Departamento
Ciencia de la Computación e Inteligencia Artificial
Publicaciones (64) Publicaciones en las que ha participado algún/a investigador/a
2022
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A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments
Sensors, Vol. 22, Núm. 3
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A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems
IEEE Access, Vol. 10, pp. 72024-72036
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A Hybrid Time-Distributed Deep Neural Architecture for Speech Emotion Recognition
International Journal of Neural Systems, Vol. 32, Núm. 6
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A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]
IEEE Computational Intelligence Magazine, Vol. 17, Núm. 1, pp. 102-114
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A Token-Based Central Queue with Order-Independent Service Rates
Operations Research, Vol. 70, Núm. 1, pp. 545-561
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A deep learning loss based on additive cosine margin: Application to fashion style and face recognition
Applied Soft Computing, Vol. 131
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A grammar-based GP approach applied to the design of deep neural networks
Genetic Programming and Evolvable Machines, Vol. 23, Núm. 3, pp. 427-452
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A mathematical analysis of EDAs with distance-based exponential models
Memetic Computing, Vol. 14, Núm. 3, pp. 305-334
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A quantitative biophysical principle to explain the 3D cellular connectivity in curved epithelia
Cell Systems, Vol. 13, Núm. 8, pp. 631-643.e8
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A supervised discriminant data representation: application to pattern classification
Neural Computing and Applications, Vol. 34, Núm. 19, pp. 16879-16895
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ADITU: A mesh-free formulation for the solution of Helmholtz equation in bounded and unbounded domains
SoftwareX, Vol. 19
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Above-ground biomass estimation from LiDAR data using random forest algorithms
Journal of Computational Science, Vol. 58
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Actor-critic continuous state reinforcement learning for wind-turbine control robust optimization
Information Sciences, Vol. 591, pp. 365-380
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Ad-hoc explanation for time series classification
Knowledge-Based Systems, Vol. 252
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An Efficient Split-Merge Re-Start for the K-Means Algorithm
IEEE Transactions on Knowledge and Data Engineering, Vol. 34, Núm. 4, pp. 1618-1627
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An active adaptation strategy for streaming time series classification based on elastic similarity measures
Neural Computing and Applications, Vol. 34, Núm. 16, pp. 13237-13252
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An analysis of different deep learning neural networks for intra-hour solar irradiation forecasting to compute solar photovoltaic generators' energy production
Energy for Sustainable Development, Vol. 68, pp. 1-17
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An implicit symplectic solver for high-precision long-term integrations of the Solar System
Celestial Mechanics and Dynamical Astronomy, Vol. 134, Núm. 3
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Analysis of dominant classes in universal adversarial perturbations
Knowledge-Based Systems, Vol. 236
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Are the statistical tests the best way to deal with the biomarker selection problem?
Knowledge and Information Systems, Vol. 64, Núm. 6, pp. 1549-1570