Vicenç Torra

Orcid: 0000-0002-0368-8037

Affiliations:
  • Umeå University, Sweden
  • Maynooth University, Ireland
  • University of Skövde, Sweden (former)
  • Spanish National Research Council (CSIC), Spain (former)
  • Rovira i Virgili University, Spain (former)
  • Polytechnic University of Catalonia, Barcelona, Spain (PhD 1994)


According to our database1, Vicenç Torra authored at least 352 papers between 1995 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2017, "For contributions to fuzzy sets, decision under uncertainty, and data privacy".

Timeline

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Bibliography

2024
Preprocessed Spectral Clustering with Higher Connectivity for Robustness in Real-World Applications.
Int. J. Comput. Intell. Syst., December, 2024

Explainable machine learning models with privacy.
Prog. Artif. Intell., March, 2024

A note on Sugeno exponential function with respect to distortion.
Appl. Math. Comput., 2024

2023
Attribute disclosure risk for k-anonymity: the case of numerical data.
Int. J. Inf. Sec., December, 2023

The transport problem for non-additive measures.
Eur. J. Oper. Res., December, 2023

Literature Review of the Recent Trends and Applications in Various Fuzzy Rule-Based Systems.
Int. J. Fuzzy Syst., September, 2023

On the definition of probabilistic metric spaces by means of fuzzy measures.
Fuzzy Sets Syst., August, 2023

A systematic construction of non-i.i.d. data sets from a single data set: non-identically distributed data.
Knowl. Inf. Syst., March, 2023

Data Protection and Multi-Database Data-Driven Models.
Future Internet, March, 2023

Data privacy: state of the art.
Trans. Data Priv., January, 2023

Scores for Hesitant Fuzzy Sets: Aggregation Functions and Generalized Integrals.
IEEE Trans. Fuzzy Syst., 2023

Special issue on data mining and data privacy.
J. Ambient Intell. Humaniz. Comput., 2023

Rounding based continuous data discretization for statistical disclosure control.
J. Ambient Intell. Humaniz. Comput., 2023

Data anonymization with imprecise rules and its performance evaluations.
J. Ambient Intell. Humaniz. Comput., 2023

Edge Local Differential Privacy for Dynamic Graphs.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2023

Data Reconstruction Attack Against Principal Component Analysis.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2023

Δ SFL: (Decoupled Server Federated Learning) to Utilize DLG Attacks in Federated Learning by Decoupling the Server.
Proceedings of the 20th International Conference on Security and Cryptography, 2023

K-Anonymous Privacy Preserving Manifold Learning.
Proceedings of the 20th International Conference on Security and Cryptography, 2023

Privacy Protection of Synthetic Smart Grid Data Simulated via Generative Adversarial Networks.
Proceedings of the 20th International Conference on Security and Cryptography, 2023

Differentially Private Graph Publishing Through Noise-Graph Addition.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2023

Logic Aggregators and Their Implementations.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2023

Joint Multiple Efficient Neighbors and Graph Learning for Multi-view Clustering.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2023

Measuring the Distance Between Machine Learning Models Using F-Space.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

Integrally Private Model Selection for Support Vector Machine.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Differentially Private Traffic Flow Prediction Using Transformers: A Federated Approach.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Integrally Private Model Selection for Deep Neural Networks.
Proceedings of the Database and Expert Systems Applications, 2023

Adding Edge Local Differential Privacy to the Dynamic Stochastic Block Model.
Proceedings of the Artificial Intelligence Research and Development, 2023

2022
Preface: Fuzziness and Uncertainty in Data Mining.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., December, 2022

Guide to Data Privacy - Models, Technologies, Solutions, 3
Undergraduate Topics in Computer Science, Springer, ISBN: 978-3-031-12836-3, 2022

How Fuzzy Concepts Contribute to Machine Learning
Studies in Fuzziness and Soft Computing 416, Springer, ISBN: 978-3-030-94065-2, 2022

PSO + FL = PAASO: particle swarm optimization + federated learning = privacy-aware agent swarm optimization.
Int. J. Inf. Sec., 2022

