Publications by the researcher in collaboration with Jose Manuel Cadenas Figueredo (83)

2023

  1. A Methodology Based on Machine Learning and Soft Computing to Design More Sustainable Agriculture Systems

    Sensors (Basel, Switzerland), Vol. 23, Núm. 6

2022

  1. Evaporation Forecasting through Interpretable Data Analysis Techniques

    Electronics (Switzerland), Vol. 11, Núm. 4

2020

  1. Development of an application to make knowledge available to the farmer: Detection of the most suitable crops for a more sustainable agriculture

    Journal of Ambient Intelligence and Smart Environments, Vol. 12, Núm. 5, pp. 419-432

  2. Making decisions for frost prediction in agricultural crops in a soft computing framework

    Computers and Electronics in Agriculture, Vol. 175

2019

  1. Minimum Temperature Prediction Models in Plots to Forecast Frost in Crops

    Agriculture and environment perspectives in intelligent systems (IOS Press), pp. 91-106

2018

  1. A Preliminary Study to Solve Crop Frost Prediction Using an Intelligent Data Analysis Process

    INTELLIGENT ENVIRONMENTS 2018

  2. A fuzzy K-nearest neighbor classifier to deal with imperfect data

    Soft Computing, Vol. 22, Núm. 10, pp. 3313-3330

  3. A k-nearest neighbors based approach applied to more realistic activity recognition datasets

    Journal of Ambient Intelligence and Smart Environments

  4. Intelligent data analysis, soft computing and imperfect data

    Studies in Fuzziness and Soft Computing (Springer Verlag), pp. 25-43

  5. Towards an app based on FIWARE architecture and data mining with imperfect data

    Communications in Computer and Information Science

2017

  1. A more realistic k-nearest neighbors method and its possible applications to everyday problems

    Proceedings - 2017 13th International Conference on Intelligent Environments, IE 2017

2016

  1. Fuzzy discretization process from small datasets

    Studies in Computational Intelligence (Springer Verlag), pp. 263-279

  2. Gene priorization for tumor classification using an embedded method

    Studies in Computational Intelligence (Springer Verlag), pp. 363-380

2015

  1. Classification based on Neighborhood from Datasets with Low Quality Data

    PROCEEDINGS OF THE 2015 CONFERENCE OF THE INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY

  2. GASRP-FP: A hybrid metaheuristic to solve fuzzy portfolio selection with non-financial goals

    PROCEEDINGS OF THE 2015 CONFERENCE OF THE INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY

  3. Measuring data imperfection in a neighborhood based method

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

2014

  1. Selecting features from low quality datasets by a fuzzy ensemble

    Studies in Computational Intelligence

  2. The Experimenter Environment of the NIP Imperfection Processor

    2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)

  3. The experimenter environment of the NIP imperfection processor

    IEEE International Conference on Fuzzy Systems

  4. Validación de clusters mediante un operador de consenso

    4ta. Conferencia Iberoamericana en Sistemas, Cibernetica e Informatica, CISCI 2005, Memorias