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Resultats - Valls Mateu, Aïda


Valls Mateu, Aïda

Tesis Doctorals Dirigides / Theses 
2019 2020 2021 2022 2023
Títol: Machine learning methods for predicting days to discharge in Intensive Care Units patients
Autor: Cuadrado Gomez, David
Director: Valls Mateu, Aïda; Riaño Ramos, David
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: Baget Bernaldiz, Marc; Abdelnasser Mohamed Mahmoud, Mohamed; 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: Jose Escorcia Gutierrez
Director: Aïda Valls Mateu; Pere Romero Aroca; Domènec Puig Valls
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: Escorcia Gutierrez, José Rafael
Director: Romero Aroca, Pedro; Valls Mateu, Aïda; Puig Valls, Domènec Savi
Universitat: N/D
Any: 2021
País: N/D
Títol: Dinámicas del poblamiento rural y del territorio en zonas del noroeste de la cuenca del Duero entre época romana y la Alta Edad Media a través de la Arqueología del Paisaje
Autor: Martínez Fernández, Jesús
Director: Valls Mateu, Aïda; Hernandez Lara, Ana Beatriz; Palet Martínez, Josep Maria
Universitat: N/D
Any: 2021
País: N/D
Títol: Development of Machine Learning Techniques for Diabetic Retinopathy Risk Estimation
Autor: Ali, Emran Saleh Ali
Director: Moreno Ribas, Antonio (Autor O Coautor) ; Romero Aroca, Pedro (Autor O Coautor) ; Valls Mateu, Aïda
Universitat: N/D
Any: 2020
País: N/D
Títol: Diabetic Retinopathy classification and interpretation using Deep Learning Techniques
Autor: Jordi De La Torre Gallart
Director: Valls Mateu, Aïda (Autor O Coautor) ; Puig Valls, Domènec Savi
Universitat: N/D
Any: 2019
País: N/D
Títol: Diabetic retinopathy classification and interpretation using deep learning techniques
Autor: Jordi De La Torre
Director: Puig Valls, Domènec Savi (Autor O Coautor); Valls Mateu, Aïda (Autor O Coautor); Domènec Puig Valls (Director); Aïda Valls Mateu
Universitat: N/D
Any: 2019
País: N/D
Publicacions en Revista / Papers 
2019 2020 2021 2022 2023
Títol: LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images
Autors: Ali MYS; Jabreel M; Valls A; Baget M; Abdel-Nasser M
Any: 2023 Clau: Article
Revista: Electronics
País: N/D
Títol: Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators
Autors: Ali, MYS; Jabreel, M; Valls, A; Baget, M; Abdel-Nasser, M
Any: 2023 Clau: Article
Revista: International Journal On Artificial Intelligence Tools
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, D; Valls, A; Riaño, D
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, N; Moreno, A; Valls, A; Jabreel, M; Romero-Aroca, P
Any: 2023 Clau: Article
Revista: Electronics
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, P; Verges, R; Pascual-Fontanilles, J; Valls, A; Franch, J; Barrot, J; Mundet, X; La Torre, A; Moreno, A; Sagarra, R; Basora, J; Garcia-Curto, E; Baget-Bernaldiz, M
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 A; Del Vasto-Terrientes L; Valls A; Agell N; Sánchez M
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 J; Torrents-Barrena J; Gamarra M; Madera N; Romero-Aroca P; Valls A; Puig D
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 K; Valls A
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 N; Moreno A; Valls A; Jabreel M; Szelag M
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: Women in Artificial Intelligence
Autors: Valls, Aida; Gibert, Karina
Any: 2022 Clau: Article
Revista: Applied Sciences-Basel
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: Ferré-Bergadà Maria; Valls Aida; Raigal-Aran Laia; Lorca-Cabrera Jael; Albacar-Ribóo Nuria; Lluch-Canut Teresa; Ferré-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 M; Maaroof N; Valls A; Moreno A
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 P; Navarro-Gil R; Feliu A; Valls A; Moreno A; Baget-Bernaldiz M
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
Títol: Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection
Autors: Escorcia-Gutierrez J; Torrents-Barrena J; Gamarra M; Romero-Aroca P; Valls A; Puig D
Any: 2020 Clau: Article
Revista: Computers In Biology And Medicine
País: N/D
Títol: Comprehensive Simulation of a Software Project throughout Several Subjects
Autors: Ferre M; Garcia-Barroso C; Garcia-Famoso M; Sanchez D; Valls A
Any: 2020 Clau: Article
Revista: Revista Iberoamericana De Tecnologias Del Aprendizaje
