FR Conception et optimisation de systemes d'inference floue
EN Fuzzy inference system design and optimization
SP Concepción y optimizacion de sistemas borrosos
FisPro Index
FisPro 3.5 (Last update January 2013)
FisPro(Fuzzy Inference System Professional)

Publications using FisPro:

  • Omar Behadada and M.A. Chikh.
      Détection des arythmies cardiaques par les arbres de décision floue.
      Editions universitaires, 2011.
  • Ali Idri and Sanaa Elyassami.
    1. Applying fuzzy id3 decision tree for software effort estimation.
      International Journal of Computer Science Issues, 8(4), July 2011.
  • T. Rajaram and Ashutosh Das.
      Modeling of interactions among sustainability components of an agro-ecosystem using local knowledge through cognitive mapping and fuzzy inference system.
      Expert Systems with Applications, 37(2):1734-1744, 2010.
  • Terry Bossomaier, Russell K. Standish, and Michael Harré.
      Simulation of trust in client-wealth management adviser relationships.
      International Journal of Simulation and Process Modelling, 6(1):40-49, 2010.
  • Rossi R., Meneguzzer C., Gastaldi M., and Gecchele G.
      Comparative evaluation of logic and fuzzy logic models of gap-acceptance behaviour.
      In TRISTAN VII, Seventh Triennial Symposium on Transportation Analysis, Tromsoe, Norway, June 2010.
  • Omar Behadada.
      Construction d'un système d'aide à  la décision médicale pour a détection d'arythmies cardiaques à l'aide d'arbres de décision flous.
      In A.Amine, O. Ait Mohamed, and Z. Elbeichi, editors, Conférence internationale sur l'informatique et ses applications, Saida, Algérie, May 2009.
  • Rossi R., Gastaldi M., and Gecchele G.
      Fuzzy systems approach versus possibility theory approach for representing customers stated preferences on freight transportation services.
      In Maggioli Editore, editor, XVI International Conference SIDT, Milan, Italie, June 2009.
  • Jose M. Alonso, Luis Magdalena, Gil Gonzalez-Rodriguez
      Looking for a good fuzzy system interpretability index: An experimental approach, International Journal of Approximate Reasoning, Volume 51, Issue 1, December 2009, Pages 115-134.
  • E. Tapia, P. Bulacio, and L. Angelone.
      Methionine exploration of trypanosomes software.
      In XIII Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2009), Argentina, 2009.
  • S. Dir, O. Habert, and A. Pruski.
      Criteria for dynamics setting of electric wheelchair by virtual reality.
      AMSE Journals, Series "Modelling C", 69(3):154-164, 2008.
  • J.S. Gualtieri, P.A. Bisgambiglia, J.F. Santucci, D. Federici.
      Gestural Simulation of Singing Voices for Polyphonic Songs Learning
      ISMc'08 - Proceedings in International Simulation Multi-conference, SCSC'08, Summer Computer Simulation Conference, 6th Symposium on Design, Analysis, and Simulation of Distributed Systems 2008, SCS, Edinburgh.
  • S. Matreata and M. Matreata.
      Application of fuzzy logic systems for the elaboration of an operational hydrological warning system in ungauged basins.
      In L. Pfister and L. Hoffmann, editors, Uncertainties in the 'monitoring-conceptualisation-modelling' sequence of catchment research. 11th Conference of the Euromediterranean Network of Experimental and Representative Basins (ERB), pages 157-162, Luxembourg, September 2006.
  • Luis M. Bergasa, Jesus Nuevo, Miguel A. Sotelo, Rafael Barea, and Maria Lopez.
      Real-time system for monitoring driver vigilance. IEEE Transactions on Intelligent Transportation Systems, 7(1):63­77, 2006.


Publications in collaboration with the authors of FisPro:


