Resultats - Valls Mateu, Aïda
Valls Mateu, Aïda
| Tesis Doctorals Dirigides / Theses |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Distribución de microaneurismas, hemorragias y exudados durossegún la clasificación de retinopatíadiabética en pacientes con diabetes |
| Autor: Garcia Curto, Eugeni |
| Director: Valls Mateu, Aïda; Baget Bernaldiz, Marc; Romero Aroca, Pedro |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Sistema multicriterio de recomendación basado en operadores de lógica graduada de preferencias para la orientación segura en un destino turístico |
| Autor: Solano Barliza, Andres David |
| Director: Escorcia Gutierrez, José Rafael; Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Validació clínica del sistema d'ajuda en el diagnòstic de la retinopatia diabètica en l'àmbit de prevenció primària (Retiprogram). |
| Autor: Vergés Pujol, Raquel |
| Director: Valls Mateu, Aïda; Castro Salomó, Antoni; Romero Aroca, Pedro |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Fuzzy-based machine learning methods for continuous diagnosis and prognosis of Diabetic Retinopathy |
| Autor: Pascual Fontanilles, Jordi |
| Director: Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2024 |
| País: N/D |
| Títol: Machine learning methods for predicting days to discharge in Intensive Care Units patients |
| Autor: Cuadrado Gomez, David |
| Director: Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Deep Learning-based Methods for Extracting Fundus Image Landmarks and Signs of Eye Diseases |
| Autor: Ali, Mohammed Yousef Salem |
| Director: Abdelnasser Mohamed Mahmoud, Mohamed; Baget Bernaldiz, Marc; Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Image Segmentation Methods for Automatic Detection of the Anatomical Structure of the Eye in People with Diabetic Retinopathy |
| Autor: Escorcia Gutierrez, José Rafael |
| Director: Romero Aroca, Pedro; Valls Mateu, Aïda; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Image segmentation methods for automatic detection of the anatomical structure of the eye in people with diabetic retinopathy |
| Autor: Jose Escorcia Gutierrez |
| Director: Aïda Valls Mateu; Pere Romero Aroca; Domènec Puig Valls |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Publicacions en Revista / Papers |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: A Flexible Profile-Based Recommender System for Discovering Cultural Activities in an Emerging Tourist Destination |
| Autors: Arregoces-Julio, Isabel; Solano-Barliza, Andres; Valls, Aida; Moreno, Antonio; Castillo-Palacio, Marysol; Acosta-Coll, Melisa; Escorcia-Gutierrez, Jose |
| Any: 2025 Clau: Article |
| Revista: Informatics |
| País: N/D |
| Títol: Multivariate data binning and examples generation to build a Diabetic Retinopathy classifier based on temporal clinical and analytical risk factors |
| Autors: Pascual-Fontanilles, Jordi; Valls, Aida; Romero-Aroca, Pedro |
| Any: 2024 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Two Handheld Retinograph Devices Evaluated by Ophthalmologists and an Artificial Intelligence Algorithm |
| Autors: Romero-Aroca, Pedro; Fontoba-Poveda, Benilde; Garcia-Curto, Eugeni; Valls, Aida; Cristiano, Julian; Llagostera-Serra, Monica; Morente-Lorenzo, Cristian; Mendez-Marin, Isabel; Baget-Bernaldiz, Marc |
| Any: 2024 Clau: Article |
| Revista: Journal Of Clinical Medicine |
| País: N/D |
| Títol: Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients |
| Autors: Romero-Aroca, Pedro; Garcia-Curto, Eugeni; Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc |
