Modeling Decisions: Information Fusion and Aggregation Operators

Modeling Decisions:
Information Fusion and Aggregation Operators
Vicenç Torra, Yasuo Narukawa
Springer, 2007, Approx. 300 p. (ISBN: 978-3-540-68789-4).
https://doi.org/10.1007/978-3-540-68791-7
http://www.mdai.cat/ifao

Catalan translation from UAB University Press
V. Torra, Y. Narukawa (2007) Modelització de decisions: fusió d'informació i operadors d'agregació. Edicions UAB, ISBN: 978-84-490-2529-7.

Slides from the book	We have prepared the following slides ... Contents (pdf) (in English) Chapter 1. Introduction (pdf) (in English) Chapter 3. Introduction to Functional Equations (pdf) (in English) Chapter 6. From the Weighted Mean to Fuzzy Integrals (pdf) (in English) Chapter 7. Indices and Evaluation methods (pdf) (in English) Chapter 8. Selection of the Model (pdf) (in English) Other chapters in progress... Note: Not all the material in the book is included in the slides
Plenary talks.	Plenary talks and seminars Aggregation functions, V. Torra, Talk at The University of Osaka 2025. (slides here) (in English) Data privacy: From sensitive data to privacy preserving machine learning models, V. Torra, Talk at The University of Osaka 2025. (slides here) (in English) Data-driven identification of non-additive measures, V. Torra, plenary at INFUS 2025. (slides here) (in English) Fuzzy clustering and fuzzy measures in data privacy, V. Torra, plenary at FSTA 2024. (slides here) (in English) Fuzzy measures for metric learning and data-driven models Fuzzy measures and distances, V. Torra, plenary at EUSFLAT 2023. (slides here) (in English) Fuzzy meets privacy: a short overview, V. Torra, plenary at INFUS 2020. (slides here) (in English) Choquet integral in decision and metric learning, V. Torra, plenary at IUKM 2019. (slides here) (in English) Choquet integral: distributions and decisions, V. Torra, plenary at 83rd EWG-MCDA 2016. (slides here) (in English) Non-additive measures and integrals, V. Torra, U. of Linköping, 2014. (slides here) (in English) On some extensions and applications of non-additive measures, V. Torra, plenary at LFSC 2013 (CEDI), Madrid, 2013. (slides here) (in English) Aggregation functions for social decision making, V. Torra, U. of Copenhagen, 2013. (slides here) (in English) On distorted probabilities and other fuzzy measures, V. Torra, plenary talk at EUROFUSE 2007 (slides here) (in English)
Talk Universitat de Girona 2015	Introduction to decision making and aggregation operators. Decision: aggregation and consensus. (pdf) (in Catalan and English)
Talk Universidad de Jaén 2014	Introduction to decision making and aggregation operators. Aggregation functions for multicriteria decision making. (pdf) (in Spanish)
Course Universitat de Girona 2012	Introduction to decision making and aggregation operators. Multicriteria decision making, preference relations and utilities. Introduction to aggregation functions (pdf) (in Catalan)
Course Universitat de Girona (2008 and 2009)	Introduction to decision making and aggregation operators. Multicriteria decision making, preference relations and utilities. Introduction to aggregation functions (pdf) (in Catalan) Introduction to Functional Equations (Chap. 3, above) (pdf) Measurement Theory and Aggregation (pdf) (in Catalan) From the Weighted Mean to Fuzzy Integrals (Chap. 6, above) (pdf) Indices and Evaluation methods (Chap. 7, above) (pdf) Selection of the Model (Chap. 8, above) (pdf)

MDAI

Modeling Decisions for Artificial Intelligence