Articles

1. Frédéric Ros, Rabia Riad, and Serge Guillaume.
   Deep clustering framework review using multicriteria evaluation.
   Knowledge-Based Systems, 285:111315, 2024.
2. Frédéric Ros, Rabia Riad, and Serge Guillaume.
   Pdbi: A partitioning davies-bouldin index for clustering evaluation.
   Neurocomputing, 528:178–199, 2023.
3. Frédéric Ros, Serge Guillaume, and Rabia Riad.
   Path-scan: A novel clustering algorithm based on core points and connexity.
   Expert Systems with Applications, 210:118316, 2022.
4. Frédéric Ros, Serge Guillaume, Rabia Riad, and Mohamed El Hajji.
   Detection of natural clusters via s-dbscan a self-tuning version of dbscan.
   Knowledge-Based Systems, 241:108288, 2022.
5. Frédéric Ros and Serge Guillaume.
   A progressive sampling framework for clustering.
   Neurocomputing, 450:48–60, 2021.
6. Frédéric Ros, Serge Guillaume, Mohamed El Hajji, and Rabia Riad.
   Kdmutual: A novel clustering algorithm combining mutual neighboring and hierarchical approaches using a new selection criterion.
   Knowledge-Based Systems, 204:106220, 2020.
7. Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, and Orlando Zúñiga Escobar.
   A fuzzy logic based soil chemical quality index for cacao.
   Computers and Electronics in Agriculture, 177:105624, 2020.
8. Javier Murillo, Serge Guillaume, Tewfik Sari, and Pilar Bulacio.
   An algorithm for computing the generalized interaction index for k-maxitive fuzzy measures.
   Journal of Intelligent and Fuzzy Systems, 38(4):4127–4137, 2020.
9. Javier Murillo, Flavio Spetale, Serge Guillaume, Pilar Bulacio, Ignacio Garcia Labari, Olivier Cailloux, Sebastien Destercke, and Elizabeth Tapia.
   Consistency of the tools that predict the impact of single nucleotide variants (snvs) on gene functionality: The brca1 gene.
   Biomolecules, 10(3), 2020.
10. Frédéric Ros and Serge Guillaume.
    A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise.
    Expert Systems with Applications, 128:96–108, 2019.
11. Frédéric Ros and Serge Guillaume.
    Munec: A mutual neighbor-based clustering algorithm.
    Information Sciences, 486:148–170, June 2019.
12. Asier Uribeetxebarria, José A. Martínez-Casasnovas, Bruno Tisseyre, Serge Guillaume, Alexandre Escolà, Joan R. Rosell-Polo, and Jaume Arnó.
    Assessing ranked set sampling and ancillary data to improve fruit load estimates in peach orchards.
    Computers and Electronics in Agriculture, 164:104931, 2019.
13. M. Araya-Alman, C. Leroux, C. Acevedo-Opazo, S. Guillaume, H. Valdès-Gómez, N. Verdugo-Vásquez, C. Pañitrur-De la Fuente, and B. Tisseyre.
    A new localized sampling method to improve grape yield estimation of the current season using yield historical data.
    Precision Agriculture, 20:445–459, Apr 2019.
14. Corentin Leroux, Hazaël Jones, Léo Pichon, Serge Guillaume, Julien Lamour, James Taylor, Olivier Naud, Thomas Crestey, Jean-Luc Lablee, and Bruno Tisseyre.
    Geofis: An open source, decision-support tool for precision agriculture data.
    Agriculture, 8(6):73, 2018.
15. Frédéric Ros and Serge Guillaume.
    Protras: A probabilistic traversing sampling algorithm.
    Expert Systems with Applications, 105:65–76, 2018.
16. Javier Murillo, Serge Guillaume, and Pilar Bulacio.
    k-maxitive fuzzy measures: A scalable approach to model interactions.
    Fuzzy Sets and Systems, 324:33–48, 2017.
17. Frédéric Ros and Serge Guillaume.
    Dides: a fast and effective sampling for clustering algorithm.
    Knowledge and Information Systems, 50(2):543–568, 2017.
18. M. Araya-Alman, C. Acevedo-Opazo, S. Guillaume, H. Valdés-Gómez, N. Verdugo-Vásquez, Y. Moreno, and B. Tisseyre.
    Using ancillary yield data to improve sampling and grape yield estimation of the current season.
    Advances in Animal Biosciences, 8(2):515–519, 2017.
19. I. Urretavizcaya, J. B. Royo, Miranda C., Bruno Tisseyre, Serge Guillaume, and L. G Santesteban.
    Relevance of sink-size estimation for within-field zone delineation in vineyards.
    Precision Agriculture, 18(2):133–144, 2017.
