Aïda Valls

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 47

Top Venues

CCIA

MDAI

Expert Syst. Appl.

J. Intell. Inf. Syst.

Publications

Jordi Pascual-Fontanilles, Aïda Valls, Pedro Romero-Aroca
Multivariate data binning and examples generation to build a Diabetic Retinopathy classifier based on temporal clinical and analytical risk factors. Knowl. Based Syst. 300 (2024)
Jordi Pascual-Fontanilles, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca
Challenges in the Exploitation of Historical Clinical Data for the Classification of Diabetic Retinopathy Patients. CCIA (2023)
José Escorcia-Gutierrez, Jose Cuello, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig
Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks. CISIM (2023)
Mohammed Yousef Salem Ali, Mohammed Jabreel, Aïda Valls, Marc Baget, Mohamed Abdel-Nasser
Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators. Int. J. Artif. Intell. Tools 32 (2) (2023)
Aïda Valls, Teresa Alsinet, Antonio Moreno
Editorial: Special Issue on Data Mining, Machine Learning and Decision Support Systems in Health Care. Int. J. Artif. Intell. Tools 32 (2) (2023)
Mohammed Yousef Salem Ali, Mohamed Abdel-Nasser, Aïda Valls, Marc Baget, Mohammed Jabreel
EDBNet: Efficient Dual-Decoder Boosted Network for Eye Retinal Exudates Segmentation. CCIA (2022)
Arayeh Afsordegan, Luis Del Vasto Terrientes, Aïda Valls, Núria Agell, Mónica Sánchez
Finding the most sustainable wind farm sites with a hierarchical outranking decision aiding method. Ann. Oper. Res. 312 (2) (2022)
Aïda Valls, Cèsar Fernández, Mateu Villaret
New Reasoning Models: Improving Optimisation and Decision Support with the Management of Uncertainty and Constraints. Int. J. Comput. Intell. Syst. 15 (1) (2022)
José Escorcia-Gutierrez, Jose Cuello, Carlos Barraza, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig
Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images. CISIM (2022)
Jordi Pascual-Fontanilles, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca
Continuous Dynamic Update of Fuzzy Random Forests. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Najlaa Maaroof, Antonio Moreno, Mohammed Jabreel, Aïda Valls
Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees. CCIA (2022)
Jordi Pascual-Fontanilles, Lenka Lhotská, Antonio Moreno, Aïda Valls
Adapting a Fuzzy Random Forest for Ordinal Multi-Class Classification. CCIA (2022)
José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images. Expert Syst. Appl. 174 (2021)
Mohammed Yousef Salem Ali, Mohamed Abdel-Nasser, Mohammed Jabreel, Aïda Valls, Marc Baget
Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators. CCIA (2021)
Maria Ferré-Bergadà, Aïda Valls, Laia Raigal-Aran, Jael Lorca-Cabrera, Núria Albacar-Riobóo, Teresa Lluch Canut, Carme Ferré-Grau
A method to determine a personalized set of online exercises for improving the positive mental health of a caregiver of a chronically ill patient. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Najlaa Maaroof, Antonio Moreno, Mohammed Jabreel, Aïda Valls
Contextualized LORE for Fuzzy Attributes. CCIA (2021)
Jordi Pascual-Fontanilles, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca
Iterative Update of a Random Forest Classifier for Diabetic Retinopathy. CCIA (2021)
Maria Ferre, Carlos García-Barroso, Montse García-Famoso, David Sánchez, Aïda Valls
Comprehensive Simulation of a Software Project Throughout Several Subjects. Rev. Iberoam. de Tecnol. del Aprendiz. 15 (4) (2020)
Mohammed Jabreel, Najlaa Maaroof, Aïda Valls, Antonio Moreno
SentiRank: A System to Integrate Aspect-Based Sentiment Analysis and Multi-criteria Decision Support. MDAI (2020)
Jordi de La Torre, Aïda Valls, Domenec Puig
A deep learning interpretable classifier for diabetic retinopathy disease grading. Neurocomputing 396 (2020)
Najlaa Maaroof, Antonio Moreno, Aïda Valls, Mohammed Jabreel
Guided-LORE: Improving LORE with a Focused Search of Neighbours. TAILOR (2020)
José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection. Comput. Biol. Medicine 127 (2020)
Aïda Valls, Antonio Moreno, Jordi Pascual-Fontanilles
Preference Modeling Tools for the Decision Support Method ELECTRE-III-H. CCIA (2019)
Mohammed Jabreel, Najlaa Maaroof, Aïda Valls, Antonio Moreno
UniSent: Universal Sentiment Analysis System for Low-Resource Languages. CCIA (2019)
Miriam Martínez-García, Aïda Valls, Antonio Moreno
Inferring preferences in ontology-based recommender systems using WOWA. J. Intell. Inf. Syst. 52 (2) (2019)
Emran Saleh, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca, Humberto Bustince, Vicenç Torra
A Hierarchically ⊥-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27 (Supplement-1) (2019)
Emran Saleh, Jerzy Blaszczynski, Antonio Moreno, Aïda Valls, Pedro Romero-Aroca, Sofia de la Riva-Fernandez, Roman Slowinski
Learning ensemble classifiers for diabetic retinopathy assessment. Artif. Intell. Medicine 85 (2018)
Miriam Martínez-García, Aïda Valls, Antonio Moreno, Arantza Aldea
A semantic multi-criteria approach to evaluate different types of energy generation technologies. Environ. Model. Softw. 110 (2018)
Jonathan Ayebakuro Orama, Aïda Valls
Constructing an Outranking Relation with Weighted OWA for Multi-criteria Decision Analysis. MDAI (2018)
Sílvia Buira, Aïda Valls
A Method to Integrate Semantic Criteria into a Recommender System Based on ELECTRE Outranking Relations. CCIA (2018)
Emran Saleh, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca, Vicenç Torra, Humberto Bustince
Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models. MDAI (2018)
Aïda Valls, Karina Gibert, Alicia Orellana, Salvador Anton Clavé
Using ontology-based clustering to understand the push and pull factors for British tourists visiting a Mediterranean coastal destination. Inf. Manag. 55 (2) (2018)
Jordi de La Torre, Domenec Puig, Aïda Valls
Weighted kappa loss function for multi-class classification of ordinal data in deep learning. Pattern Recognit. Lett. 105 (2018)
Jordi de La Torre, Aïda Valls, Domenec Puig, Pere Romero-Aroca
Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier. CoRR (2018)
Jordi de La Torre, Aïda Valls, Domenec Puig
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading. CoRR (2017)
Joan Borràs, Antonio Moreno, Aïda Valls
Diversification of recommendations through semantic clustering. Multim. Tools Appl. 76 (22) (2017)
Emran Saleh, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca
Integration of Different Fuzzy Rule-Induction Methods to Improve the Classification of Patients with Diabetic Retinopathy. CCIA (2017)
Jordina Torrents-Barrena, Domenec Puig, Jaime Melendez, Aïda Valls
Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images. J. Exp. Theor. Artif. Intell. 28 (1-2) (2016)
Jordi de La Torre, Aïda Valls, Domenec Puig
Diabetic Retinopathy Detection Through Image Analysis Using Deep Convolutional Neural Networks. CCIA (2016)
Luis Del Vasto Terrientes, Aïda Valls, Piotr Zielniewicz, Joan Borràs
A hierarchical multi-criteria sorting approach for recommender systems. J. Intell. Inf. Syst. 46 (2) (2016)
Miriam Martínez-García, Aïda Valls, Antonio Moreno
Construction of an Outranking Relation Based on Semantic Criteria with ELECTRE-III. IPMU (2) (2016)
Emran Saleh, Antonio Moreno, Aïda Valls, Pedro Romero-Aroca, Sofia de la Riva-Fernandez
A Fuzzy Random Forest Approach for the Detection of Diabetic Retinopathy on Electronic Health Record Data. CCIA (2016)
Luis Del Vasto Terrientes, Aïda Valls, Piotr Zielniewicz, Joan Borràs
Erratum to: A hierarchical multi-criteria sorting approach for recommender systems. J. Intell. Inf. Syst. 46 (2) (2016)
Emran Saleh, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca, Sofia de la Riva-Fernandez, Ramon Sagarra-Alamo
Diabetic Retinopathy Risk Estimation Using Fuzzy Rules on Electronic Health Record Data. MDAI (2016)
Luis Del Vasto Terrientes, Vikas Kumar, Tzu Chi Chao, Aïda Valls
A decision support system to find the best water allocation strategies in a Mediterranean river basin in future scenarios of global change. J. Exp. Theor. Artif. Intell. 28 (1-2) (2016)
José Escorcia-Gutierrez, Jordina Torrents-Barrena, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals. CCIA (2016)
Silvia Sanromà, Antonio Moreno, Aïda Valls, Pedro Romero-Aroca, Sofia de la Riva-Fernandez, Ramon Sagarra-Alamo
