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Publication search results
found 53 matches
- 2025
- Alvaro Arroyo, Alessio Gravina, Benjamin Gutteridge, Federico Barbero, Claudio Gallicchio, Xiaowen Dong, Michael M. Bronstein, Pierre Vandergheynst:
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning. CoRR abs/2502.10818 (2025) - 2024
- Anita Herrera
, Ángel Arroyo
, Alfredo Jiménez
, Álvaro Herrero
:
Forecasting hotel cancellations through machine learning. Expert Syst. J. Knowl. Eng. 41(9) (2024) - Anita Herrera, Ángel Arroyo
, Alfredo Jiménez, Álvaro Herrero
:
Exploratory techniques to analyse Ecuador's tourism industry. Log. J. IGPL 32(6): 1018-1035 (2024) - Víctor González, Félix Meléndez, Patricia Arroyo, José Ignacio Suárez, Juan Álvaro Fernández, José Luis Herrero, Fernando Díaz, Angel López, Jesús Lozano:
Development of a miniaturised electronic nose integrated into a smartwatch. ISOEN 2024: 1-4 - Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea:
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching. NeurIPS 2024 - Álvaro Villar Val
, Diego Granados-López
, Carlos Cambra
, David González Peña
, Manuel García Fuente
, Angel Arroyo
:
Application of Neural Models in Solar Radiation Measurements for a Better Data Gathering Quality. SOCO (1) 2024: 231-240 - Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea:
Rough Transformers for Continuous and Efficient Time-Series Modelling. CoRR abs/2403.10288 (2024) - Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea:
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures. CoRR abs/2405.20799 (2024) - Daniel Urda, Branly Martínez, Nuño Basurto, Meelis Kull, Ángel Arroyo, Álvaro Herrero:
Enhancing web traffic attacks identification through ensemble methods and feature selection. CoRR abs/2412.16791 (2024) - 2023
- Nuño Basurto, Ángel Arroyo
, Carlos Cambra, Álvaro Herrero:
A hybrid machine learning system to impute and classify a component-based robot. Log. J. IGPL 31(2): 338-351 (2023) - Anita Herrera
, Ángel Arroyo
, Alfredo Jiménez, Álvaro Herrero
:
Artificial Intelligence as Catalyst for the Tourism Sector: A Literature Review. J. Univers. Comput. Sci. 29(12): 1439-1460 (2023) - Álvaro Gabilondo, Brais Ares, Jorge Arroyo-Giganto, Luis Pérez Roca:
MBMS-based Multi-node 5G Broadcast Performance Assessment. BMSB 2023: 1-5 - Haitz Sáez de Ocáriz Borde, Alvaro Arroyo, Ismael Morales, Ingmar Posner, Xiaowen Dong:
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization. NeurIPS 2023 - Ángel Arroyo
, Beatriz Gil-Arroyo
, Daniel Urda
, Carlos Cambra
, Álvaro Herrero
:
Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid. SOCO (1) 2023: 196-205 - Nuria Velasco-Pérez
, Samuel Lozano-Juárez
, Beatriz Gil-Arroyo
, Juan Marcos Sanz, Nuño Basurto
, Daniel Urda
, Álvaro Herrero
:
Defect Detection in Batavia Woven Fabrics by Means of Convolutional Neural Networks. SOCO (2) 2023: 205-215 - Haitz Sáez de Ocáriz Borde, Alvaro Arroyo, Ingmar Posner:
Projections of Model Spaces for Latent Graph Inference. CoRR abs/2303.11754 (2023) - Haitz Sáez de Ocáriz Borde, Alvaro Arroyo, Ismael Morales, Ingmar Posner, Xiaowen Dong:
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization. CoRR abs/2309.04810 (2023) - Haitz Sáez de Ocáriz Borde, Alvaro Arroyo, Ismael Morales, Ingmar Posner, Xiaowen Dong:
Gromov-Hausdorff Distances for Comparing Product Manifolds of Model Spaces. CoRR abs/2309.05678 (2023) - 2022
- Héctor Quintián
, Esteban Jove
, José Luís Casteleiro-Roca
, Daniel Urda
, Ángel Arroyo
, José Luís Calvo-Rolle
, Álvaro Herrero, Emilio Corchado:
Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning. Log. J. IGPL 30(6): 1056-1073 (2022) - Mercedes Yartu, Carlos Cambra
, Milagros Navarro, Carlos Rad
, Ángel Arroyo
, Álvaro Herrero
:
Humidity forecasting in a potato plantation using time-series neural models. J. Comput. Sci. 59: 101547 (2022) - Jerson González-Hernández
, Colby Edward Ott
, María Julia Arcos-Martínez
, Álvaro Colina, Aránzazu Heras
, Ana Lorena Alvarado-Gámez, Roberto Urcuyo, Luis E. Arroyo-Mora:
Rapid Determination of the 'Legal Highs' 4-MMC and 4-MEC by Spectroelectrochemistry: Simultaneous Cyclic Voltammetry and In Situ Surface-Enhanced Raman Spectroscopy. Sensors 22(1): 295 (2022) - Ángel Arroyo
, Héctor Quintián
, José Luís Calvo-Rolle
, Nuño Basurto
, Álvaro Herrero
:
A HAIS Approach to Predict the Energy Produced by a Solar Panel. HAIS 2022: 195-207 - Alvaro Arroyo, Bruno Scalzo, Ljubisa Stankovic, Danilo P. Mandic:
Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification. ICASSP 2022: 5468-5472 - Félix Meléndez
, Patricia Arroyo
, José Ignacio Suárez
, Pablo Carmona, Juan Álvaro Fernández, José Luis Herrero, Jaime Gómez-Suárez, Diego Carmona, Jesús Lozano
:
NanoElectroOptical Nose (NEONOSE) for the detection of Climate Change gases. ISOEN 2022: 1-4 - Ángel Arroyo
, Carlos Cambra, Nuño Basurto, Carlos Rad
, Milagros Navarro, Álvaro Herrero:
Regression Techniques to Predict the Growth of Potato Tubers. SOCO 2022: 217-225 - 2021
- Álvaro Llamazares
, Miguel García-Gracia
, S. Martín-Arroyo
:
Characterization of Parasitic Impedance in PCB Using a Flexible Test Probe Based on a Curve-Fitting Method. IEEE Access 9: 40695-40705 (2021) - Álvaro Herrero
, Alfredo Jiménez
, Secil Bayraktar
, Ángel Arroyo
:
Novel applications of soft computing techniques for industrial and environmental enterprises. Expert Syst. J. Knowl. Eng. 38(1) (2021) - Nuño Basurto
, Ángel Arroyo
, Carlos Cambra
, Álvaro Herrero
:
A Hybrid Intelligent System to Detect Anomalies in Robot Performance. HAIS 2021: 415-426 - Bruno Scalzo, Alvaro Arroyo, Ljubisa Stankovic, Danilo P. Mandic:
Nonstationary Portfolios: Diversification in the Spectral Domain. ICASSP 2021: 5155-5159 - Anita Herrera
, Ángel Arroyo
, Alfredo Jiménez
, Álvaro Herrero
:
Analysis of the Tourism Industry in Ecuador by Means of Soft Computing Techniques. SOCO 2021: 811-820
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