20. Frédéric Ros and Serge Guillaume.
    Dendis: A new density-based sampling for clustering algorithm.
    Expert Systems with Applications, 56:349–359, 2016.
21. Flavio Ezequiel Spetale, Pilar Bulacio, Serge Guillaume, Javier Murillo, and Elizabeth Tapia.
    A spectral envelope approach towards effective svm-rfe on infrared data.
    Pattern Recognition Letters, 71:59–65, 2016.
22. Javier Murillo, Serge Guillaume, Flavio Spetale, Elizabeth Tapia, and Pilar Bulacio.
    Set characterization-selection towards classification based on interaction index.
    Fuzzy Sets and Systems, 270:74–89, 2015.
23. Frédéric Ros, Rachid Harba, Marco Pintore, and Serge Guillaume.
    A fast and flexible instance selection algorithm adapted to non-trivial database sizes.
    Intelligent Data Analysis, 19:631–658, 2015.
24. I. Urretavizcaya, L. G Santesteban, Bruno Tisseyre, Serge Guillaume, Miranda C., and J. B. Royo.
    Oenological significance of the zones defined within a vineyard using early grape sampling and comparison of two zone delineation algorithms designed to match different winery requirements.
    Precision Agriculture, 15:111–129, 2014.
25. Serge Guillaume and Brigitte Charnomordic.
    Systèmes d'inférence floue : collaboration expertise et données dans un environnement de modélisation intégrée à l'aide de fispro.
    Revue d'intelligence artificielle, 27:569–593, 2013.
26. Cécile Coulon, Brigitte Charnomordic, Marie Thiollet-Scholtus, and Serge Guillaume.
    Imperfect knowledge and data-based approach to model a complex agronomic feature – application to vine vigor.
    Computer and Electronics in Agriculture, 99:135–145, 2013.
27. Serge Guillaume, Brigitte Charnomordic, Bruno Tisseyre, and James Taylor.
    Soft computing-based decision support tools for spatial data.
    International Journal of Computational Intelligence Systems, 6:18–33, 2013.
28. Javier Murillo, Serge Guillaume, Elizabeth Tapia, and Pilar Bulacio.
    Revised hlms: A useful algorithm for fuzzy measure identificat ion.
    Information Fusion, 14(4):532–540, 2013.
29. Serge Guillaume, Brigitte Charnomordic, and Patrice Loisel.
    Fuzzy partitions: a way to integrate expert knowledge into distance calculations.
    Information Sciences, 245:76–95, 2013.
30. L. Santesteban, S. Guillaume, J. Royo, and B. Tisseyre.
    Are precision agriculture tools and methods relevant at the whole-vineyard scale?
    Precision Agriculture, 14:2–17, 2013.
31. 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.
32. Serge Guillaume and Brigitte Charnomordic.
    Fuzzy inference systems: an integrated modelling environment for collaboration between expert knowledge and data using fispro.
    Expert Systems with Applications, 39:8744–8755, August 2012.
33. Serge Guillaume and Brigitte Charnomordic.
    Learning interpretable fuzzy inference systems with fispro.
    Information Sciences, 181:4409–4427, 2011.
34. 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.
35. James A. Taylor, César Acevedo-Opazo, Serge Guillaume, Hernán Ojeda, and Bruno Tisseyre.
    A comment on inter-field spatial extrapolation of vine (vitis vinifera l.) water status.
    Journal international des sciences de la vigne et du vin, 45(2):121–124, 2011.
36. Bernard Panneton, Serge Guillaume, Guy Samson, and Jean-Michel Roger.
    Discrimination of corn from monocotyledonous weeds with ultraviolet (uv) induced fluorescence.
    Applied Spectroscopy, 65(1):10–19, 2011.
37. 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.
38. César Acevedo-Opazo, Bruno Tisseyre, James A. Taylor, Hernán Ojeda, and Serge Guillaume.
    A model for the spatial prediction of water status in vines (vitis vinifera l.) using high resolution ancillary information.
    Precision Agriculture, 11(4):358–378, 2010.
39. Bernard Panneton, Serge Guillaume, Jean-Michel Roger, and Guy Samson.
    Improved discrimination between monocotyledonous and dicotyledonous plants for weed control based on the blue-green region of ultraviolet-induced fluorescence spectra.
    Applied Spectroscopy, 64(1):30–36, 2010.
40. Pilar Bulacio, Serge Guillaume, Elizabeth Tapia, and Luis Magdalena.
    A selection approach for scalable fuzzy integral combination.
    Information Fusion, 11(2):208–213, 2010.
41. Moacir Pedroso, James Taylor, Bruno Tisseyre, Brigitte Charnomordic, and Serge Guillaume.
    A segmentation algorithm for the delineation of management zones.