  • Serge Guillaume, Brigitte Charnomordic, and Bruno Tisseyre.
      Open source software for modelling using agro-environmental georeferenced data. In IEEE Catalog Number: CFP12FUZ-USB, editor, IEEE International Conference on Fuzzy Systems, pages 1074-1081, Brisbane, Australia, June 2012. IEEE.
  • Serge Guillaume and Brigitte Charnomordic.
      Parameter optimization of a fuzzy inference system using the fispro open source software. In IEEE Catalog Number: CFP12FUZ-USB, editor, IEEE International Conference on Fuzzy Systems, pages 402-409, Brisbane, Australia, June 2012. IEEE.
  • Serge Guillaume and Brigitte Charnomordic.
      Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro, Expert Systems with Applications, doi:10.1016/j.eswa.2012.01.206, 39(10), 8744-8755, 2012.
  • Serge Guillaume and Brigitte Charnomordic.
      Learning interpretable fuzzy inference systems with FisPro. Information Sciences, doi:10.1016/j.ins.2011.03.025, 181(20), 4409-4427, 2011.
  • Serge Guillaume and Brigitte Charnomordic.
      Interpretable fuzzy inference systems for cooperation of expert knowledge and data in agricultural applications using Fispro. In IEEE International Conference on Fuzzy Systems, Barcelona, July 2010, published in Knowledge Creation Diffusion Utilization, 18-23, doi:10.1109/FUZZY.2010.5584673
  • Hazael Jones, Brigitte Charnomordic, Didier Dubois, and Serge Guillaume.
      Practical inference with systems of gradual implicative rules. IEEE Transactions on Fuzzy Systems, 17 (1):61–78, 2009.
  • José M. Alonso, Luis Magdalena, and Serge Guillaume.
      Hilk:a new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism. International Journal of Intelligent Systems, 23(7):761–794, July 2008.
  • Sébastien Destercke, Serge Guillaume, and Brigitte Charnomordic.
      Building an interpretable fuzzy rule base from data using orthogonal least squaresapplication to a depollution problem. Fuzzy Sets and Systems, 158:2078– 2094, 2007.
  • Serge Guillaume and Luis Magdalena.
      Expert guided integration of induced knowledge into a fuzzy knowledge base. Soft computing, 10(9):773 – 784, 2006.
  • Serge Guillaume and Brigitte Charnomordic.
      Generating an interpretable family of fuzzy partitions. IEEE Transactions on Fuzzy Systems, 12 (3):324– 335, June 2004.


  • Cécile Coulon, Brigitte Charnomordic, Dominique Rioux, Marie Thiollet-Scholtus, and Serge Guillaume.
      Prediction of vine vigor and precocity using data and knowledge-based fuzzy inference systems. Journal international des sciences de la vigne et du vin, 46(3):185-206, 2012.
  • François Colin, Serge Guillaume, and Bruno Tisseyre.
      Small catchment agricultural management using decision variables defined at catchment scale and a fuzzy rule-based system: a mediterranean vineyard case study. Water Resources Management, 25:2649-2668, 2011.
  • N. Tremblay, M.Y. Bouroubi, B. Panneton, S. Guillaume, P. Vigneault, and C. Bélec.
      Development and validation of fuzzy logic inference to determine optimum rates of n for corn on the basis of field and crop features. Precision Agriculture, 11:621--635, 2010.
  • Cécile Coulon, Dominique Rioux, Serge Guillaume, Brigitte Charnomordic, Gérard Barbeau and Marie Thiollet-Scholtus.
      Design of an indicator of wine vigor potential conferred by soil (VIPOS), using a fuzzy expert system. In VIII International Terroir Congress, In Press, Soave, Italy, June 2010.
  • Anne Goelzer, Brigitte Charnomordic, Sophie Colombié, Vincent Fromion and Jean-Marie Sablayrolles.
      Simulation and optimization software for alcoholic fermentation in winemaking conditions. Food Control, 20, 635-642, 2009.
  • M. El Hajj, A. Bégué, and Guillaume.
      Integrating spot-5 time series,c rop e e growth modeling and expert knowledge for monitoring agricultural practices - the case of sugarcane harvest on reunion island. Remote Sensing of Environment, 113 (10):2052–2061, October 2009.
  • Yvan Gil, Carole Sinfort, Serge Guillaume, Yves Brunet, and Bernard Palagos.
      In?uence of micrometeorological factors on pesticide loss to the air during vine spraying: Data analysis with statistical and fuzzy inference models. Biosystems Engineering, 100(2):184–197, 2008.
  • Mathieu Grelier, Serge Guillaume, Bruno Tisseyre, and Thibaut Scholasch.
      Precision viticulture data analysis using fuzzy inference systems. Journal international des sciences de la vigne et du vin, 41(1):19–31, 2007.
  • J.M. Alonso, L. Magdalena, S. Guillaume, M.A. Sotelo, L.M. Bergasa, M. Ocaña, and R. Flores.
      Knowledge-based intelligent diagnosis of ground robot collision with non detectable obstacles. Journal of Intelligent and Robotic Systems, 48(4):539–566, 2007.
  • Serge Guillaume and Brigitte Charnomordic.
      La logique floue pour l'extraction de connaissances à partir de données en oenologie.
      Application à la couleur du vin rouge. Revue française de l'oenologie, 211:24–31, mars/avril 2005.
  • Serge Guillaume and Brigitte Charnomordic.
      Fuzzy Inference Systems to Model Sensory Evaluation, pages 197-216. Intelligent Sensory EvaluationMethodologies and Applications, Springer, 2004.

How to cite FisPro

Please use the following reference to cite FisPro:

Serge Guillaume and Brigitte Charnomordic, Learning interpretable Fuzzy Inference Systems with FisPro, International Journal of Information Sciences, doi:10.1016/j.ins.2011.03.025 , 181(20), 4409-4427, 2011.

Bibtex format:
author = "Serge Guillaume and Brigitte Charnomordic",
title = "Learning interpretable Fuzzy Inference Systems with FisPro",
journal = "International Journal of Information Sciences",
number = "20",
note = "Special Issue on Interpretable Fuzzy Systems",
year = "2011",