Assessment of diabetic retinopathy risk with random forests. ESANN (2016)
Jordina Torrents-Barrena, Aïda Valls, Petia Radeva, Meritxell Arenas, Domenec Puig
Automatic Recognition of Molecular Subtypes of Breast Cancer in X-Ray images using Segmentation-based Fractal Texture Analysis. CCIA (2015)
Jordina Torrents-Barrena, Jaime Melendez, Aïda Valls, Pere Romero, Domenec Puig
Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks. CCIA (2015)
Luis Del Vasto Terrientes, Aïda Valls, Roman Slowinski, Piotr Zielniewicz
ELECTRE-III-H: An outranking-based decision aiding method for hierarchically structured criteria. Expert Syst. Appl. 42 (11) (2015)
Antonio Moreno, Aïda Valls, Sergio Martínez, Carlos Vicient, Lucas Marin, Ferran Mata
Personalised recommendations based on novel semantic similarity and clustering procedures. AI Commun. 28 (1) (2015)
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Joan Martí, Aïda Valls
Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms. CCIA (2014)
Joan Borràs, Antonio Moreno, Aïda Valls
Intelligent tourism recommender systems: A survey. Expert Syst. Appl. 41 (16) (2014)
Tzu Chi Chao, Luis Del Vasto Terrientes, Aïda Valls, Vikas Kumar, Marta Schuhmacher
A hierarchical decision support system to evaluate the effects of climate change in water supply in a Mediterranean river basin. CCIA (2014)
Karina Gibert, Aïda Valls, Montserrat Batet
Introducing semantic variables in mixed distance measures: Impact on hierarchical clustering. Knowl. Inf. Syst. 40 (3) (2014)
Aïda Valls, Cindy Medina, Antonio Moreno, Domenec Puig
Selection of Gabor Filters with Choquet Integral for Texture Analysis in Mammogram Images. CCIA (2013)
Antonio Moreno, Aïda Valls, Ferran Mata, Sergio Martínez, Lucas Marin, Carlos Vicient
A Semantic Similarity Measure for Objects Described with Multi-Valued Categorical Attributes. CCIA (2013)
Sergio Martínez, David Sánchez, Aïda Valls
A semantic framework to protect the privacy of electronic health records with non-numerical attributes. J. Biomed. Informatics 46 (2) (2013)
Montserrat Batet, David Sánchez, Aïda Valls, Karina Gibert
Semantic similarity estimation from multiple ontologies. Appl. Intell. 38 (1) (2013)
Lucas Marin, David Isern, Antonio Moreno, Aïda Valls
On-line dynamic adaptation of fuzzy preferences. Inf. Sci. 220 (2013)
Antonio Moreno, Aïda Valls, David Isern, Lucas Marin, Joan Borràs
SigTur/E-Destination: Ontology-based personalized recommendation of Tourism and Leisure Activities. Eng. Appl. Artif. Intell. 26 (1) (2013)
Sergio Martínez, David Sánchez, Aïda Valls
Semantic adaptive microaggregation of categorical microdata. Comput. Secur. 31 (5) (2012)
Joan Borràs, Aïda Valls, Antonio Moreno, David Isern
Ontology-Based Management of Uncertain Preferences in User Profiles. IPMU (2) (2012)
Domenec Puig, Jaime Melendez, Agusti Solanas, Aïda Valls, Antonio Moreno
Supervised Texture Classification Using Optimization Techniques. CCIA (2012)
Montserrat Batet, Antonio Moreno, David Sánchez, David Isern, Aïda Valls
Turist@: Agent-based personalised recommendation of tourist activities. Expert Syst. Appl. 39 (8) (2012)
Sergio Martínez, Aïda Valls, David Sánchez
Semantically-grounded construction of centroids for datasets with textual attributes. Knowl. Based Syst. 35 (2012)
Luis Del Vasto Terrientes, Aïda Valls, Roman Slowinski, Piotr Zielniewicz
Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method. MDAI (2012)
Sergio Martínez, David Sánchez, Aïda Valls
Towards k-Anonymous Non-numerical Data via Semantic Resampling. IPMU (4) (2012)
Montserrat Batet, David Isern, Lucas Marin, Sergio Martínez, Antonio Moreno, David Sánchez, Aïda Valls, Karina Gibert
Knowledge-driven delivery of home care services. J. Intell. Inf. Syst. 38 (1) (2012)
Sergio Martínez, David Sánchez, Aïda Valls, Montserrat Batet
Privacy protection of textual attributes through a semantic-based masking method. Inf. Fusion 13 (4) (2012)
David Sánchez, Montserrat Batet, David Isern, Aïda Valls
Ontology-based semantic similarity: A new feature-based approach. Expert Syst. Appl. 39 (9) (2012)