    Computer and Electronics in Agriculture, 70(1):199–208, 2010.
42. César Acevedo-Opazo, Bruno Tisseyre, Hernán Ojeda, and Serge Guillaume.
    Spatial extrapolation of the vine (vitis vinifera l.) water status: a first step towards a spatial prediction model.
    Irrigation Science, 28(2):143–155, 2010.
43. L. G. Santesteban, C Miranda, C Jiménez, M Fuentemilla, I Urretavizcaya, Bruno Tisseyre, Serge Guillaume, and J. B. Royo.
    Evaluation of the interest of ndvi to identify distinct management units in vineyards.
    Revista de Teledetección, 33:11–16, 2010.
44. 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.
45. M. El Hajj, A. Bégué, and S. Guillaume.
    Integrating spot-5 time series, crop 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.
46. César Acevedo-Opazo, Bruno Tisseyre, Hernán Ojeda, Samuel Ortega-Farias, and Serge Guillaume.
    Is it possible to assess the spatial variability of vine water status?
    International Journal of wine and vine research, 42(4):203–219, 2008.
47. César Acevedo-Opazo, Bruno Tisseyre, Serge Guillaume, and Hernán Ojeda.
    The potential of high spatial resolution information to define within-vineyard zones related to vine water status.
    Precision Agriculture, 9(5):285–302, 2008.
48. 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, 2008.
49. Bernard Panneton, Jean-Michel Roger, Serge Guillaume, and Louis Longchamps.
    Effects of preprocessing of ultraviolet-induced fluorescence spectra in plant fingerprinting applications.
    Applied Spectroscopy, 62(7):747–752, July 2008.
50. Yvan Gil, Carole Sinfort, Serge Guillaume, Yves Brunet, and Bernard Palagos.
    Influence 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.
51. Frédéric Ros, Serge Guillaume, Marco Pintore, and Jacques R. Chrétien.
    Hybrid genetic algorithm for dual selection.
    Pattern Anal. Appl., 11(2):179–198, 2008.
52. Sébastien Destercke, Serge Guillaume, and Brigitte Charnomordic.
    Building an interpretable fuzzy rule base from data using orthogonal least squares- application to a depollution problem.
    Fuzzy Sets and Systems, 158:2078–2094, 2007.
53. 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.
54. 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.
55. Jean-Noel Paoli, Olivier Strauss, Bruno Tisseyre, Jean-Michel Roger, and Serge Guillaume.
    Spatial data fusion for qualitative estimation of fuzzy request zones: Application on precision viticulture.
    Fuzzy Sets and Systems, 158(5):535–554, March 2007.
56. Serge Guillaume and Luis Magdalena.
    Expert guided integration of induced knowledge into a fuzzy knowledge base.
    Soft computing, 10(9):773–784, 2006.
57. José Alonso, Luis Magdalena, and Serge Guillaume.
    Linguistic knowledge base simplification regarding accuracy and interpretability.
    Mathware & Soft Computing, 13(3):203–216, 2006.
58. Jean-Michel Roger, Bernard Palagos, Serge Guillaume, and Véronique Bellon-Maurel.
    Discriminating from highly multivariate data by focal eigen function discriminant analysis - application to nir spectra.
    Chemometrics and Intelligent Laboratory Systems, 79(1-2):31–41, October 2005.
59. 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.
60. Serge Guillaume and Brigitte Charnomordic.
    Fuzzy models to deal with sensory data in food industry.
    Journal of Donghua University, 21(3):43–48, June 2004.
61. Serge Guillaume and Brigitte Charnomordic.
    Generating an interpretable family of fuzzy partitions.
    IEEE Transactions on Fuzzy Systems, 12(3):324–335, 2004.
62. Serge Guillaume.
    Designing fuzzy inference systems from data: an interpretability-oriented review.
    IEEE Transactions on Fuzzy Systems, 9(3):426–443, 2001.
63. Serge Guillaume and Brigitte Charnomordic.
    Knowledge discovery for control purposes in food industry databases.
    Fuzzy sets and Systems, 122(3):487–497, September 2001.
64. Anne Calmon, Serge Guillaume, Véronique Bellon-Maurel, Pierre Feuilloley, and Françoise Sylvestre.
    Evaluation of material biodegradability in real conditions. development of a burial test and an analysis methodology based on numerical vision.
    Journal of Environmental Polymer Degradation, 7(3):157–166, 1999.
65. Bruno Novales, Serge Guillaume, Marie-Françoise Devaux, and Marc Chaurand.
    Particle size characterization of in-flow milling products by video image analysis using global features.
    Journal of the Science of Food and Agriculture, 78:187–195, 1998.
