A Thermocouple Model Based on Neural Networks. - Nicolás J. Medrano-Marqués; Rafael del-Hoyo-Alonso; Bonifacio Martín-del-Brío (IWANN (2), 2001)

Supervised Classification with Associative SOM. - Rafael del-Hoyo-Alonso; J. David Buldain Pérez; Álvaro Marco (IWANN (1), 2003)

Neural Networks for QoS Network Management. - Rafael del-Hoyo-Alonso; Pilar Fernández-de-Alarcón; Juan-José Navamuel-Castillo; Nicolás J. Medrano-Marqués; Bonifacio Martín-del-Brío; Julián Fernández-Navajas; David Abadía-Gallego (IWANN, 2007)

Effective Emotional Classification Combining Facial Classifiers and User Assessment. - Isabelle Hupont; Sandra Baldassarri; Rafael Del Hoyo; Eva Cerezo (AMDO, 2008)

Analysis of Capacity Estimation Methods for Real-Time Applications in Internet Accesses. - Eduardo Viruete; Julián Fernández-Navajas; Elena Macian-Senz; Ignacio Martínez; Rafael del-Hoyo; José García 001 (CCNC, 2008)

Supervised Classification Fuzzy Growing Hierarchical SOM. - Rafael Del Hoyo; Nicolás J. Medrano-Marqués; Bonifacio Martín-del-Brío; Francisco José Lacueva-Pérez (HAIS, 2008)

Towards an intelligent affective multimodal virtual agent for uncertain environments. - Isabelle Hupont; Rafael Del Hoyo; Sandra Baldassarri; Eva Cerezo; Francisco J. Serón; Diego Romero (AFFINE@ICMI, 2009)

Hybrid text affect sensing system for emotional language analysis. - Rafael del-Hoyo; Isabelle Hupont; Francisco José Lacueva-Pérez; David Abadía-Gallego (AFFINE@ICMI, 2009)

Computational intelligence tools for next generation quality of service management. - Rafael Del Hoyo; Bonifacio Martín-del-Brío; Nicolás J. Medrano-Marqués; Julián Fernández-Navajas (Neurocomputing, 2009)

Facial Affect Sensing for T-learning. - Isabelle Hupont; David Abadía-Gallego; Sandra Baldassarri; Eva Cerezo; Rafael Del Hoyo (ICTAI (2), 2010)

GENESISX: New Improvements in the Deployment and Start Up of Services in NGN Architectures. - Rafael del-Hoyo-Alonso; Miguel Ángel Gracia Bandrés; María Pilar Marín Yus; Isabel Ordás Arnal; Jesús Alonso López; Jorge Vallejo Galarza; Stephen Garvey; Amir Eliaz; Diego Besprosvan; Pilar Fernández de Alarcón Azón; Diego Romero San Martín (MobiMedia, 2010)

A Novel Tutor-guided Platform for Interactive Augmented Reality Learning. - Héctor Martínez; David Abadía-Gallego; Luis Miguel Sanagustín; Isabelle Hupont; Rafael Del Hoyo; Carlos Sagüés (CSEDU (1), 2011)

Augmented Reality based Intelligent Interactive e-Learning Platform. - Héctor Martínez; Rafael Del Hoyo; Luis Miguel Sanagustín; Isabelle Hupont; David Abadía-Gallego; Carlos Sagüés (ICAART (1), 2011)

T-Educo: a T-Learning Tutoring Tool that Cares. - Isabelle Hupont; David Abadía-Gallego; Sandra Baldassarri; Eva Cerezo; Rafael Del Hoyo (Int. J. Artif. Intell. Tools, 2011)

Smart and Interactive Future Homes - Integration of Autonomic Computing and New HCI Methods. - Rafael Del Hoyo; Luis Miguel Sanagustín; Carolina Benito; Isabelle Hupont; David Abadía-Gallego (ICAART (1), 2012)

Virtual Agents in Next Generation Interactive Homes. - Rafael Del Hoyo; Luis Miguel Sanagustín; Carolina Benito; Isabelle Hupont; David Abadía-Gallego (PAAMS (Workshops), 2012)

