Publications (69) IGNACIO MONTES GUTIERREZ publications

2024

  1. Special issue: Thirteenth international symposium on imprecise probabilities: Theories and applications (ISIPTA'2023)

    International Journal of Approximate Reasoning

2023

  1. Centroids of the core of exact capacities: a comparative study

    Annals of Operations Research, Vol. 321, Núm. 1-2, pp. 409-449

  2. Distortion models for estimating human error probabilities

    Safety Science, Vol. 157

  3. ISIPTA 2023: Preface

    Proceedings of Machine Learning Research

  4. Inner approximations of coherent lower probabilities and their application to decision making problems

    Annals of Operations Research

  5. Neighbourhood Models Induced by the Euclidean Distance and the Kullback-Leibler Divergence

    Proceedings of Machine Learning Research

2022

  1. Comonotone lower probabilities with robust marginal distributions functions

    Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales - Serie A: Matematicas, Vol. 116, Núm. 3

  2. Inner Approximations of Credal Sets by Non-additive Measures

    Communications in Computer and Information Science

  3. Processing distortion models: A comparative study

    International Journal of Approximate Reasoning, Vol. 145, pp. 91-120

2021

  1. Centroids of Credal Sets: A Comparative Study

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

  2. On the Comonotone Natural Extension of Marginal p-Boxes

    Proceedings of Machine Learning Research

  3. On the selection of an optimal outer approximation of a coherent lower probability

    Fuzzy Sets and Systems, Vol. 424, pp. 1-36

  4. Processing Multiple Distortion Models: a Comparative Study

    Proceedings of Machine Learning Research

2020

  1. A correspondence between voting procedures and stochastic orderings

    European Journal of Operational Research, Vol. 285, Núm. 3, pp. 977-987

  2. A modified version of stochastic dominance involving dependence

    Statistics and Probability Letters, Vol. 165

  3. On the elicitation of an optimal outer approximation of a coherent lower probability

    Communications in Computer and Information Science

  4. Unifying neighbourhood and distortion models: part II–new models and synthesis

    International Journal of General Systems, Vol. 49, Núm. 6, pp. 636-674

  5. Unifying neighbourhood and distortion models: part I–new results on old models

    International Journal of General Systems, Vol. 49, Núm. 6, pp. 602-635

2019

  1. A Unifying Frame for Neighbourhood and Distortion Models

    Proceedings of Machine Learning Research

  2. A study of the pari-mutuel model from the point of view of imprecise probabilities

    Proceedings of the 10th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2017