66. Frédéric Ros, Serge Guillaume, Véronique Bellon-Maurel, and Dominique Bertrand.
    Building and pre-processing of image data using indexes of representativeness and classification applied to granular product characterization.
    Journal of Chemometrics, 11(6):469–482, 1997.
67. Frédéric Ros, Serge Guillaume, Gilles Rabatel, Francis Sévila, and Dominique Bertrand.
    Combining global and individual image features to characterize granular product populations.
    Journal of Chemometrics, 11(6):483–500, 1997.
68. Frédéric Ros, Serge Guillaume, and Véronique Bellon-Maurel.
    Classification of a granular product using high-level fusion of vision features.
    Journal of Agricultural Engineering Research, 68(2):115–124, 1997.
69. Serge Guillaume, Frédéric Ros, Marc Chaurand, and Véronique Bellon-Maurel.
    Characterization of mill products by analysis of in-flow digitalized images.
    Journal of Food Engineering, 27(3):311–322, 1996.
70. Frédéric Ros, Serge Guillaume, Gilles Rabatel, and Francis Sévila.
    Recognition of overlapping particles in granular products images using statistics and neural networks.
    Food Control, 6(1):37–43, 1995.

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Book chapters

1. Mohamed El Hajji, Rabia Riad, Frédéric Ros, and Guillaume Serge.
   An Introduction to Hierarchical Clustering, pages 45–65.
   In Advances in Engineering Research, Volume 39, Victoria M. Petrova, Ed, Nova Science Publishers, 2020.
2. Serge Guillaume and Frédéric Ros.
   A Family of Unsupervised Sampling Algorithms, pages 45–81.
   In Sampling Techniques for Supervised or Unsupervised Task, Frédéric Ros and Serge Guillaume, Eds, Springer International Publishing, Cham, 2020.
3. Frédéric Ros and Serge Guillaume.
   From Supervised Instance and Feature Selection Algorithms to Dual Selection: A Review, pages 83–128.
   In Sampling Techniques for Supervised or Unsupervised Task, Frédéric Ros and Serge Guillaume, Eds, Springer International Publishing, Cham, 2020.
4. Olivier Naud, James Taylor, Lucio Colizzi, Rodolphe Giroudeau, Serge Guillaume, Eric Bourreau, Thomas Crestey, and Bruno Tisseyre.
   Support to decision-making, pages 183–224.
   In Agricultural Internet of Things and Decision Support for Precision Smart Farming, Annamaria Castrignano, Gabriele Buttafuoco, Raj Khosla, Abdul Mouazen, Dimitrios Moshou and Olivier Naud, Eds, Academic Press, 2020.
5. N. Tremblay, M.Y. Bouroubi, P. Vigneault, B. Panneton, and S. Guillaume.
   Space, Time, Remote Sensing and Optimal Nitrogen Fertilization Rates- A Fuzzy Logic Approach, chapter 6, pages 101–121.
   GIS Applications in Agriculture ­ Nutrient Management for Improved Energy Efficiency, CRC Press, 2011.
6. Frédéric Ros and Serge Guillaume.
   An efficient nearest neighbor classifier, pages 131–150.
   Hybrid Evolutionary Systems, Studies in Computational Intelligence, Vol 75, Springer, 2007.
7. Serge Guillaume and Brigitte Charnomordic.
   Fuzzy Inference Systems to Model Sensory Evaluation, pages 197–216.
   Intelligent Sensory Evaluation- Methodologies and Applications, Springer, 2004.
8. Serge Guillaume and Brigitte Charnomordic.
   A new method for inducing a set of interpretable fuzzy partitions and fuzzy inference systems from data, pages 148–175.
   Interpretability Issues in Fuzzy Modeling, Studies in Fuzziness and Soft Computing, Vol 128, Springer, 2003.

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Conference proceedings

1. James Taylor, Terry Bates, Luigi Manfrini, and Serge Guillaume.
   Zoning and data fusion in precision horticulture: current and needed capabilities to assist decision-making.
   Acta Hortic., 1314:173–188, 2021.
2. Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, and Orlando Zúñiga Escobar.
   Fuzzy inference system as an aggregation operator - application to the design of a soil chemical quality index.
   In M.-J. Lesot et al., editor, Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, CCIS 1238, pages 1–10, Switzerland, June 2020. Springer Nature.
3. Serge Guillaume, Terry Bates, Jean-Luc Lablée, Thom Betts, and James Taylor.
   Combining spatial data layers using fuzzy inference systems: Application to an agronomic case study.
   In Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2020), pages 62–71, Prague, Czech Republic, May 2020. SCITEPRESS.
