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ORCIDÁngela Fernández Pascual
Person information
- affiliation: Autonomous University of Madrid, Departamento de Ingeniería Informática, Spain
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2020 – today
- 2024
[j7]María Barroso, Carlos M. Alaíz, José L. Torrecilla, Ángela Fernández:
Functional diffusion maps. Stat. Comput. 34(1): 22 (2024)- [c16]Blanca Cano, Ángela Fernández Pascual
, José R. Dorronsoro:
Nyström and RFF Ensembles for Large-Scale Kernel Predictions. HAIS (1) 2024: 165-176 - 2023
- [j6]Neta Rabin, Ángela Fernández, Dalia Fishelov:
Multiscale extensions for enhancing coarse grid computations. J. Comput. Appl. Math. 427: 115116 (2023) - [i5]María Barroso, Carlos María Alaíz, Ángela Fernández Pascual, José Luis Torrecilla:
Functional Diffusion Maps. CoRR abs/2304.14378 (2023) - [i4]Eloy Anguiano Batanero, Ángela Fernández Pascual, Álvaro Barbero Jiménez:
RLBoost: Boosting Supervised Models using Deep Reinforcement Learning. CoRR abs/2305.14115 (2023) - [i3]María Barroso, José M. Bossio, Carlos M. Alaíz, Ángela Fernández Pascual:
Fault Detection in Induction Motors using Functional Dimensionality Reduction Methods. CoRR abs/2306.09365 (2023) - 2022
- [j5]Ángela Fernández, Juan Bella, José R. Dorronsoro:
Supervised outlier detection for classification and regression. Neurocomputing 486: 77-92 (2022) - [c15]Neta Rabin, Ben Hen, Ángela Fernández:
Improving Laplacian Pyramids Regression with Localization in Frequency and Time. ESANN 2022 - [c14]David Díaz-Vico, Ángela Fernández, José R. Dorronsoro:
Companion Losses for Ordinal Regression. HAIS 2022: 211-222 - 2021
- [c13]María Barroso, Ángela Fernández:
Super Local Models for Wind Power Detection. HAIS 2021: 343-354 - [c12]David Díaz-Vico, Ángela Fernández, José R. Dorronsoro:
Companion Losses for Deep Neural Networks. HAIS 2021: 538-549 - 2020
- [j4]Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro:
Auto-adaptive multi-scale Laplacian Pyramids for modeling non-uniform data. Eng. Appl. Artif. Intell. 93: 103682 (2020) - [c11]Carlos M. Alaíz, Ángela Fernández, José R. Dorronsoro:
Visualization of the Feature Space of Neural Networks. ESANN 2020: 169-174 - [c10]Juan Bella, Ángela Fernández, José R. Dorronsoro:
Supervised Hyperparameter Estimation for Anomaly Detection. HAIS 2020: 233-244
2010 – 2019
- 2019
- [c9]Sara Dorado, Ángela Fernández, José R. Dorronsoro:
Deep Diffusion Autoencoders. IJCNN 2019: 1-8 - 2016
- [j3]Yvonne Gala, Ángela Fernández, Julia Díaz García, José R. Dorronsoro:
Hybrid machine learning forecasting of solar radiation values. Neurocomputing 176: 48-59 (2016) - [c8]Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro:
Auto-adaptive Laplacian Pyramids. ESANN 2016 - [i2]Michaël Fanuel, Ángela Fernández, Carlos M. Alaíz, Johan A. K. Suykens:
Magnetic Eigenmaps for Visualization of Directed Networks. CoRR abs/1606.08266 (2016) - 2015
- [j2]Ángela Fernández, Ana M. González, Julia Díaz García, José R. Dorronsoro:
Diffusion Maps for dimensionality reduction and visualization of meteorological data. Neurocomputing 163: 25-37 (2015) - [c7]Carlos M. Alaíz, Ángela Fernández, José R. Dorronsoro:
Diffusion Maps parameters selection based on neighbourhood preservation. ESANN 2015 - 2014
- [j1]Ángela Fernández, Neta Rabin, Ronald R. Coifman, Joseph Eckstein:
Diffusion methods for aligning medical datasets: Location prediction in CT scan images. Medical Image Anal. 18(2): 425-432 (2014) - [c6]Carlos M. Alaíz, Ángela Fernández, Yvonne Gala, José R. Dorronsoro:
Kernel K-Means Low Rank Approximation for Spectral Clustering and Diffusion Maps. IDEAL 2014: 239-246 - [c5]Ángela Fernández, Yvonne Gala, José R. Dorronsoro:
Machine Learning Prediction of Large Area Photovoltaic Energy Production. DARE 2014: 38-53 - 2013
- [c4]Yvonne Gala, Ángela Fernández, Julia Díaz García, José R. Dorronsoro:
Support Vector Forecasting of Solar Radiation Values. HAIS 2013: 51-60 - [c3]Ángela Fernández, Carlos M. Alaíz, Ana M. González, Julia Díaz García, José R. Dorronsoro:
Diffusion Methods for Wind Power Ramp Detection. IWANN (1) 2013: 106-113 - [i1]Ángela Fernández, Neta Rabin, José R. Dorronsoro:
Auto-adaptative Laplacian Pyramids for high-dimensional data analysis. CoRR abs/1311.6594 (2013) - 2012
- [c2]Ángela Fernández, Ana M. González, Julia Díaz García, José R. Dorronsoro:
Diffusion Maps for the Description of Meteorological Data. HAIS (1) 2012: 276-287 - [c1]Ángela Fernández Pascual, Carlos M. Alaíz, Ana Ma González Marcos, Julia Díaz García, José R. Dorronsoro:
Diffusion Maps and Local Models for Wind Power Prediction. ICANN (2) 2012: 565-572
Coauthor Index
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