Lucas Marin, José M. Merigó, Aïda Valls, Antonio Moreno, David Isern
Induced Unbalanced Linguistic Ordered Weighted Average. EUSFLAT Conf. (2011)
Joan Borràs, Joan de la Flor, Yolanda Pérez, Antonio Moreno, Aïda Valls, David Isern, Alicia Orellana, Antonio P. Russo, Salvador Anton Clavé
SigTur/E-Destination: A System for the Management of Complex Tourist Regions. ENTER (2011)
Montserrat Batet, David Sánchez, Aïda Valls
An ontology-based measure to compute semantic similarity in biomedicine. J. Biomed. Informatics 44 (1) (2011)
Montserrat Batet, Aïda Valls, Karina Gibert
Semantic Clustering based on Ontologies - An Application to the Study of Visitors in a Natural Reserve. ICAART (1) (2011)
Sergio Martínez, Aïda Valls, David Sánchez
An ontology-based record linkage method for textual microdata. CCIA (2011)
Aïda Valls, Karina Gibert, David Sánchez, Montserrat Batet
Using ontologies for structuring organizational knowledge in Home Care assistance. Int. J. Medical Informatics 79 (5) (2010)
David Isern, Lucas Marin, Aïda Valls, Antonio Moreno
The Unbalanced Linguistic Ordered Weighted Averaging operator. FUZZ-IEEE (2010)
Sergio Martínez, David Sánchez, Aïda Valls, Montserrat Batet
The Role of Ontologies in the Anonymization of Textual Variables. CCIA (2010)
Sergio Martínez, Aïda Valls, David Sánchez
Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity. IPMU (2) (2010)
David Sánchez, Montserrat Batet, Aïda Valls, Karina Gibert
Ontology-driven web-based semantic similarity. J. Intell. Inf. Syst. 35 (3) (2010)
Sergio Martínez, David Sánchez, Aïda Valls
Ontology-Based Anonymization of Categorical Values. MDAI (2010)
Montserrat Batet, Aïda Valls, Karina Gibert, David Sánchez
Semantic Clustering Using Multiple Ontologies. CCIA (2010)
Montserrat Batet, David Sánchez, Aïda Valls, Karina Gibert
Exploiting Taxonomical Knowledge to Compute Semantic Similarity: An Evaluation in the Biomedical Domain. IEA/AIE (1) (2010)
David Sánchez, Montserrat Batet, Aïda Valls
Web-Based Semantic Similarity: An Evaluation in the Biomedical Domain. Int. J. Softw. Informatics 4 (1) (2010)
Montserrat Batet, Aïda Valls, Karina Gibert
Performance of Ontology-Based Semantic Similarities in Clustering. ICAISC (1) (2010)
Aïda Valls, Jordi Nin, Vicenç Torra
On the Use of Aggregation Operators for Location Privacy. IFSA/EUSFLAT Conf. (2009)
David Sánchez, Montserrat Batet, Aïda Valls
Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain. KSEM (2009)
Aïda Valls, Cristina Gómez-Alonso, Vicenç Torra
Generation of Prototypes for Masking Sequences of Events. ARES (2009)
Aïda Valls, Montserrat Batet, Eva M. López
Using expert's rules as background knowledge in the ClusDM methodology. Eur. J. Oper. Res. 195 (3) (2009)
Montserrat Batet, Sergio Martínez, Aïda Valls, Karina Gibert
Customization of an agent-based medical system. CCIA (2009)
Cristina Gómez-Alonso, Aïda Valls
A Similarity Measure for Sequences of Categorical Data Based on the Ordering of Common Elements. MDAI (2008)
Karina Gibert, Aïda Valls, David Riaño
Knowledge Engineering as a support for building an Actor Profile Ontology for Integrating Home-Care Systems. MIE (2008)
Montserrat Batet, Aïda Valls, Karina Gibert, Sergio Martínez, Ester Morales
Automatic Tailoring of an Actor Profile Ontology. K4HelP (2008)
Montserrat Batet, Karina Gibert, Aïda Valls
The Data Abstraction Layer as Knowledge Provider for a Medical Multi-agent System. K4CARE (2007)
Karina Gibert, Aïda Valls, Joan Casals
Enlarging a Medical Actor Profile Ontology with New Care Units. K4CARE (2007)
Antonio Moreno, Aïda Valls, David Isern, David Sánchez
Applying Agent Technology to Healthcare: The GruSMA Experience. IEEE Intell. Syst. 21 (6) (2006)
Miriam García, Eva M. López, Vikas Kumar, Aïda Valls
A Multicriteria Fuzzy Decision System to Sort Contaminated Soils. MDAI (2006)
David Isern, Aïda Valls, Antonio Moreno
Using Aggregation Operators to Personalize Agent-Based Medical Services. KES (2) (2006)
Aïda Valls, Vicenç Torra, Josep Domingo-Ferrer
Semantic-based aggregation for statistical disclosure control. Int. J. Intell. Syst. 18 (9) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aïda Valls