4. E. Suard, Y. Fayolle, L. Zhang, S. Guérin, H. Jones, S. Guillaume, V. Rocher, C. Albasi, M. Alliet, and S. Gillot.
   Statistical interpretation and modelling of daily permeability evolution of full-scale membrane bioreactors treating rejection water of digested sludge dewatering using fuzzy inference methods.
   In 8th IWA-MTC Conference, pages paper number MTC–2016, Singapore, September 2017.
5. M. Araya-Alman, C. Acevedo-Opazo, S. Guillaume, H. Valdeś-Gomez, N. Verdugo-Vasquez, Y. Moreno, and B. Tisseyre.
   Using ancillary yield data to improve sampling and grape yield estimation of the current season.
   In J. V. Stafford, editor, Proceedings of the 11th European Conference on Precision Agriculture, Edinburgh, July 2017.
6. H. Jones, S. Guillaume, P. Loisel, B. Charnomordic, and B. Tisseyre.
   Generation of plateau-approximated fuzzy zones.
   In Proceedings of Spatial Accuracy 2016, pages 31–37, Montpellier, 2016.
7. Frédéric Ros and Serge Guillaume.
   A new density-based sampling algorithm.
   In José M. Alonso, Humberto Bustince, and Marek Reformat, editors, Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, 2015.
8. C. Coulon-Leroy, B. Charnomordic, M. Thiollet-Scholtus, and S. Guillaume.
   Fuzzy modeling of a composite agronomical feature using fispro: The case of vine vigor.
   volume 442 CCIS, pages 127–137, 2014.
9. Serge Guillaume and Brigitte Charnomordic.
   Fuzzy partition-based distance practical use and implementation.
   In IEEE Catalog Number: CFP12FUZ-USB, editor, IEEE International Conference on Fuzzy Systems, paper F-1136, Hyderabad, India, June 2013. IEEE.
10. Lamia Zane, Bruno Tisseyre, Serge Guillaume, and Brigitte Charnomordic.
    Within-field zoning using a region growing algorithm guided by geostatistical analysis.
    In J. V. Stafford, editor, Proceedings of the nineth European Conference on Precision Agriculture, pages 313–319, Lleida, Catalonia, Spain, 2013.
11. James Taylor, Brigitte Charnomordic, Serge Guillaume, Bruno Tisseyre, and Bob M. Whelan.
    A comparison of bivariate classification and segmentation approaches to delineating and interpreting grain yield-protein management units.
    In J. V. Stafford, editor, Proceedings of the nineth European Conference on Precision Agriculture, pages 483–490, Lleida, Catalonia, Spain, 2013.
12. I. Urretavizcaya, L. G Santesteban, Serge Guillaume, J. B. Royo, Miranda C., and Bruno Tisseyre.
    Prediction of spatial variability of water status in a rain fed vineyard in spain.
    In J. V. Stafford, editor, Proceedings of the nineth European Conference on Precision Agriculture, pages 459–465, Lleida, Catalonia, Spain, 2013.
13. 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.
14. 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.
15. Serge Guillaume and Brigitte Charnomordic.
    Séquence robuste d'optimisation paramétrique d'un système d'inférence floue.
    In LFA'12, pages 45–52, Toulouse, France, Novembre 2012. Cépaduès Editions.
16. Serge Guillaume, Brigitte Charnomordic, and Patrice Loisel.
    A numerical distance based on fuzzy partitions.
    In Sylvie Galichet, Javier Montero, and Gilles Mauris, editors, Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, pages 1000–1006, Annecy, France, July 2011.
17. Javier Murillo, Serge Guillaume, Elizabeth Tapia, and Pilar Bulacio.
    Convergence of hlms algorithm.
    In Sylvie Galichet, Javier Montero, and Gilles Mauris, editors, Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, pages 817–821, Annecy, France, July 2011.
18. L. G. Santesteban, Serge Guillaume, J. B. Royo, and Bruno Tisseyre.
    Are precision agriculture tools and methods relevant at the whole-vineyard scale?
    In J. V. Stafford, editor, Proceedings of the eighth European Conference on Precision Agriculture, pages 302–311, Ampthill, UK, 2011.
19. Yacine Bouroubi, Nicolas Tremblay, Philippe Vigneault, Carl Bélec, Bernard Panneton, and Serge Guillaume.
    Fuzzy logic approach for spatially variable nitrogen fertilization of corn based on soil, crop and precipitation information.
    In ICCSA 2011 - Computational Science and Its Applications - Lecture Notes in Computer Science, volume 6782, pages 356–368, Berlin / Heidelberg, 2011. Springer.
20. Serge Guillaume, Brigitte Charnomordic, and Patrice Loisel.
    La partition floue déforme la distance.