| Any: 2024 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Referable Diabetic Retinopathy Prediction Algorithm Applied to a Population of 120,389 Type 2 Diabetics over 11 Years Follow-Up |
| Autors: Romero-Aroca, Pedro; Verges, Raquel; Pascual-Fontanilles, Jordi; Valls, Aida; Franch-Nadal, Josep; Mundet, Xavier; Moreno, Antonio; Basora, Josep; Garcia-Curto, Eugeni; Baget-Bernaldiz, Marc |
| Any: 2024 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Enhancing Fair Tourism Opportunities in Emerging Destinations by Means of Multi-criteria Recommender Systems: The Case of Restaurants in Riohacha, Colombia |
| Autors: Solano-Barliza, Andres; Valls, Aida; Acosta-Coll, Melisa; Moreno, Antonio; Escorcia-Gutierrez, Jose; De-La-Hoz-Franco, Emiro; Arregoces-Julio, Isabel |
| Any: 2024 Clau: Article |
| Revista: International Journal Of Computational Intelligence Systems |
| País: N/D |
| Títol: Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators |
| Autors: Ali, Mohammed Yousef Salem; Jabreel, Mohammad; Valls, Aida; Baget, Marc; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: International Journal On Artificial Intelligence Tools |
| País: N/D |
| Títol: LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images |
| Autors: Ali, Mohammed Yousef Salem; Jabreel, Mohammed; Valls, Aida; Baget, Marc; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Predicting Intensive Care Unit Patients' Discharge Date with a Hybrid Machine Learning Model That Combines Length of Stay and Days to Discharge |
| Autors: Cuadrado, David; Valls, Aida; Riano, David |
| Any: 2023 Clau: Article |
| Revista: Mathematics |
| País: N/D |
| Títol: Multi-Class Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees |
| Autors: Maaroof, Najlaa; Moreno, Antonio; Valls, Aida; Jabreel, Mohammed; Romero-Aroca, Pedro |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Effect of Lipids on Diabetic Retinopathy in a Large Cohort of Diabetic Patients after 10 Years of Follow-Up |
| Autors: Romero-Aroca, Pedro; Verges, Raquel; Pascual-Fontanilles, Jordi; Valls, Aida; Franch, Josep; Barrot, Joan; Mundet, Xavier; La Torre, Alex; Moreno, Antonio; Sagarra, Ramon; Basora, Josep; Garcia-Curto, Eugeni; Baget-Bernaldiz, Marc |
| Any: 2023 Clau: Article |
| Revista: Journal Of Clinical Medicine |
| País: N/D |
| Títol: Finding the most sustainable wind farm sites with a hierarchical outranking decision aiding method |
| Autors: Afsordegan, Arayeh; Del Vasto-Terrientes, Luis; Valls, Aida; Agell, Nuria; Sanchez, Monica |
| Any: 2022 Clau: Article |
| Revista: Annals Of Operations Research |
| País: N/D |
| Títol: A feature selection strategy to optimize retinal vasculature segmentation |
| Autors: Escorcia-Gutierrez, Jose; Torrents-Barrena, Jordina; Gamarra, Margarita; Madera, Natasha; Romero-Aroca, Pedro; Valls, Aida; Puig, Domenec |
| Any: 2022 Clau: Article |
| Revista: Cmc-Computers Materials & Continua |
| País: N/D |
| Títol: Building a Territorial Working Group to Reduce Gender Gap in the Field of Artificial Intelligence |
| Autors: Gibert, Karina; Valls, Aida |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment |
| Autors: Maaroof, Najlaa; Moreno, Antonio; Valls, Aida; Jabreel, Mohammed; Szelag, Marcin |
| Any: 2022 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: Continuous Dynamic Update of Fuzzy Random Forests |
| Autors: Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Romero-Aroca, Pedro |
| Any: 2022 Clau: Article |
| Revista: International Journal Of Computational Intelligence Systems |
| País: N/D |
| Títol: Validation of an Algorithm for the Prediction of Diabetic Retinopathy in Type 1 Diabetic Patients in a Spanish Population |
