2013-2024 Publications

• 2024
  • G. Coletti, D. Petturiti, B. Bouchon‑Meunier : “Weighted and Choquet Lp distance representation of comparative dissimilarity relations on fuzzy description profiles”, Annals of Mathematics and Artificial Intelligence, (Springer Verlag) (2024)
• 2023
  • Ch. Marsala, D. Petturiti : “Sélection d’attributs pour arbres de décision flous monotones”, LFA 2023 - Rencontres francophones sur la Logique Floue et ses Applications, LFA, Bourges, France, pp. 117-124, (Cépaduès Editions), (ISBN: 9782383950554) (2023)
  • Ch. Marsala, D. Petturiti, B. Vantaggi : “Adding Semantics to Fuzzy Similarity Measures through the d-Choquet Integral”, ECSQARU 2023, the 17^th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Arras, France (2023)
  • Ch. Marsala, D. Petturiti : “Splitting Rules for Monotone Fuzzy Decision Trees”, Fuzzy Logic and Technology, and Aggregation Operators, vol. 14069, Lecture Notes in Computer Science, Palma de Mallorca, Spain, pp. 161-173, (Springer Nature Switzerland) (2023)
• 2022
  • D. Ciucci, I. Couso, J. Medina, D. Ślęzak, D. Petturiti, B. Bouchon‑Meunier, R. Yager : “Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19^th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I”, (Springer) (2022)
  • D. Ciucci, I. Couso, J. Medina, D. Ślęzak, D. Petturiti, B. Bouchon‑Meunier, R. Yager : “Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19^th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II”, vol. 1602, Communications in Computer and Information Science, (Springer International Publishing) (2022)
• 2020
  • G. Coletti, D. Petturiti, B. Bouchon‑Meunier : “A measurement theory characterization of a class of dissimilarity measures for fuzzy description profiles”, 18^th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2020), vol. 1237, Communications in Computer and Information Science, Lisbon, Portugal, pp. 258-268, (Springer) (2020)
• 2015
  • Ch. Marsala, D. Petturiti : “Rank discrimination measures for enforcing monotonicity in decision tree induction”, Information Sciences, vol. 291, pp. 143-171, (Elsevier) (2015)
• 2013
  • Ch. Marsala, D. Petturiti : “Monotone Classification with Decision Trees”, The 8^th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2013, Advances in Intelligent Systems Research, Milan, Italy, pp. 810-817, (Atlantis Press) (2013)
  • Ch. Marsala, D. Petturiti : “Hierarchical Model for Rank Discrimination Measures”, Proceedings of 12^th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2013, vol. 7958, Lecture Notes in Computer Science, Utrecht, Netherlands, pp. 412-423, (Springer) (2013)