    In LFA'10, pages 200–207, Toulouse, France, Novembre 2010. Cépaduès Editions.
21. Serge Guillaume and Brigitte Charnomordic.
    Interpretable fuzzy inference systems for cooperation of expert knowledge and data in agricultural applications using fispro.
    In IEEE Catalog Number: CFP10FUZ-DVD, editor, IEEE International Conference on Fuzzy Systems, pages 2019–2026, Barcelona, Spain, July 2010. IEEE.
22. Bernard Panneton, Serge Guillaume, Guy Samson, Jean-Michel Roger, and Louis Longchamp.
    Uv-induced fluorescence for discriminating weeds from maize.
    In Canada Society for BioEngineering, editor, Proceedings of CIGR 2010, Paper ID: CSBE100785, Québec, Canada, 2010.
23. Bernard Panneton, Serge Guillaume, Guy Samson, Jean-Michel Roger, and Louis Longchamp.
    Automatic detection of weeds in corn 1 field with induced fluorescence.
    In Cemagref, editor, Proceedings of AGENG 2010, Paper ID: ref083, Clermont-Ferrand, France, 2010.
24. Cécile Coulon, Dominique Rioux, Serge Guillaume, Brigitte Charnomordic, Gérard Barbeau, and Marie Thiollet-Scholtus.
    Design of an indicator of vine vior potential conferred by soil (vipos) using a fuzzy expert system.
    In Proceedings of the VIIIth International terroir Congress, Session 2 -New methods and technologies to describe the environment, pages 87–92, Soave, Italy, 2010.
25. M. El Hajj, S. Guillaume, and A. Bégué.
    Complementary source information cooperation within a decision system for crop monitoring.
    In J. P. Carvalho, D Dubois, Uzay Kaymak, and J. M. C. Sousa, editors, IFSA-EUSFLAT Conference, pages 1465–1501, Lisbon, Portugal, July 2009.
26. N. Tremblay, M.Y. Bouroubiand B. Panneton, Serge Guillaume, P. Vigneault, and C. Bélec.
    Fuzzy logic to combine soil and crop growth information for estimating optimum n rate for corn.
    In A. Bregt, S. Wolfert, J.E. Wien, and C. Lokhorst, editors, Proceedings of EFITA conference '09, pages 397–404, Wageningen, The Netherlands, July 2009.
27. M. El Hajj, S. Guillaume, and A. Bégué.
    Fusion d'informations multi-sources pour le suivi des coupes de canne à sucre à la réunion.
    In LFA'08, pages 346–353, Toulouse, France, Octobre 2008. Cépaduès Editions.
28. Hazael Jones, Serge Guillaume, and Brigitte Charnomordic.
    Vers une utilisation pratique des règles implicatives.
    In LFA'08, pages 118–125, Toulouse, France, Octobre 2008. Cépaduès Editions.
29. L. G. Santesteban, Bruno Tisseyre, J. B. Royo, and Serge Guillaume.
    Is it relevant to consider remote sensing information for targeted plant monitoring?
    In proceedings of the VIIth International terroir Congress, pages 469–474, Nyon, Suisse, 2008.
30. Mahmoud El Hajj, Agnès Bégué, Serge Guillaume, and Jean-François Martiné.
    Combining multi-source information for crop monitoring.
    In 11th International Conference on Information Fusion, pages 1242–1248, Cologne, Germany, July 2008. Forschungsgesellschaft für Angewandte Naturwissenschaften e. V. (FGAN).
31. Hazael Jones, Didier Dubois, Serge Guillaume, and Brigitte Charnomordic.
    Méthode d'inférence 2d avec des règles implicatives graduelles floues.
    In LFA'07, pages 285–292, Toulouse, France, Novembre 2007. Cépaduès Editions.
32. Frédéric Ros, Serge Guillaume, and Rachid Herba.
    A ga based approach for classification purposes.
    In ICS-XII proceedings, Paper #54, Saint-Etienne, France, August 2007. ISC International Society for Stereology.
33. Hazael Jones, Didier Dubois, Serge Guillaume, and Brigitte Charnomordic.
    A practical inference method with several implicative gradual rules and a fuzzy input: one and two dimensions.
    In IEEE International Conference on Fuzzy Systems, pages 763–768. IEEE, July 2007.
34. José Alonso, Oscar Cordón, Serge Guillaume, and Luis Magdalena.
    Highly interpretable linguistic knowledge bases optimization: Genetic tuning versus solis-wetts. looking for a good interpretability-accuracy trade-off.
    In IEEE International Conference on Fuzzy Systems, pages 901–906. IEEE, July 2007.
