Publicaciones (18) Publicaciones de MARÍA ROSARIO ESPÍNOLA VÍLCHEZ

2023

  1. Machine Learning and Fuzzy Measures: A Real Approach to Individual Classification

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

  2. Understanding Fuzzy Measures: Measurement of Interactions in a Bi-Dimensional Scenario

    IEEE International Conference on Fuzzy Systems

2022

  1. A New Community Detection Problem Based on Bipolar Fuzzy Measures

    Studies in Computational Intelligence

  2. Explanation of Machine Learning Classification Models with Fuzzy Measures: An Approach to Individual Classification

    Lecture Notes in Networks and Systems

  3. From Fuzzy Information to Community Detection: An Approach to Social Networks Analysis with Soft Information

    Mathematics, Vol. 10, Núm. 22

  4. On measuring features importance in Machine Learning models in a two-dimensional representation scenario

    IEEE International Conference on Fuzzy Systems

2020

  1. A new community detection algorithm based on fuzzy measures

    Advances in Intelligent Systems and Computing

  2. Fuzzy Sugeno lambda-measures and theirs applications to community detection problems

    2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)

  3. Group Definition Based on Flow in Community Detection

    Communications in Computer and Information Science

2015

  1. Predicción de precios de la energía

    XXXV Congreso Nacional SEIO: IX Jornadas de Estadística Pública : Universidad Pública de Navarra, Pamplona, del 26 al 29 de mayo de 2015

2011

  1. Different Approaches to Forecast Interval Time Series: A Comparison in Finance

    Computational Economics, Vol. 37, Núm. 2, pp. 169-191

  2. The effect of wind generation and weekday on Spanish electricity spot price forecasting

    Electric Power Systems Research, Vol. 81, Núm. 10, pp. 1924-1935

2007

  1. Manual básico de cálculo de probabilidades

    Compañía Española de Reprografía y Servicios

2005

  1. Day-ahead electricity price forecasting using the wavelet transform and ARIMA models

    IEEE Transactions on Power Systems, Vol. 20, Núm. 2, pp. 1035-1042

  2. Forecasting electricity prices for a day-ahead pool-based electric energy market

    International Journal of Forecasting, Vol. 21, Núm. 3, pp. 435-462

2003

  1. ARIMA models to predict next-day electricity prices

    IEEE Transactions on Power Systems, Vol. 18, Núm. 3, pp. 1014-1020

2002

  1. Day-ahead electricity price forecasting models based on time series analysis

    Comunicaciones presentadas al VI Congreso Internacional de Proyectos de Ingeniería: celebrado en Barcelona del 23 al 25 de Octubre de 2002

  2. Forecasting next-day electricity prices by time series models

    IEEE Transactions on Power Systems, Vol. 17, Núm. 2, pp. 342-348