Sergio Moreno-Álvarez

29 papers C 4Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Spanish Language Proficiency Dataset for AI Evaluation.
Inf.
Anselmo Peñas, Álvaro Rodrigo, Javier Fruns-Jiménez, Inés Soria-Pastor, Sergio Moreno-Álvarez, Alberto Pérez García-Plaza, Julio Reyes-Montesinos
2025 J jnl
A Novel Spectral-Spatial Attention Network for Zero-Shot Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hailiang Lu, Mercedes Eugenia Paoletti, Juan Mario Haut, Sergio Moreno-Álvarez, Guangsheng Chen, Weipeng Jing
2025 J jnl
Overview of PROFE at IberLEF 2025: Language Proficiency Evaluation.
Proces. del Leng. Natural
Álvaro Rodrigo, Sergio Moreno-Álvarez, Alberto Pérez, Anselmo Peñas, Rodrigo Agerri, Javier Fruns-Jiménez, Inés Soria-Pastor
2024 J jnl
Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Juan Mario Haut, Sergio Moreno-Álvarez, Rafael Pastor Vargas, Ámbar Pérez-García, Mercedes Eugenia Paoletti
2024 C conf
Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification.
IGARSS
Sergio Moreno-Álvarez, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut
2024 C conf
Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval.
IGARSS
Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Antonio J. Plaza
2024 J jnl
Enhancing Distributed Neural Network Training Through Node-Based Communications.
IEEE Trans. Neural Networks Learn. Syst.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan Mario Haut
2024 J jnl
Federated learning meets remote sensing.
Expert Syst. Appl.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, A. J. Sanchez-Fernandez, Juan A. Rico-Gallego, Lirong Han, Juan Mario Haut
2024 J jnl
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza
2024 J jnl
Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines.
SN Comput. Sci.
Juan Mario Haut, Jose Miguel Franco-Valiente, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Alfonso Pardo Diaz
2024 J jnl
Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
A. J. Sanchez-Fernandez, Sergio Moreno-Álvarez, Juan-Antonio Rico-Gallego, Siham Tabik
2024 — conf
UNED team at BEA 2024 Shared Task: Testing different Input Formats for predicting Item Difficulty and Response Time in Medical Exams.
BEA
Álvaro Rodrigo, Sergio Moreno-Álvarez, Anselmo Peñas
2023 J jnl
A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mercedes Eugenia Paoletti, Óscar Mogollón-Gutiérrez, Sergio Moreno-Álvarez, José Carlos Sancho Núñez, Juan Mario Haut
2023 J jnl
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza
2023 J jnl
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Sergio Moreno-Álvarez, Enrique Moreno-Ávila, Victor Andres Ayma, Rafael Pastor Vargas, Mercedes Eugenia Paoletti
2023 J jnl
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut
2022 C conf
Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product.
IGARSS
Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Juan Mario Haut
2022 J jnl
Heterogeneous gradient computing optimization for scalable deep neural networks.
J. Supercomput.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Mario Haut
2022 J jnl
Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut
2022 — —
Optimización de aplicaciones científicas y de aprendizaje automático en entornos de altas prestaciones heterogéneos.
Sergio Moreno-Álvarez
2022 C conf
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification.
IGARSS
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Gabriele Cavallaro, Juan Mario Haut
2022 J jnl
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing.
IEEE Geosci. Remote. Sens. Lett.
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan A. Rico-Gallego, Juan Mario Haut
2021 J jnl
Deep mixed precision for hyperspectral image classification.
J. Supercomput.
Mercedes Eugenia Paoletti, Xuanwen Tao, Juan Mario Haut, Sergio Moreno-Álvarez, Antonio Plaza
2021 J jnl
Distributed Deep Learning for Remote Sensing Data Interpretation.
Proc. IEEE
Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza
2021 J jnl
Heterogeneous model parallelism for deep neural networks.
Neurocomputing
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego
2020 J jnl
A tool to assess the communication cost of parallel kernels on heterogeneous platforms.
J. Supercomput.
Juan A. Rico-Gallego, Sergio Moreno-Álvarez, Juan Carlos Díaz Martín, Alexey L. Lastovetsky
2020 J jnl
Performance evaluation of model-driven partitioning algorithms for data-parallel kernels on heterogeneous platforms.
Comput. Math. Methods
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Sergio Moreno-Álvarez, Carmen Calvo-Jurado, Juan-Luis García Zapata
2020 J jnl
Training deep neural networks: a static load balancing approach.
J. Supercomput.
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Javier Plaza
2019 J jnl
Analytical Communication Performance Models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms.
J. Supercomput.
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Carmen Calvo-Jurado, Sergio Moreno-Álvarez, Juan-Luis García Zapata