35. Sebastien Destercke, Serge Guillaume, and Brigitte Charnomordic.
    Using the ols algorithm to build interpretable rule bases: an application to a depollution problem.
    In IEEE International Conference on Fuzzy Systems, pages 169–174. IEEE, July 2007.
36. Mahmoud El Hajj, Agnès Bégué, and Serge Guillaume.
    Multi-source information fusion : monitoring sugarcane harvest using multi-temporal images, crop growth modelling, and expert knowledge.
    In Fourth International Workshop on the Analysis of Multitemporal Remote Sensing Images (MULTITEMP), Provinciehuis Leuven , BEL, 18-20 July 2007, 2007.
37. Cesar Acevedo-Opazo, Bruno Tisseyre, Serge Guillaume, and Hernan Ojeda.
    Modelling the spatial variability of the vine water status at a within field scale.
    In Gesco Proceedings, pages 1382–1391, Porec, Croatia, June 2007. Institute of Agriculture and Tourism.
38. Cesar Acevedo-Opazo, Bruno Tisseyre, Serge Guillaume, and Hernan Ojeda.
    Test of ndvi information for a relevant vineyard zoning related to vine water status.
    In J. V. Stafford, editor, Precision Agricultue '07, pages 547–554, The Netherlands, June 2007. Wageningen Academic Publishers.
39. Pilar Bulacio, Luis Magdalena, Serge Guillaume, and Elizabeth Tapia.
    Selective multiclassifiers.
    In International Conference on the Logic of Soft Computing, pages 154–162, Malaga, Espana, September 2006.
40. José Alonso, Serge Guillaume, and Luis Magdalena.
    Un indice d'interprétabilité des bases de règles floues.
    In LFA'06, pages 37–44, Toulouse, France, Octobre 2006. Cépaduès Editions.
41. Hazael Jones, Didier Dubois, Serge Guillaume, and Brigitte Charnomordic.
    Méthode d'inférence générique avec plusieurs règles implicatives graduelles et une entrée floue.
    In LFA'06, pages 145–152, Toulouse, France, Octobre 2006. Cépaduès Editions.
42. Laurent Lardon, Serge Guillaume, and Brigitte Charnomordic.
    Extraction de zones floues sur des cartes.
    In LFA'06, pages 321–328, Toulouse, France, Octobre 2006. Cépaduès Editions.
43. José Alonso, Luis Magdalena, and Serge Guillaume.
    Aumentar la interpretabilidad de bases de conocimiento linguísticas por medio de un proceso de simplificación.
    In Actos del XIII Congreso Español sobre Tecnologías y Lógica Fuzzy), pages 13–18, Ciudad Real, España, Septiembre 2006. Universidad de Castilla-La Mancha.
44. José Alonso, Serge Guillaume, and Luis Magdalena.
    A hierarchical fuzzy system for assessing interpretability of linguistic knowledge bases in classification problems.
    In Proceedings of 11th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 06, pages 348–355, Paris, France, July 2006.
45. Laurent Lardon, Serge Guillaume, and Jean-Noel Paoli.
    Segmentation de cartes en zones floues.
    In 4eme Conférence STIC et Environnement, paper 8D, pages 266–273, Narbonne, France, Avril 2006.
46. Hazael Jones, Serge Guillaume, Brigitte Charnomordic, and Didier Dubois.
    Practical use of fuzzy implicative gradual rules in knowledge representation and comparison with mamdani rules.
    In Joint Eusflat-LFA, pages 967–972, Barcelona, Spain, September 2005.
47. José Alonso, Luis Magdalena, and Serge Guillaume.
    A simplification process of linguistic knowledge bases.
    In Joint Eusflat-LFA, pages 1045–1050, Barcelona, Spain, September 2005.
48. José Alonso, Luis Magdalena, Serge Guillaume, Miguel A. Sotelo, Luis M. Bergasa, and Manuel Ocaña.
    Integrating induced knowledge in a expert fuzzy-based system for intelligent motion analysis on ground robots.
    In Joint Eusflat-LFA, pages 1051–1056, Barcelona, Spain, September 2005.
49. Serge Guillaume and Luis Magdalena.
    An or and not implementation that improves linguistic rule interpretability.
    In IFSA World Congress, vol. 2809 of LNCS, pages 302–313, Beijing, China, July 2005.
50. Jean-Noel Paoli, Olivier Strauss, Bruno Tisseyre, Jean-Michel Roger, and Serge Guillaume.
    Combination of heterogeneous datasets in precision viticulture.
    In Precision Agricultue 05, pages 915–923, Uppsala, June 2005.
51. Jean-Noel Paoli, Olivier Strauss, Bruno Tisseyre, Jean-Michel Roger, and Serge Guillaume.
    Fusion de données géoréférencées.
