Publicaciones en colaboración con investigadores/as de Universidad de Almería (61)

2024

  1. Bidirectional Recurrent Imputation and Abundance Estimation of LULC Classes With MODIS Multispectral Time-Series and Geo-Topographic and Climatic Data

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 4626-4645

2022

  1. Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

    Ecosystem Services, Vol. 54

  2. Climate legacies drive the distribution and future restoration potential of dryland forests

    Nature Plants, Vol. 8, Núm. 8, pp. 879-886

  3. Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

    Scientific Data

  4. TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

    Earth System Science Data

2021

  1. Mask R-CNN and OBIA fusion improves the segmentation of scattered vegetation in very high-resolution optical sensors

    Sensors (Switzerland), Vol. 21, Núm. 1, pp. 1-17

2020

  1. Tree cover estimation in global drylands from space using deep learning

    Remote Sensing, Vol. 12, Núm. 3

2019

  1. Detection of fir trees (Abies sibirica) damaged by the bark beetle in unmanned aerial vehicle images with deep learning

    Remote Sensing, Vol. 11, Núm. 6

  2. Whale counting in satellite and aerial images with deep learning

    Scientific Reports, Vol. 9, Núm. 1

2018

  1. A linear programming based approach for evaluating interval-valued influence diagrams

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  2. Virtual subconcept drift detection in discrete data using probabilistic graphical models

    Communications in Computer and Information Science

2017

  1. A data partitioning model for highly heterogeneous systems

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

  2. Deep-learning Versus OBIA for scattered shrub detection with Google Earth Imagery: Ziziphus lotus as case study

    Remote Sensing, Vol. 9, Núm. 12

2015

  1. Recent advances in probabilistic graphical models

    International Journal of Intelligent Systems

2014

  1. Multi-objective evolutionary algorithms for the design of grid-connected solar tracking systems

    International Journal of Electrical Power and Energy Systems, Vol. 61, pp. 371-379

  2. Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study

    Journal of Supercomputing, Vol. 70, Núm. 2, pp. 577-587

2013

  1. Inference in Bayesian networks with recursive probability trees: Data structure definition and operations

    International Journal of Intelligent Systems, Vol. 28, Núm. 7, pp. 623-647

  2. Learning recursive probability trees from data

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

  3. Mining generalized temporal patterns based on fuzzy counting

    Expert Systems with Applications, Vol. 40, Núm. 4, pp. 1296-1304

  4. New strategies for finding multiplicative decompositions of probability trees

    Applied Mathematics and Computation, Vol. 225, pp. 573-589