| Autors: Romero-Aroca, Pedro; Baget-Bernaldiz, Marc; Navarro-Gil, Raul; Feliu, Albert; Maarof, Najla; Moreno, Antonio; Cristiano, Julián; Valls, Aida |
| Any: 2022 Clau: Article |
| Revista: Clinical Ophthalmology (Auckland, N.Z.) |
| País: N/D |
| Títol: Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database |
| Autors: Baget-Bernaldiz, Marc; Pedro, Romero-Aroca; Santos-Blanco, Esther; Navarro-Gil, Raul; Valls, Aida; Moreno, Antonio; Rashwan, Hatem A; Puig, Domenec |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images |
| Autors: Escorcia-Gutierrez, Jose; Torrents-Barrena, Jordina; Gamarra, Margarita; Romero-Aroca, Pedro; Valls, Aida; Puig, Domenec |
| Any: 2021 Clau: Article |
| Revista: Expert Systems With Applications |
| País: N/D |
| Títol: A method to determine a personalized set of online exercises for improving the positive mental health of a caregiver of a chronically ill patient |
| Autors: Ferre-Bergada, Maria; Valls, Aida; Raigal-Aran, Laia; Lorca-Cabrera, Jael; Albacar-Rioboo, Nuria; Lluch-Canut, Teresa; Ferre-Grau, Carme |
| Any: 2021 Clau: Article |
| Revista: Bmc Medical Informatics And Decision Making |
| País: N/D |
| Títol: Introducing sentiment analysis of textual reviews in a multi-criteria decision aid system |
| Autors: Jabreel, Mohammed; Maaroof, Najlaa; Valls, Aida; Moreno, Antonio |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: The effect of hba1c variability as a risk measure for microangiopathy in type 1 diabetes mellitus |
| Autors: Romero-Aroca, Pedro; Navarro-Gil, Raul; Feliu, Albert; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Validation of a Diagnostic Support System for Diabetic Retinopathy Based on Clinical Parameters |
| Autors: Romero-Aroca, Pedro; Verges-Pujol, Raquel; Santos-Blanco, Esther; Maarof, Najlaa; Valls, Aida; Mundet, Xavier; Moreno, Antonio; Galindo, Luis; Baget-Bernaldiz, Marc |
| Any: 2021 Clau: Article |
| Revista: Translational Vision Science & Technology |
| País: N/D |
| Llibres / Books |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Capítols de Llibre / Book chapters |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: LLM-Enhanced BERTopic vs. Traditional Topic Models in Tourism: Performance and Temperature Effects |
| Autors: Eddy Soria Leyva; A¿¿da Valls; Antonio Moreno; Ana Beatriz Hernández¿Lara |
| Any: 2025 Clau: Book Chapters |
| Títol: Mapping Literacies in the Tourism Labor Market: A Cross-Database Comparison |
| Autors: Eddy Soria Leyva |
| Any: 2024 Clau: Book Chapters |
| Títol: Adapting a Fuzzy Random Forest for Ordinal Multi-Class Classification |
| Autors: Pascual Fontanilles, Jordi; Lhotska, Lenka: Moreno, Antonio; Valls, Aida |
| Any: 2022 Clau: Book Chapters |
| Títol: Constructing an Outranking Relation from Semantic Criteria and Ordinal Criteria for the ELECTRE Method |
| Autors: Valls A; Moreno A |
| Any: 2022 Clau: Book Chapters |
| Títol: Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators |
| Autors: Ali MYS; Abdel-Nasser M; Jabreel M; Valls A; Baget M |
| Any: 2021 Clau: Book Chapters |
| Títol: Contextualized LORE for Fuzzy Attributes |
| Autors: Maaroof N; Moreno A; Jabreel M; Valls A |
| Any: 2021 Clau: Book Chapters |
| Títol: Iterative Update of a Random Forest Classifier for Diabetic Retinopathy |
| Autors: Pascual-Fontanilles J; Valls A; Moreno A; Romero-Aroca P |
| Any: 2021 Clau: Book Chapters |
| Altres Documents / Other documents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Patents Sol.licitades / Patents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Software RETICAR |
