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The Choquet Integral Applied to Ranking Therapies in Radiation Cystitis

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Intelligent Systems'2014

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 323))

Abstract

We modify the classical fuzzy decision making model by adopting the concept of the Choquet integral as a measure of the therapy utility, when proving different treatments in radiation cystitis. The objective is to rank therapies as a sequence, commencing with the most efficacious remedy.

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References

  1. Bouchon-Meunier, B., Jia, Y.: Linguistic modifiers and imprecise categories. Special Issue: Uncertanty Management in Knowledge-based Systems 7(1), 25–36 (1992)

    MATH  Google Scholar 

  2. Denton, A.S., Clarke, N., Maher, J.: Non-surgical Interventions for Late Radiation Cystitis in Patients who Have Received Radical Radiotherapy to the Pelvis. Wiley Online – The Cochrane Library (2009), http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD001773/pdf

  3. Grabisch, M., Murofushi, T., Sugeno, M., Kacprzyk, J.: Fuzzy Measures and Integrals. Theory and Applications. Physica Verlag, Berlin (2000)

    MATH  Google Scholar 

  4. Martinez-Rodrigues, R., Areal Calama, J., Buisan Rueda, O., González Satue, C., Sanchez Macias, J., Arzoz Fabregas, M., Gago Ramos, J., Bayona Arenas, S., Ibarz Servio, L., Saladié Roig, J.M.: Practical Treatment Approach of Radiation Induced Cystitis. Actas Urol Esp. 34(7), 603–609 (2010)

    Google Scholar 

  5. Mirofushi, T., Sugeno, M.: An Interpretation of Fuzzy Measures and the Choquet Integral as an Integral with Respect to a Fuzzy Measure. Fuzzy Sets and Systems 29, 201–227 (1989)

    Article  MathSciNet  Google Scholar 

  6. Novák, V., Perfilieva, I.: Evaluating of Linguistic Expressions and Functional Fuzzy Theories in Fuzzy Logic. In: Zadeh, L.A., Kacprzyk, J. (eds.) Computing with Words in Information – Intelligent Systems. STUDFUZZ, vol. 33, pp. 383–406. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  7. Rakus-Andersson, E., Jogreus, C.: The Choquet and Sugeno Integrals as Measures of Total Effectiveness of Medicines. In: Castillo, O., Melin, P., Ross, O.M., Cruz, M., Pedrycz, W., Kacprzyk, J. (eds.) Theoretical Advances and Applications of Fuzzy Logic and Soft Computing. ASC, vol. 42, pp. 253–262. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  8. Rakus-Andersson, E.: Decision-making Techniques in Ranking of Medicine Effectiveness. In: Sordo, M., Vaidya, W., Jain, L.C. (eds.) Advanced Computational Intelligence Paradigms in Healthcare 3. SCI, vol. 107, pp. 51–73. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  9. Rakus-Andersson, E.: Adjusteds-parametric Functions in the Creation of Symmetric Constraints. In: Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, ISDA 2010, pp. 451–456 (2010)

    Google Scholar 

  10. Rakus-Andersson, E.: The Mamdani Controller with Modeled Families of Constraints in Evaluation of Cancer Patient Survival Length. In: Ramanna, S., Jain, L.C., Howlett, R.J. (eds.) Emerging Paradigms in ML and Applications. SIST, vol. 13, pp. 359–378. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  11. Rakus-Andersson, E.: Selected Algorithms of Computational Intelligence in Surgery Decision Making. Open Access book Gastroenterology in SCITECH (2012), http://www.intechopen.com/articles/show/title/selected-algorithms-of-computational-intelligence-in-cancer-surgery-decision-making

  12. Rakus-Andersson, E., Frey, J.: α-cut Fuzzy Numbers as Utilities of Decision Making in Treatment of Radiation Cystitis. In: Greco, S., Bouchon-Meunier, B., Coletti, G., Fedrizzi, M., Matarazzo, B., Yager, R.R. (eds.) IPMU 2012, Part I. CCIS, vol. 297, pp. 140–149. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  13. Sugeno, M.: Fuzzy Measures and Fuzzy Integrals - a Survey. In: Gupta, M.M., Saridis, G.N., Gaines, B.R. (eds.) Fuzzy Automata and Decision Processes, pp. 89–102. North-Holland, New York (1977)

    Google Scholar 

  14. Yager, R.R.: Fuzzy Decision Making Including Unequal Objectives. Fuzzy Sets and Systems 1, 87–95 (1978)

    Article  MATH  Google Scholar 

  15. Yager, R.R.: Generalized OWA Aggregation Operators. Fuzzy Optimization and Decision Making 3, 93–107 (2004)

    Article  MathSciNet  MATH  Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Mathematics and Science, Blekinge Institute of Technology, 37179, Karlskrona, Sweden

    Elisabeth Rakus-Andersson

  2. Department of Surgery and Urology, Blekinge County Hospital, 371 85, Karlskrona, Sweden

    Janusz Frey

Authors
  1. Elisabeth Rakus-Andersson
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  2. Janusz Frey
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Corresponding author

Correspondence to Elisabeth Rakus-Andersson .

Editor information

Editors and Affiliations

  1. Ford Motor Company, Research & Advanced Engineering, Dearborn, Mississippi, USA

    D. Filev

  2. Industrial Research Institute for Automation and Measurements (PIAP), Warsaw, Poland

    J. Jabłkowski

  3. Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

    J. Kacprzyk

  4. Polish Academy of Sciences and WIT - Warsaw School of Information Technology, Systems Research Institute, Warsaw, Poland

    M. Krawczak

  5. Bulgarian Academy of Sciences, Institute of Information and Communication, Sofia, Bulgaria

    I. Popchev

  6. Department of Computer Engineering, Częstochowa University of Technology, Częstochowa, Poland

    L. Rutkowski

  7. Bulgarian Academy of Sciences, Institute of Information and Communication Technologies, Sofia, Bulgaria

    V. Sgurev

  8. Department of Computer and Information Technologies, “Prof. Assen Zlatarov" University Faculty of Technical Sciences, Bourgas, Bulgaria

    E. Sotirova

  9. Industrial Research Institute for Automation and Measurements (PIAP), Warsaw, Poland

    P. Szynkarczyk

  10. Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

    S. Zadrozny

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Rakus-Andersson, E., Frey, J. (2015). The Choquet Integral Applied to Ranking Therapies in Radiation Cystitis. In: Filev, D., et al. Intelligent Systems'2014. Advances in Intelligent Systems and Computing, vol 323. Springer, Cham. https://doi.org/10.1007/978-3-319-11310-4_38

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  • DOI: https://doi.org/10.1007/978-3-319-11310-4_38

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11309-8

  • Online ISBN: 978-3-319-11310-4

  • eBook Packages: EngineeringEngineering (R0)

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