The Emotracker: Visualizing Contents, Gaze and Emotions at a Glance. - Isabelle Hupont; Sandra Baldassarri; Eva Cerezo; Rafael Del Hoyo (ACII, 2013)

Automatic Ontology User Profiling for Social Networks from URLs Shared. - Paula Peña; Rafael Del Hoyo; Jorge Vea-Murguía; Carlos González; Sergio Mayo (CAEPIA, 2013)

Advanced Human Affect Visualization. - Isabelle Hupont; Sandra Baldassarri; Eva Cerezo; Rafael Del Hoyo (SMC, 2013)

Collective Knowledge Ontology User Profiling for Twitter - Automatic User Profiling. - Paula Peña; Rafael Del Hoyo; Jorge Vea-Murguía; Carlos González; Sergio Mayo (Web Intelligence, 2013)

Emotracking Digital Art. - Isabelle Hupont; Eva Cerezo; Sandra Baldassarri; Rafael Del Hoyo (HCI (2), 2014)

Ensemble Algorithm with Syntactical Tree Features to Improve the Opinion Analysis. - Rafael del-Hoyo-Alonso; María de la Vega Rodrigalvarez-Chamorro; Jorge Vea-Murguía; Rosa María Montañes-Salas (TASS@SEPLN, 2015)

Towards a Structured Representation of Results in an Information Retrieval System for Public Examination Calls. - Rocío Aznar-Gimeno; María del Carmen Rodríguez-Hernández; Rafael del-Hoyo-Alonso; Sergio Ilarri (CERI, 2018)

Aplicación de un modelo híbrido de aprendizaje profundo para el Análisis de Sentimiento en Twitter(Application of a hybrid deep learning model for Sentiment Analysis in Twitter). - Rosa Montañés; Rocío Aznar; Rafael Del Hoyo (TASS@SEPLN, 2018)

Monitorización de Social Media. - Rosa Montañés; Rocío Aznar-Gimeno; Saúl Nogueras; Paula Segura; Rubén Langarita; Enrique Meléndez; Paula Peña; Rafael Del Hoyo (Proces. del Leng. Natural, 2018)

Open Data for Public Administration: Exploitation and semantic organization of institutional web content. - Paula Peña; Rocío Aznar-Gimeno; Rosa Montañés; Rafael Del Hoyo (Proces. del Leng. Natural, 2018)

From Recurrency to Attention in Opinion Analysis: Comparing RNN vs Transformer Models. - Rosa María Montañes-Salas; Rafael del-Hoyo-Alonso; Rocío Aznar-Gimeno (IberLEF@SEPLN, 2019)

An Experimental Evaluation of Content-based Recommendation Systems: Can Linked Data and BERT Help? - María del Carmen Rodríguez-Hernández; Rafael del-Hoyo-Alonso; Sergio Ilarri; Rosa María Montañés-Salas; Sergio Sabroso-Lasa (AICCSA, 2020)

MotorIA: Automatic E-Learning Course Generation System. - María del Carmen Rodríguez-Hernández; María de la Vega Rodrigálvarez-Chamarro; Jorge I. Vea-Murguia Merck; Ángel Esteban Ballano; Marta Arguedas Lafuente; Rafael del-Hoyo-Alonso (ICCTA, 2020)

Multifactorial Evolutionary Prediction of Phenology and Pests: Can Machine Learning Help? - Francisco José Lacueva-Pérez; Sergio Ilarri; Juan José Barriuso Vargas; Gorka Labata Lezaun; Rafael del-Hoyo-Alonso (WEBIST, 2020)

Ontology-quality Evaluation Methodology for Enhancing Semantic Searches and Recommendations: A Case Study. - Paula Peña; Raquel Trillo Lado; Rafael Del Hoyo; María del Carmen Rodríguez-Hernández; David Abadía-Gallego (WEBIST, 2020)

Deep Learning for Walking Behaviour Detection in Elderly People Using Smart Footwear. - Rocío Aznar-Gimeno; Gorka Labata Lezaun; Ana Adell-Lamora; David Abadía-Gallego; Rafael del-Hoyo-Alonso; Carlos González Muñoz (Entropy, 2021)

ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish. - Rosa María Montañés-Salas; Irene López-Bosque; Luis García-Garcés; Rafael del-Hoyo-Alonso (SMM4H@COLING, 2022)

Grapevine Phenology Prediction: A Comparison of Physical and Machine Learning Models. - Francisco José Lacueva-Pérez; Sergio Ilarri; Juan José Barriuso Vargas; Joaquín B. Ordieres Meré; Gorka Labata Lezaun; Rafael del-Hoyo (DaWaK, 2022)

ITAINNOVA@DA-VINCIS: A Tale of Transformers and Simple Optimization Techniques. - Rosa María Montañes-Salas; Rafael del-Hoyo-Alonso; Paula Peña-Larena (IberLEF@SEPLN, 2022)

SHION (Smart tHermoplastic InjectiON): An Interactive Digital Twin Supporting Real-Time Shopfloor Operations. - Francisco José Lacueva-Pérez; Setia Hermawati; Pedro Amoraga; Ricardo Salillas-Martínez; Rafael del-Hoyo-Alonso; Glyn Lawson (IEEE Internet Comput., 2022)

Aragón Open Data Assistant, Lesson Learned of an Intelligent Assistant for Open Data Access. - Rafael del-Hoyo-Alonso; Vega Rodrigálvarez-Chamarro; Jorge Vea-Murguía; Iñigo Zubizarreta; Julián Moyano-Collado (CONVERSATIONS, 2023)

Intelligent Radar for Aragonese Tourism. - Rosa María Montañes-Salas; Paula Peña-Larena; María del Carmen Rodríguez-Hernández; Luis García-Garcés; Pablo Pérez-Benedí; Sergio Mayo-Macías; Enrique Meléndez-Estrada; Rafael del-Hoyo-Alonso; José Luis Galar-Gimeno (SEPLN (Projects and Demonstrations), 2023)

Comparing the Min-Max-Median/IQR Approach with the Min-Max Approach, Logistic Regression and XGBoost, Maximising the Youden Index. - Rocío Aznar-Gimeno; Luis Mariano Esteban; Gerardo Sanz; Rafael del-Hoyo-Alonso (Symmetry, 2023)

AUTO-DataGenCARS+: An Advanced User-Oriented Tool to Generate Data for the Evaluation of Recommender Systems. - María del Carmen Rodríguez-Hernández; Sergio Ilarri; Marcos Caballero; Raquel Trillo Lado; Ramón Hermoso; Rafael del-Hoyo-Alonso (MoMM, 2024)

On the Diagnosis and Characterisation of Prostate Cancer in Pathology Reports in Spanish. - Rosa María Montañés-Salas; Sergio Gracia-Borobia; María de la Vega Rodrigálvarez-Chamarro; Angel Borque-Fernando; Patricia A. Guerrero-Ochoa; Alejandro Camón-Fernández; Jorge Alfaro-Torres; Isabel Marquina-Ibáñez; Sofía Hakim-Alonso; Luis Mariano Esteban; Rafael del-Hoyo-Alonso (SEPLN Posters, 2024)

Automated Knowledge Graph Approach for Dataset Metadata Harmonisation. - Paula Peña-Larena; María del Carmen Rodríguez-Hernández; Luis García-Garcés; Rosa María Montañés-Salas; Rafael del-Hoyo-Alonso (SEPLN (Projects and Demonstrations), 2024)

Developing machine learning models from multisourced real-world datasets to enhance smart-farming practices. - Francisco José Lacueva-Pérez; Rafael del-Hoyo-Alonso; Gorka Labata Lezaun; Juan José Barriuso Vargas; Sergio Ilarri (Comput. Electron. Agric., 2025)

A neural network to identify requests, decisions, and arguments in court rulings on custody. - José Félix Muñoz-Soro; Rafael del-Hoyo-Alonso; Rosa Montañés; Francisco José Lacueva-Pérez (Artif. Intell. Law, 2025)