    In LFA'04, pages 77–84, Toulouse, France, Novembre 2004. Cépaduès Editions.
52. Sébastien Destercke, Serge Guillaume, and Brigitte Charnomordic.
    Amélioration de l'interprétabilité d'un algorithme classique d'induction de règles floues.
    In LFA'04, pages 247–254, Toulouse, France, Novembre 2004. Cépaduès Editions.
53. José Alonso, Luis Magdalena, and Serge Guillaume.
    Kbct: Una herramienta para adquisicion y representacion de conocimiento usando logica fuzzy.
    In XII congresso espanol sobre tecnologias y logica fuzzy, pages 563–568, Jaen, Espana, Septiembre 2004. Universidad de Jaen.
54. Miguel Angel Sotelo, Luis Mignel Bergasa, Manuel Ocaña, Ramon Flores, Luis Magdalena, and Serge Guillaume.
    Knowledge-based intelligent diagnosis of anomalous motion of ground robots.
    In Mo Jamshidi, editor, Proceedings of the World Automation Congress, ISORA 2004 10th International Symposium on Robotics and Applications, volume 15, pages 45–50, July 2004.
55. José Alonso, Luis Magdalena, and Serge Guillaume.
    Kbct: A knowledge extraction and representation tool for fuzzy logic based systems.
    In IEEE, editor, IEEE International Conference on Fuzzy Systems, volume 2, pages 989–994, July 2004.
56. Luis Magdalena, Miguel A. Sotelo, Serge Guillaume, Luis M. Bergasa, and José M. Alonso.
    A fuzzy-based system for intelligent diagnosis of motion problems on ground robots.
    In IPMU 04, pages 151–158, Italy, July 2004. Editrice Universita La Sapienza.
57. Serge Guillaume, Luis Magdalena, Miguel Angel Sotelo, Luis Miguel Bergasa, Ramón Flores, and Manuel Ocaña.
    Expert and induced knowledge for intelligent motion analysis of ground robots.
    In EUSFLAT'03, Zittau, Germany, 2003.
58. Serge Guillaume and Luis Magdalena.
    Typologie des conflits dans les systèmes de mamdani.
    In LFA'03, pages 73–80, Toulouse, France, Novembre 2003. Cépaduès Editions.
59. Serge Guillaume and Brigitte Charnomordic.
    La logique floue au service de la vinification : relations entre pratiques et couleur du vin.
    In Colloque Automatique et Agronomie, Texte des conferences, pages 131–142, Montpellier, France, Janvier 2003. INRA.
60. Brigitte Charnomordic and Serge Guillaume.
    Un logiciel "open source" dédié aux systèmes d'inférence floue.
    In LFA'02, page 307, Toulouse, France, 2002. Cépaduès Editions.
61. Brigitte Charnomordic and Serge Guillaume.
    An open source portable software for fuzzy inference systems.
    In XI congresso espanol sobre tecnologias y logica fuzzy, pages 349–351, Leon, Espana, Septiembre 2002. Universidad de Leon.
62. Serge Guillaume and Brigitte Charnomordic.
    A fuzzy rule base for modelling red wine color in relation with winemaking parameters.
    In IPMU 02, pages 55–62, Annecy, France, July 2002. ESIA-Université de Savoie.
63. Serge Guillaume and Brigitte Charnomordic.
    Induire un partitionnement flou interprétable.
    In LFA'01, pages 113–120, Toulouse, France, 2001. Cépaduès Editions.
64. Serge Guillaume, Brigitte Charnomordic, and André Titli.
    A distance metric suitable for fuzzy partitioning.
    In IEEE, editor, FUZZ'IEEE 2001, volume 1, pages 264–267, December 2001.
65. Serge Guillaume and Brigitte Charnomordic.
    Une revue des principales méthodes d'induction de règles à partir des données suivant le critère de l'interprétabilité.
    In LFA'2000, pages 309–316, Toulouse, France, Octobre 2000. Cépaduès Editions.
66. Serge Guillaume and Brigitte Charnomordic.
    Process simulation using fuzzy rules inferred from data.
    In Daniel Thiel, editor, FoodSim2000, pages 29–32. Society for Computer Simulation International, Juin 2000.
67. Serge Guillaume and Brigitte Charnomordic.
    Dégager des règles de conduite d'un procédé agro-alimentaire à partir d'une base d'exemples.
    In LFA'99, pages 49–55, Toulouse, France, Octobre 1999. Cépaduès Editions.
68. Frédéric Ros, Serge Guillaume, Dominique Bertrand, Gilles Rabatel, and Francis Sévila.
    Application of video image analysis to the classification of granular products.
    volume 2345, pages 120–127, 1995.

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