-108. DOI: 10.1109/CISIM.2007.35. BIBTEX
• A. Chmielewski, and S.T. Wierzchoń. Simple method of increasing the coverage of nonself region for negative selection algorithms. CISIM 2007: 155-160. DOI: 10.1109/CISIM.2007.60. BIBTEX
• D. Małyszko, and S.T. Wierzchoń. Standard and genetic k-means clustering techniques in image segmentation. CISIM 2007: 299-304. DOI: 10.1109/CISIM.2007.63. BIBTEX
• K. Ciesielski, M.A. Kłopotek, and S.T. Wierzchoń. Contextual adaptive Clustering of Web and text documents with personalization. MCD 2007: 116-130. BIBTEX
• M.A. Kłopotek, K. Ciesielski, D. Czerski, M. Dramiński, and S.T. Wierzchoń. BEATCA: Map-based intelligent navigation in WWW. AIMSA 2006: 245-254. BIBTEX
• M.A. Kłopotek, S.T. Wierzchoń, K. Ciesielski, M. Dramiński, and D. Czerski. Map-based recommendation of hyperlinked document collections. EC-Web 2006: 1-10. BIBTEX
• K. Ciesielski, S.T. Wierzchoń, and M.A. Kłopotek: An immune network for contextual text data clustering. ICARIS 2006: 432-445 BIBTEX
• S.T. Wierzchoń. Idiotypic networks as a metaphor for data analysis algorithms. In: K. Saeed, J. Pejaś, eds., Advances in Information Processing and Security Systems with Applications, Springer, NY 2005, pp. 389-400. DOI: 10.1007/0-387-26325-X_35
• S.T. Wierzchoń. Idiotypic networks as a metaphor for immune algorithms. In: O. Hryniewicz, J. Kacprzyk, J. Koronacki, S.T.Wierzchoń: Issues in Intelligent Systems. Paradigms. Akademicka Oficyna Wydawnicza EXIT, Warszawa 2005, pp. 319-340
• K. Ciesielski, M. Dramiński, M.A. Kłopotek, M. Kujawiak, S.T. Wierzchoń: On some clustering algorithms for document maps creation. In: M.A. Kłopotek, S.T. Wierzchoń, K. Trojanowski, eds: Intelligent Information Processing and Web Mining. Advances in Soft Computing Series of Physica-Verlag/Springer Verlag, Heidelberg/ New York 2005, pp. 259. DOI: 10.1007/3-540-32392-9_27
• S.T. Wierzchoń, and K. Rogowski. An immune-based algorithm for anomaly detection. In: B.De Beats, R. De Caluwe, G. de Tre, J. Fodor, J. Kacprzyk, S. Zadrożny (eds): Current Issues in Data and Knowledge Engineering, Akademicka Oficyna Wydawnicza EXIT Warszawa 2004, pp. 459-468
• S.T. Wierzchoń. Artificial immune systems: A survey of applications. In: P. Grzegorzewski, M. Krawczak, S. Zadrożny eds.: Soft Computing Tools, Techniques and Applications. Akademicka Oficyna Wydawnicza EXIT Warszawa 2004, pp. 371-384
• K. Trojanowski, and S.T. Wierzchoń. Studying properties of multipopulation heuristic approach to non-stationary optimisation tasks. IIS 2003: 23-32 BIBTEX
• M.A. Kłopotek, and S.T. Wierzchoń. Bayesian nets for recommender systems. IIS 2003: 87-96. BIBTEX
• K. Trojanowski, and S.T. Wierzchoń. Searching for memory in artificial immune system. Intelligent Information Systems 2002: 175-183. BIBTEX
• M.A. Kłopotek, and S.T. Wierzchoń. Application of valuation based systems to optimization of enumeration protocols. Intelligent Information Systems 2002: 301-310. BIBTEX
• S.T. Wierzchoń. Multimodal optimization with artificial immune systems. Intelligent Information Systems 2001: 167-178. BIBTEX
• M.A. Kłopotek, S.T. Wierzchoń, A. Jodlowski, K. Skowronski, M. Michalewicz, M.A. Bednarczyk, and W. Pawłowski. Dynamic AI methods applied to Internet-based integration of credit scoring systems. FQAS 2000: 560-569.BIBTEX
• S.T. Wierzchoń. Generating optimal repertoire of antibody strings in an artificial immune system. Intelligent Information Systems 2000: 119-133. BIBTEX
• M.A. Kłopotek, S.T. Wierzchoń: A new qualitative rough-set approach to modeling belief functions. In: L. Polkowski, A. Skowron eds, Rough Sets And Current Trends In Computing, LNAI 1424 Springer-Verlag, 1998, str 346-353. DOI: 10.1007/3-540-69115-4_47. abstract
• M.A. Kłopotek, S.T. Wierzchoń: An interpretation for the conditional belief function in the theory of evidence. In: Z.Raś, A. Skowron (eds.) Foundations of Intelligent Systems. LNAI 1609, Springer-Verlag, Berlin, 1999, pp. 494-502. DOI: 10.1007/BFb0095137. abstract