País: N/D
Títol: Acquired Angioedema due to C1 Inhibitor Deficiency Preceding Splenic Marginal Zone Lymphoma: Further Insights from Clinical Practice
Autors: Leme Ferriani, Mariana Paes; Trevisan-Neto, Orlando; Costa, Julia S.; Melo, Janaina M. L.; Moreno, Adriana S.; Dias, Marina M.; Garibaldi, Pedro M. M.; Pereira, Gabriel C.; Chahud, Fernando; Traina, Fabiola; Arruda, L. Karla;
Any: 2020 Clau: Article
Revista: International Archives Of Allergy And Immunology
País: N/D
Títol: Validation of a Deep Learning Algorithm for Diabetic Retinopathy
Autors: Romero-Aroca, Pedro; Verges-Puig, Raquel; de la Torre, Jordi; Valls, Aida; Relano-Barambio, Naiara; Puig, Domenec; Baget-Bernaldiz, Marc;
Any: 2020 Clau: Article
Revista: Telemedicine And E-Health
País: N/D
Títol: A deep learning interpretable classifier for diabetic retinopathy disease grading
Autors: de la Torre J; Valls A; Puig D
Any: 2020 Clau: Article
Revista: Neurocomputing
País: N/D
Títol: Inferring preferences in ontology-based recommender systems using WOWA
Autors: M.Martínez-García; A.Valls; A.Moreno
Any: 2019 Clau: Article
Revista: Journal Of Intelligent Information Systems
País: N/D
Títol: Inferring preferences in ontology-based recommender systems using WOWA
Autors: Martínez-García M; Valls A; Moreno A
Any: 2019 Clau: Article
Revista: Journal Of Intelligent Information Systems
País: N/D
Títol: A Clinical Decision Support System for Diabetic Retinopathy Screening: Creating a Clinical Support Application
Autors: Romero-Aroca P; Valls A; Moreno A; Sagarra-Alamo R; Basora-Gallisa J; Saleh E; Baget-Bernaldiz M; Puig D
Any: 2019 Clau: Article
Revista: Telemedicine And E-Health
País: N/D
Títol: A Hierarchically perpendicular to-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation
Autors: Saleh, Emran; Valls, Aida; Moreno, Antonio; Romero-Aroca, Pedro; Bustince, Humberto; Torra, Vicenc;
Any: 2019 Clau: Article
Revista: International Journal Of Uncertainty Fuzziness And Knowledge-Based Systems
País: N/D
Llibres / Books 
2019 2020 2021 2022 2023
Capítols de Llibre / Book chapters 
2019 2020 2021 2022 2023
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
Títol: SentiRank: A system to integrate aspect-based sentiment analysis and multi-criteria decision support
Autors: Jabreel M; Maaroof N; Valls A; Moreno A
Any: 2020 Clau: Book Chapters
Títol: Unisent: Universal sentiment analysis system for low-resource languages
Autors: Jabreel M; Maaroof N; Valls A; Moreno A
Any: 2019 Clau: Book Chapters
Altres Documents / Other documents 
2019 2020 2021 2022 2023
Patents Sol.licitades / Patents 
2019 2020 2021 2022 2023
Títol: Software RETIPROGRAM 2.0
Autors: VALLS MATEU, AÏDA (Autor o Coautor); MORENO RIBAS, ANTONIO (Autor o Coautor); PUIG VALLS, DOMÈNEC SAVI (Autor o Coautor); Emran Saleh (Autor o Coautor); Najlaa Maaroof (Autor o Coautor); ROMERO AROCA, PEDRO (Autor o Coautor); Baget-Bernaldiz, Marc (Autor o Coautor); Verges-Puig, Raquel (Autor o Coautor); Sagarra-Alamo, Ramon (Autor o Coautor); Navarro Gil, Raúl (Autor o Coautor)
Any: 2020 Tipus: Other
Organismes: N/D
Països: N/D
Títol: Software MIRA
Autors: VALLS MATEU, AÏDA (Autor o Coautor); PUIG VALLS, DOMÈNEC SAVI (Autor o Coautor); MORENO RIBAS, ANTONIO (Autor o Coautor); Jabreel, Mohammed (Autor o Coautor); CRISTIANO RODRÍGUEZ, JULIÁN EFRÉN (Autor o Coautor); ROMERO AROCA, PEDRO (Autor o Coautor); Baget-Bernaldiz, Marc (Autor o Coautor); Navarro Gil, Raúl (Autor o Coautor); Bautista Pérez, Angel (Autor o Coautor); Verges-Puig, Raquel (Autor o Coautor)
Any: 2020 Tipus: Other
Organismes: N/D
Països: N/D
Congressos / Conferences 
2019 2020 2021 2022 2023
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
Autor/a: VALLS MATEU, AÏDA
Títol: Ontology-based clustering for managing semantic data and its use in tourism applications
Congrés/acte: N/D
Congrés/acte: Invited paper
Any: 2019
Autor/a: VALLS MATEU, AÏDA; MORENO RIBAS, ANTONIO; Maaroof N
Títol: Preference Modeling Tools for the Decision Support Method ELECTRE-III-H
Congrés/acte: Artificial Intelligence Reserch And Development
Congrés/acte: Speaker
Any: 2019
Autor/a: VALLS MATEU, AÏDA; MORENO RIBAS, ANTONIO; Pascual Fontanilles, Jordi; Maaroof N
Títol: A tool for assisting in the definition of the parameters of the ELECTRE-III-H method
Congrés/acte: N/D
Congrés/acte: Speaker
Any: 2019