Data Driven Science
DDS
Universidad Carlos III de Madrid
Madrid, EspañaPublicacions en col·laboració amb investigadors/es de Universidad Carlos III de Madrid (82)
2024
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Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations
Open Research Europe, Vol. 4
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Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks
Engineering Applications of Artificial Intelligence, Vol. 133
2023
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A survey on machine learning for recurring concept drifting data streams
Expert Systems with Applications, Vol. 213
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Quasi-triangularization of matrix polynomials over arbitrary fields
Linear Algebra and Its Applications, Vol. 665, pp. 61-106
2022
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Instance-based defense against adversarial attacks in Deep Reinforcement Learning
Engineering Applications of Artificial Intelligence, Vol. 107
2021
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Convection indicator for pre-tactical air traffic flow management using neural networks
MACHINE LEARNING WITH APPLICATIONS, Vol. 5
2020
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Conditioning and backward errors of eigenvalues of homogeneous matrix polynomials under möbius transformations
Mathematics of Computation, Vol. 89, Núm. 2020, pp. 767-805
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Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators
Expert Systems with Applications, Vol. 149
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IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems
Expert Systems with Applications, Vol. 142
2019
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A comparison of machine learning and deep learning techniques for activity recognition using mobile devices
Sensors (Switzerland), Vol. 19, Núm. 3
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Incremental market behavior classification in presence of recurring concepts
Entropy, Vol. 21, Núm. 1
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Towards semantic segmentation of orthophoto images using graph-based community identification
Neural Computing and Applications, Vol. 31, pp. 1155-1163
2018
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A recommender system based on implicit feedback for selective dissemination of ebooks
Information Sciences, Vol. 467, pp. 87-98
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Analysis and evaluation of discussion forums in the teaching process of industrial organization engineering
International Journal of Engineering Education, Vol. 34, Núm. 4, pp. 1261-1272
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Feature selection for spatially enhanced LBP: application to face recognition
International Journal of Data Science and Analytics, Vol. 5, Núm. 1, pp. 11-18
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Grid-enabled evolution strategies for large-scale home care crew scheduling
Cluster Computing, Vol. 21, Núm. 2
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Improving children's experience on a mobile EdTech platform through a recommender system
Mobile Information Systems, Vol. 2018
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Internet use and psychological well-being at advanced age: Evidence from the English longitudinal study of aging
International Journal of Environmental Research and Public Health, Vol. 15, Núm. 3
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System steganalysis with automatic fingerprint extraction
PLoS ONE, Vol. 13, Núm. 4
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UC3M-UKENT Stegoanalysis data archive
e-cienciaDatos