Publications (28) INES COUSO BLANCO publications

filter_list Statistics and Probability

2025

  1. Integrating imprecise data in generative models using interval-valued Variational Autoencoders

    Information Fusion, Vol. 114

2024

  1. Comparing Two Bootstrapped Regions in Images: The D-Test

    IRBM, Vol. 45, Núm. 1

  2. Stochastic dominance and statistical preference for random variables coupled by arbitrary copulas

    International Journal of Approximate Reasoning, Vol. 166

2023

  1. Simplified models of remaining useful life based on stochastic orderings

    Reliability Engineering and System Safety, Vol. 237

2022

  1. Informed Weak Supervision for Battery Deterioration Level Labeling

    Communications in Computer and Information Science

  2. The minimum variance of a random set on a Euclidean space

    Fuzzy Sets and Systems, Vol. 443, pp. 106-126

2019

  1. Maximum likelihood with coarse data based on robust optimisation

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

  2. Reconciling Bayesian and frequentist tests: The imprecise counterpart

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

2018

  1. A general framework for maximizing likelihood under incomplete data

    International Journal of Approximate Reasoning, Vol. 93, pp. 238-260

  2. Kendall's rank correlation on quantized data: An interval-valued approach

    Fuzzy Sets and Systems, Vol. 343, pp. 50-64

  3. Statistical inference for incomplete ranking data: A comparison of two likelihood-based estimators

    Studies in Computational Intelligence (Springer Verlag), pp. 31-46

2017

  1. Maximum likelihood estimation and coarse data

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

  2. Maximum likelihood under incomplete information: Toward a comparison of criteria

    Advances in Intelligent Systems and Computing

  3. Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening

    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70

  4. Statistical inference for incomplete ranking data: The case of rank-dependent coarsening

    34th International Conference on Machine Learning, ICML 2017

2016

  1. Belief revision and the EM algorithm

    Communications in Computer and Information Science

  2. Comparing interval-valued estimations with point-valued estimations

    Communications in Computer and Information Science

  3. Machine learning models, epistemic set-valued data and generalized loss functions: An encompassing approach

    Information Sciences, Vol. 358-359, pp. 129-150

  4. Statistical inference for incomplete ranking data: A comparison of two likelihood-based estimators

    Proceedings of the DA2PL '2016 EURO Mini Conference: From Multiple Criteria Decision Aid to Preference Learning

2015

  1. Generalized stochastic orderings applied to the study of performance of machine learning algorithms for low quality data

    Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology