CIENCIAS DE LA COMPUTACIÓN E INTELIGENCIA ARTIFICIAL
DEPARTAMENTO
Universidad de Almería
Almería, EspañaPublicaciones en colaboración con investigadores/as de Universidad de Almería (61)
2024
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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
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Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models
Ecosystem Services, Vol. 54
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Climate legacies drive the distribution and future restoration potential of dryland forests
Nature Plants, Vol. 8, Núm. 8, pp. 879-886
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Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning
Scientific Data
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TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning
Earth System Science Data
2021
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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
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Tree cover estimation in global drylands from space using deep learning
Remote Sensing, Vol. 12, Núm. 3
2019
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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
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Whale counting in satellite and aerial images with deep learning
Scientific Reports, Vol. 9, Núm. 1
2018
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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
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Virtual subconcept drift detection in discrete data using probabilistic graphical models
Communications in Computer and Information Science
2017
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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)
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Deep-learning Versus OBIA for scattered shrub detection with Google Earth Imagery: Ziziphus lotus as case study
Remote Sensing, Vol. 9, Núm. 12
2015
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Recent advances in probabilistic graphical models
International Journal of Intelligent Systems
2014
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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
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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
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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
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Learning recursive probability trees from data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Mining generalized temporal patterns based on fuzzy counting
Expert Systems with Applications, Vol. 40, Núm. 4, pp. 1296-1304
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New strategies for finding multiplicative decompositions of probability trees
Applied Mathematics and Computation, Vol. 225, pp. 573-589