Extracting decision rules from qualitative data using sugeno integral: A case-study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 9161, Issue , 2015, Pages 14-24

  Dubois, Didier ^a   Durrieu, Claude ^b   Prade, Henri ^a   Rico, Agnès ^c   Ferro, Yannis ^b  

^a UNIVERSITÉ PAUL SABATIER   (France)

^b Laboratoire d'Ecologie des Hydrosystemes Naturels et Anthropises   (France)

^c UNIVERSITÉ LYON 1   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ECOLOGY; HYDROGEOLOGY;

DECISION RULES; IF-THEN RULES; KNOWLEDGE EXTRACTION; LOGICAL REPRESENTATIONS; QUALITATIVE CRITERIA; QUALITATIVE DATA; SUGENO INTEGRALS; WATER ECOSYSTEMS;

ECOSYSTEMS;

EID: 84950318241     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-20807-7_2     Document Type: Conference Paper

References (17)

1. Dubois, D., Lang, J., Prade, H.: Possibilistic logic. In: Gabbay, D.M., Hogger, C.J., Robinson, J.A., Nute, D. (eds.) Handbook of Logic in Artificial Intelligence and Logic Programming, pp. 439-513. Oxford University Press, Oxford (1994)
2. Dubois, D., Marichal, J.-L., Prade, H., Roubens, M., Sabbadin, R.: The use of the discrete Sugeno integral in decision making: a survey. Int. J. Uncertainty Fuzziness Knowl. Based Syst. 9, 539-561 (2001)
3. Dubois, D., Prade, H.: Qualitative possibility functions and integrals. In: Pap, E. (ed.) Handbook of Measure Theory, pp. 1469-1521. Elsevier, Amsterdam (2002)
4. Dubois, D., Prade, H., Rico, A.: Representing qualitative capacities as families of possibility measures. Int. J. Approximate Reasoning 58, 3-24 (2015)
5. Dubois, D., Prade, H., Rico, A.: The logical encoding of Sugeno integrals. Fuzzy Sets Syst. 241, 61-75 (2014)
6. Dubois, D., Prade, H., Sabbadin, R.: Decision-theoretic foundations of qualitative possibility theory. Eur. J. Oper. Res. 128, 459-478 (2001)
7. Ferro, Y.: Evaluation de l’impact de rejets urbains par temps de pluie sur le compartiment algal et mise au point d’outils pour la surveillance des milieux récepteurs. Ph. D. Thesis INSA, Lyon (2013)
8. Grabisch, M., Murofushi, T., Sugeno, M.: Fuzzy Measures and Integrals. Theory and Applications. Physica-Verlag, Heidelberg (2000)
9. Greco, S., Matarazzo, B., Slowinski, R.: Axiomatic characterization of a general utility function and its particular cases in terms of conjoint measurement and rough-set decision rules. Eur. J. Oper. Res. 158, 271-292 (2004)
10. Marichal, J.-L.: Aggregation Operations for Multicriteria Decision Aid. Ph.D. Thesis, University of Li`ege, Belgium (1998)
11. Marichal, J.-L.: On Sugeno integrals as an aggregation function. Fuzzy Sets Syst. 114(3), 347-365 (2000)
12. Prade, H., Rico, A., Serrurier, M.: Elicitation of Sugeno integrals: a version space learning perspective. In: Rauch, J., Rás, Z.W., Berka, P., Elomaa, T. (eds.) ISMIS 2009. LNCS, vol. 5722, pp. 392-401. Springer, Heidelberg (2009)
13. Prade, H., Rico, A., Serrurier, M., Raufaste, E.: Elicitating Sugeno integrals: methodology and a case study. In: Sossai, C., Chemello, G. (eds.) ECSQARU 2009. LNCS, vol. 5590, pp. 712-723. Springer, Heidelberg (2009)
14. Rico, A., Labreuche, C., Grabisch, M., Chateauneuf, A.: Preference modeling on totally ordered sets by the Sugeno integral. Discrete Appl. Math. 147, 113-124 (2005)
15. Silvert, W.: Ecological impact classification with fuzzy sets. Ecolog. Modell. 96, 1-10 (1997)
16. Sugeno, M.: Theory of Fuzzy Integrals and its Applications, Ph.D. Thesis, Tokyo Institute of Technology, Tokyo (1974)
17. 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, Amsterdam (1977)