Aïda Valls

According to our database1, Aïda Valls authored at least 86 papers between 1999 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Inferring preferences in ontology-based recommender systems using WOWA.
J. Intell. Inf. Syst., 2019

2018
Weighted kappa loss function for multi-class classification of ordinal data in deep learning.
Pattern Recognition Letters, 2018

Using ontology-based clustering to understand the push and pull factors for British tourists visiting a Mediterranean coastal destination.
Information & Management, 2018

A semantic multi-criteria approach to evaluate different types of energy generation technologies.
Environmental Modelling and Software, 2018

Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier.
CoRR, 2018

Learning ensemble classifiers for diabetic retinopathy assessment.
Artificial Intelligence in Medicine, 2018

Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models.
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
Diversification of recommendations through semantic clustering.
Multimedia Tools Appl., 2017

A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading.
CoRR, 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
Erratum to: A hierarchical multi-criteria sorting approach for recommender systems.
J. Intell. Inf. Syst., 2016

A hierarchical multi-criteria sorting approach for recommender systems.
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

Construction of an Outranking Relation Based on Semantic Criteria with ELECTRE-III.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Assessment of diabetic retinopathy risk with random forests.
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
Semantic Anonymisation of Categorical Datasets.
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

Intelligent tourism recommender systems: A survey.
Expert Syst. Appl., 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.
Journal of Biomedical Informatics, 2013

On-line dynamic adaptation of fuzzy preferences.
Inf. Sci., 2013

SigTur/E-Destination: Ontology-based personalized recommendation of Tourism and Leisure Activities.
Eng. Appl. of AI, 2013

Semantic similarity estimation from multiple ontologies.
Appl. 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

Knowledge-driven delivery of home care services.
J. Intell. Inf. Syst., 2012

Privacy protection of textual attributes through a semantic-based masking method.
Information Fusion, 2012

Ontology-based semantic similarity: A new feature-based approach.
Expert Syst. Appl., 2012

Turist@: Agent-based personalised recommendation of tourist activities.
Expert Syst. Appl., 2012

Semantic adaptive microaggregation of categorical microdata.
Computers & Security, 2012

Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012

Towards k-Anonymous Non-numerical Data via Semantic Resampling.
Proceedings of the Advances in Computational Intelligence, 2012

Ontology-Based Management of Uncertain Preferences in User Profiles.
Proceedings of the Advances on Computational Intelligence, 2012

Supervised Texture Classification Using Optimization Techniques.
Proceedings of the Artificial Intelligence Research and Development, 2012

2011
An ontology-based measure to compute semantic similarity in biomedicine.
Journal of Biomedical 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

Induced Unbalanced Linguistic Ordered Weighted Average.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

SigTur/E-Destination: A System for the Management of Complex Tourist Regions.
Proceedings of the Information and Communication Technologies in Tourism 2011, 2011

An ontology-based record linkage method for textual microdata.
Proceedings of the Artificial Intelligence Research and Development, 2011

2010
Ontology-driven web-based semantic similarity.
J. Intell. Inf. Syst., 2010

Web-Based Semantic Similarity: An Evaluation in the Biomedical Domain.
Int. J. Software and Informatics, 2010

Using ontologies for structuring organizational knowledge in Home Care assistance.
I. J. Medical Informatics, 2010

Ontology-Based Anonymization of Categorical Values.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity.
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

Performance of Ontology-Based Semantic Similarities in Clustering.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

The Unbalanced Linguistic Ordered Weighted Averaging operator.
Proceedings of the FUZZ-IEEE 2010, 2010

The Role of Ontologies in the Anonymization of Textual Variables.
Proceedings of the Artificial Intelligence Research and Development, 2010

Semantic Clustering Using Multiple Ontologies.
Proceedings of the Artificial Intelligence Research and Development, 2010

2009
Using expert's rules as background knowledge in the ClusDM methodology.
European Journal of Operational Research, 2009

Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain.
Proceedings of the Knowledge Science, 2009

On the Use of Aggregation Operators for Location Privacy.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Customization of an agent-based medical system.
Proceedings of the Artificial Intelligence Research and Development, 2009

Generation of Prototypes for Masking Sequences of Events.
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

Automatic Tailoring of an Actor Profile Ontology.
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008

2007
Enlarging a Medical Actor Profile Ontology with New Care Units.
Proceedings of the Knowledge Management for Health Care Procedures, 2007

The Data Abstraction Layer as Knowledge Provider for a Medical Multi-agent System.
Proceedings of the Knowledge Management for Health Care Procedures, 2007

2006
Applying Agent Technology to Healthcare: The GruSMA Experience.
IEEE Intelligent Systems, 2006

A Multicriteria Fuzzy Decision System to Sort Contaminated Soils.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Using Aggregation Operators to Personalize Agent-Based Medical Services.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2003
Semantic-based aggregation for statistical disclosure control.
Int. J. Intell. Syst., 2003

Thesis: ClusDM: a Multiple Criteria Decision Method for heterogeneous data sets.
AI Commun., 2003

Multi-agent Simulation of Work Teams.
Proceedings of the Multi-Agent Systems and Applications III, 2003

2002
A Multi-Criteria Decision Aid Agent Applied to the Selection of the Best Receiver in a Transplant.
Proceedings of the ICEIS 2002, 2002

Fusion of Qualitative Preferences with Different Vocabularies.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001
A Multi-Agent System to Schedule Organ Transplant Operations.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2001

Management of Hospital Teams for Organ Transplants Using Multi-agent Systems.
Proceedings of the Artificial Intelligence Medicine, 2001

A Multi-agent System for Organ Transplant Co-ordination.
Proceedings of the Artificial Intelligence Medicine, 2001

2000
Using classification as an aggregation tool in MCDM.
Fuzzy Sets and Systems, 2000

1999
On the semantics of qualitative attributes in knowledge elicitation.
Int. J. Intell. Syst., 1999

Reaching consensus when experts use different linguistic terms.
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999


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