| Autors: ROMERO AROCA, PEDRO (Inventores/autores/obtentores); Baget Bernaldiz, Marc (Inventores/autores/obtentores); Verges Pujol, Raquel (Inventores/autores/obtentores); Méndez Marín, Maria Isabel (Inventores/autores/obtentores); García Curto, Eugeni (Inventores/autores/obtentores); VALLS MATEU, AÏDA (Autor o Coautor); MORENO RIBAS, ANTONIO (Inventores/autores/obtentores); Pascual Fontanilles, Jordi (Inventores/autores/obtentores) |
| Any: 2024 Tipus: Other |
| Organismes: N/D |
| Països: N/D |
| Títol: Electre-H Software Package v.3 |
| Autors: VALLS MATEU, AÏDA (Autor o Coautor) |
| Any: 2022 Tipus: Other |
| Organismes: N/D |
| Països: N/D |
| Congressos / Conferences |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Autor/a: Eddy Soria |
| Títol: 27th International Conference of the Catalan Association for Artificial Intelligence (CCIA 2025) |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2025 |
| Autor/a: Eddy Soria, Aida Valls, Ana Beatriz Hernández-Lara |
| Títol: EURAM Conference (2025) - European Academy of Management |
| Congrés/acte: N/D |
| Congrés/acte: Conference and other non published contributions |
| Any: 2025 |
| Autor/a: SORIA LEYVA, EDDY |
| Títol: The 22nd International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2025) |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2025 |
| Autor/a: Eddy Soria |
| Títol: 26th International Conference of the Catalan Association for Artificial Intelligence (CCIA 2024) |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2024 |
| Autor/a: Eddy Soria; Aida Valls; Jorge Luis Mariño; Ana Beatriz Hernández, |
| Títol: A fuzzy framework for unraveling experiential tourism value |
| Congrés/acte: Ios Press |
| Congrés/acte: Speaker |
| Any: 2024 |
| Autor/a: J Pascual-Fontanilles, A Valls, A Moreno, P Romero-Aroca |
| Títol: Fuzzy Logic-Based Variable Encoding for Improved Diabetic Retinopathy Prediction |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2024 |
| Autor/a: Solano-Barliza, A., Valls, A., Moreno, A., Dujmovic, J., Acosta-Coll, M., Escorcia-Gutierrez, J. De-La-Hoz-Franco, E. |
| Títol: Personalized Hotel Recommender System Based on Graded Logic with Asymmetric Criteria |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2024 |
| Autor/a: Escorcia-Gutierrez, J., Cuello, J., Gamarra, M., Romero-Aroca, P., Caicedo, E., Valls, A., Puig, D. |
| Títol: Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2023 |
| Autor/a: J. Pascual-Fontanilles, A. Valls, P. Romero-Aroca |
| Títol: A fuzzy-based method to boost short time-series to solve class imbalance in health care data |
| Congrés/acte: Proceedings Mdai |
| Congrés/acte: Speaker |
| Any: 2023 |
| Autor/a: M. Y. Salem Ali, M. Abdel-Nasser, M. Jabreel, A. Valls and M. Baget |
| Títol: Exu-Eye: Retinal Exudates Segmentation based on Multi-Scale Modules and Gated Skip Connection |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2022 |
| Autor/a: Jordi Pascual Fontanilles, Aïda Valls, Antonio Moreno, Pedro Romero Aroca |
| Títol: Iterative update of a Random Forest classifier for Diabetic Retinopathy |
| Congrés/acte: Artificial Intelligence Reserch And Development |
| Congrés/acte: Speaker |
| Any: 2021 |
| Autor/a: Mohammed Ali, Mohamed Abdelnasser, Mohammed Jabreel, Aïda Valls, Marc Baget |
| Títol: Segmenting the Optic Disc using a Deep Learning Ensemble Model based on OWA Operators |
| Congrés/acte: Artificial Intelligence Reserch And Development |
| Congrés/acte: Speaker |
| Any: 2021 |
| Autor/a: Najlaa Al-Ziyadi, Antonio Moreno, Mohammed Jabreel, Aïda Valls |
| Títol: Contextualized LORE for Fuzzy Attributes |
| Congrés/acte: Artificial Intelligence Reserch And Development |
| Congrés/acte: Speaker |
| Any: 2021 |
