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Using Smart Persistence and Random Forests to Predict Photovoltaic Energy Production

Energies (Basel), 2019-01, Vol.12 (1), p.100

2019

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BERTuit : Understanding Spanish language in Twitter with transformers

Expert systems, 2023-11, Vol.40 (9)

2023

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Understanding writing style in social media with a supervised contrastively pre-trained transformer

Knowledge-based systems, 2024-07, Vol.296, p.111867, Article 111867

2024

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SILT: Efficient transformer training for inter-lingual inference

Expert systems with applications, 2022-08, Vol.200, p.116923, Article 116923

2022

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Fusing CNNs and statistical indicators to improve image classification

Information fusion, 2022-03, Vol.79, p.174-187

2022

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Deep learning for understanding multilabel imbalanced Chest X-ray datasets

Future generation computer systems, 2023-07, Vol.144, p.291-306

2023

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Countering malicious content moderation evasion in online social networks: Simulation and detection of word camouflage

Applied soft computing, 2023-09, Vol.145, p.110552, Article 110552

2023

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Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges

Information fusion, 2024-03, Vol.103, p.102103, Article 102103

2024

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Camouflage Is All You Need: Evaluating and Enhancing Transformer Models Robustness Against Camouflage Adversarial Attacks

IEEE transactions on emerging topics in computational intelligence, 2024-08, p.1-13

2024

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A short-term solar radiation forecasting system for the Iberian Peninsula. Part 1: Models description and performance assessment

Solar energy, 2020-01, Vol.195, p.396-412

2020

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FacTeR-Check: Semi-automated fact-checking through semantic similarity and natural language inference

Knowledge-based systems, 2022-09, Vol.251, p.109265, Article 109265

2022

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Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

Knowledge-based systems, 2024-01, Vol.283, p.111198, Article 111198

2024

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Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types

Applied soft computing, 2021-09, Vol.109, p.107531, Article 107531

2021

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A short-term solar radiation forecasting system for the Iberian Peninsula. Part 2: Model blending approaches based on machine learning

Solar energy, 2020-01, Vol.195, p.685-696

2020

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Exploring Dimensionality Reduction Techniques in Multilingual Transformers

Cognitive computation, 2023-03, Vol.15 (2), p.590-612

2023

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Using a Multi-view Convolutional Neural Network to monitor solar irradiance

Neural computing & applications, 2022-07, Vol.34 (13), p.10295-10307

2022

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Using Authorship Embeddings to Understand Writing Style in Social Media

Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023, Vol.14163, p.60-71

2023

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Countering Misinformation Through Semantic-Aware Multilingual Models

Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021, Vol.13113, p.312-323

2021

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Fighting disinformation with artificial intelligence: fundamentals, advances and challenges

El profesional de la informacion, 2023-01, Vol.32 (3), p.e320322

2023

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Cloud Type Identification Using Data Fusion and Ensemble Learning

Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020, Vol.12490, p.137-147

2020

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Improving Prediction Intervals Using Measured Solar Power with a Multi-Objective Approach

Energies (Basel), 2019-12, Vol.12 (24), p.4713

2019

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An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data

15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020), 2020, Vol.1268, p.176-185

2020

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Transparency in Medicine: How eXplainable AI is Revolutionizing Patient Care

2023 International Conference on Network, Multimedia and Information Technology (NMITCON), 2023, p.1-6

2023

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Generating Authorship Embeddings with Transformers

2022 International Joint Conference on Neural Networks (IJCNN), 2022, p.1-8

2022

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A CLIP-based Siamese Approach for Meme Classification

2024 International Joint Conference on Neural Networks (IJCNN), 2024, p.1-8

2024

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Using Smart Persistence and Random Forests to Predict Photovoltaic Energy Production

BERTuit : Understanding Spanish language in Twitter with transformers

Understanding writing style in social media with a supervised contrastively pre-trained transformer

SILT: Efficient transformer training for inter-lingual inference

Fusing CNNs and statistical indicators to improve image classification

Deep learning for understanding multilabel imbalanced Chest X-ray datasets

Countering malicious content moderation evasion in online social networks: Simulation and detection of word camouflage

Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges

Camouflage Is All You Need: Evaluating and Enhancing Transformer Models Robustness Against Camouflage Adversarial Attacks

A short-term solar radiation forecasting system for the Iberian Peninsula. Part 1: Models description and performance assessment

FacTeR-Check: Semi-automated fact-checking through semantic similarity and natural language inference

Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types

A short-term solar radiation forecasting system for the Iberian Peninsula. Part 2: Model blending approaches based on machine learning

Exploring Dimensionality Reduction Techniques in Multilingual Transformers

Using a Multi-view Convolutional Neural Network to monitor solar irradiance

Using Authorship Embeddings to Understand Writing Style in Social Media

Countering Misinformation Through Semantic-Aware Multilingual Models

Fighting disinformation with artificial intelligence: fundamentals, advances and challenges

Cloud Type Identification Using Data Fusion and Ensemble Learning

Improving Prediction Intervals Using Measured Solar Power with a Multi-Objective Approach

An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data

Transparency in Medicine: How eXplainable AI is Revolutionizing Patient Care

Generating Authorship Embeddings with Transformers

A CLIP-based Siamese Approach for Meme Classification

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