Aïda Valls
Orcid: 0000-0003-3616-7809
According to our database1,
Aïda Valls
authored at least 110 papers
between 1999 and 2023.
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Bibliography
2023
Editorial: Special Issue on Data Mining, Machine Learning and Decision Support Systems in Health Care.
Int. J. Artif. Intell. Tools, March, 2023
Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators.
Int. J. Artif. Intell. Tools, March, 2023
Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks.
Proceedings of the Computer Information Systems and Industrial Management, 2023
Challenges in the Exploitation of Historical Clinical Data for the Classification of Diabetic Retinopathy Patients.
Proceedings of the Artificial Intelligence Research and Development, 2023
2022
New Reasoning Models: Improving Optimisation and Decision Support with the Management of Uncertainty and Constraints.
Int. J. Comput. Intell. Syst., 2022
Int. J. Comput. Intell. Syst., 2022
Finding the most sustainable wind farm sites with a hierarchical outranking decision aiding method.
Ann. Oper. Res., 2022
Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images.
Proceedings of the Computer Information Systems and Industrial Management, 2022
Proceedings of the Artificial Intelligence Research and Development, 2022
Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees.
Proceedings of the Artificial Intelligence Research and Development, 2022
EDBNet: Efficient Dual-Decoder Boosted Network for Eye Retinal Exudates Segmentation.
Proceedings of the Artificial Intelligence Research and Development, 2022
2021
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., 2021
A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images.
Expert Syst. Appl., 2021
Proceedings of the Artificial Intelligence Research and Development, 2021
Proceedings of the Artificial Intelligence Research and Development, 2021
Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators.
Proceedings of the Artificial Intelligence Research and Development, 2021
2020
Neurocomputing, 2020
Rev. Iberoam. de Tecnol. del Aprendiz., 2020
Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection.
Comput. Biol. Medicine, 2020
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020
SentiRank: A System to Integrate Aspect-Based Sentiment Analysis and Multi-criteria Decision Support.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2020
2019
J. Intell. Inf. Syst., 2019
A Hierarchically ⊥-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019
Proceedings of the Artificial Intelligence Research and Development, 2019
Proceedings of the Artificial Intelligence Research and Development, 2019
2018
Weighted kappa loss function for multi-class classification of ordinal data in deep learning.
Pattern Recognit. Lett., 2018
Using ontology-based clustering to understand the push and pull factors for British tourists visiting a Mediterranean coastal destination.
Inf. Manag., 2018
A semantic multi-criteria approach to evaluate different types of energy generation technologies.
Environ. Model. Softw., 2018
Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier.
CoRR, 2018
Artif. Intell. Medicine, 2018
Proceedings of the Modeling Decisions for Artificial Intelligence, 2018
Constructing an Outranking Relation with Weighted OWA for Multi-criteria Decision Analysis.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2018
A Method to Integrate Semantic Criteria into a Recommender System Based on ELECTRE Outranking Relations.
Proceedings of the Artificial Intelligence Research and Development, 2018
2017
Multim. Tools Appl., 2017
Integration of Different Fuzzy Rule-Induction Methods to Improve the Classification of Patients with Diabetic Retinopathy.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017
2016
J. Intell. Inf. Syst., 2016
J. Intell. Inf. Syst., 2016
Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.
J. Exp. Theor. Artif. Intell., 2016
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., 2016
Diabetic Retinopathy Risk Estimation Using Fuzzy Rules on Electronic Health Record Data.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Diabetic Retinopathy Detection Through Image Analysis Using Deep Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2016
A Fuzzy Random Forest Approach for the Detection of Diabetic Retinopathy on Electronic Health Record Data.
Proceedings of the Artificial Intelligence Research and Development, 2016
Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals.
Proceedings of the Artificial Intelligence Research and Development, 2016
2015
Proceedings of the Advanced Research in Data Privacy, 2015
ELECTRE-III-H: An outranking-based decision aiding method for hierarchically structured criteria.
Expert Syst. Appl., 2015
Personalised recommendations based on novel semantic similarity and clustering procedures.
AI Commun., 2015
Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2015
Automatic Recognition of Molecular Subtypes of Breast Cancer in X-Ray images using Segmentation-based Fractal Texture Analysis.
Proceedings of the Artificial Intelligence Research and Development, 2015
2014
Introducing semantic variables in mixed distance measures: Impact on hierarchical clustering.
Knowl. Inf. Syst., 2014
Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms.
Proceedings of the Artificial Intelligence Research and Development, 2014
A hierarchical decision support system to evaluate the effects of climate change in water supply in a Mediterranean river basin.
Proceedings of the Artificial Intelligence Research and Development, 2014
2013
A semantic framework to protect the privacy of electronic health records with non-numerical attributes.
J. Biomed. Informatics, 2013
SigTur/E-Destination: Ontology-based personalized recommendation of Tourism and Leisure Activities.
Eng. Appl. Artif. Intell., 2013
Selection of Gabor Filters with Choquet Integral for Texture Analysis in Mammogram Images.
Proceedings of the Artificial Intelligence Research and Development, 2013
A Semantic Similarity Measure for Objects Described with Multi-Valued Categorical Attributes.
Proceedings of the Artificial Intelligence Research and Development, 2013
2012
Semantically-grounded construction of centroids for datasets with textual attributes.
Knowl. Based Syst., 2012
Inf. Fusion, 2012
Expert Syst. Appl., 2012
Expert Syst. Appl., 2012
Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012
Proceedings of the Advances in Computational Intelligence, 2012
Proceedings of the Advances on Computational Intelligence, 2012
Proceedings of the Artificial Intelligence Research and Development, 2012
2011
J. Biomed. Informatics, 2011
Semantic Clustering based on Ontologies - An Application to the Study of Visitors in a Natural Reserve.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011
Proceedings of the Information and Communication Technologies in Tourism 2011, 2011
Proceedings of the Artificial Intelligence Research and Development, 2011
2010
Int. J. Softw. Informatics, 2010
Int. J. Medical Informatics, 2010
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010
Exploiting Taxonomical Knowledge to Compute Semantic Similarity: An Evaluation in the Biomedical Domain.
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the Artificial Intelligence and Soft Computing, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
Proceedings of the Artificial Intelligence Research and Development, 2010
Proceedings of the Artificial Intelligence Research and Development, 2010
2009
Eur. J. Oper. Res., 2009
Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain.
Proceedings of the Knowledge Science, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Artificial Intelligence Research and Development, 2009
Proceedings of the The Forth International Conference on Availability, 2009
2008
Knowledge Engineering as a support for building an Actor Profile Ontology for Integrating Home-Care Systems.
Proceedings of the eHealth Beyond the Horizon, 2008
A Similarity Measure for Sequences of Categorical Data Based on the Ordering of Common Elements.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2008
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008
2007
Proceedings of the Knowledge Management for Health Care Procedures, 2007
Proceedings of the Knowledge Management for Health Care Procedures, 2007
2006
IEEE Intell. Syst., 2006
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
2003
Int. J. Intell. Syst., 2003
AI Commun., 2003
Proceedings of the Multi-Agent Systems and Applications III, 2003
2002
PhD thesis, 2002
A Multi-Criteria Decision Aid Agent Applied to the Selection of the Best Receiver in a Transplant.
Proceedings of the ICEIS 2002, 2002
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002
2001
Inteligencia Artif., 2001
Proceedings of the Artificial Intelligence Medicine, 2001
Proceedings of the Artificial Intelligence Medicine, 2001
2000
1999
Int. J. Intell. Syst., 1999
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999