DFTMicroagg: a dual-level anonymization algorithm for smart grid data.
Int. J. Inf. Sec., 2022

Measure Identification for the Choquet Integral: A Python Module.
Int. J. Comput. Intell. Syst., 2022

(<i>Max</i>, ⊕)-transforms and genetic algorithms for fuzzy measure identification.
Fuzzy Sets Syst., 2022

Literature Review of various Fuzzy Rule based Systems.
CoRR, 2022

Towards Integrally Private Clustering: Overlapping Clusters for High Privacy Guarantees.
Proceedings of the Privacy in Statistical Databases - International Conference, 2022

On the Effects of Data Protection on Multi-database Data-Driven Models.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2022

Designing Distributed Chi-Fuzzy Rule based Classification System.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Towards Measuring Fairness for Local Differential Privacy.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2022

Privacy Issues in Smart Grid Data: From Energy Disaggregation to Disclosure Risk.
Proceedings of the Database and Expert Systems Applications, 2022

2021
Agents in a privacy-preserving world.
Trans. Data Priv., 2021

The space of models in machine learning: using Markov chains to model transitions.
Prog. Artif. Intell., 2021

Optimal Value Estimation of Intentional-Value-Substitution for Learning Regression Models.
J. Adv. Comput. Intell. Intell. Informatics, 2021

Properties and comparison of andness-characterized aggregators.
Int. J. Intell. Syst., 2021

Andness directedness for operators of the OWA and WOWA families.
Fuzzy Sets Syst., 2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021

Systematic Evaluation of Probabilistic k-Anonymity for Privacy Preserving Micro-data Publishing and Analysis.
Proceedings of the 18th International Conference on Security and Cryptography, 2021

Genetic Algorithms in Data Masking: Towards Privacy as a Service.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

An score index for hesitant fuzzy sets based on the Choquet integral.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Survey on Tree Aggregation.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A k-Anonymised Federated Learning Framework with Decision Trees.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2021

Dissecting Membership Inference Risk in Machine Learning.
Proceedings of the Cyberspace Safety and Security - 13th International Symposium, 2021

2020
Swapping trajectories with a sufficient sanitizer.
Pattern Recognit. Lett., 2020

Fuzzy clustering-based microaggregation to achieve probabilistic <i>k</i>-anonymity for data with constraints.
J. Intell. Fuzzy Syst., 2020

On the <i>f</i>-divergence for discrete non-additive measures.
Inf. Sci., 2020

Random dictatorship for privacy-preserving social choice.
Int. J. Inf. Sec., 2020

On the Role of Data Anonymization in Machine Learning Privacy.
Proceedings of the 19th IEEE International Conference on Trust, 2020

Team Classification with Tactical Analysis Using Fuzzy Inference in RoboCup Soccer.
Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

Explaining Recurrent Machine Learning Models: Integral Privacy Revisited.
Proceedings of the Privacy in Statistical Databases, 2020

Dynamic Features Spaces and Machine Learning: Open Problems and Synthetic Data Sets.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2020

Differentially Private Graph Publishing and Randomized Response for Collaborative Filtering.
Proceedings of the 17th International Joint Conference on e-Business and Telecommunications, 2020

2019
On network analysis using non-additive integrals: extending the game-theoretic network centrality.
Soft Comput., 2019

Maximal <i>c</i> consensus meets.
Inf. Fusion, 2019

Foreword: Tools for Decision Making under Vagueness.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

A Hierarchically ⊥-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

A note on some algebraic properties of discrete Sugeno integrals.
Fuzzy Sets Syst., 2019

Next Generation Resilient Cyber-Physical Systems.
CoRR, 2019

Integrally private model selection for decision trees.
Comput. Secur., 2019

Towards an Adaptive Defuzzification: Using Numerical Choquet Integral.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

Derivative for Discrete Choquet Integrals.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

Managing the doubt in fuzzy clustering by means of interval-valued fuzzy sets.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Graph Perturbation as Noise Graph Addition: A New Perspective for Graph Anonymization.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2019

Integral Privacy Compliant Statistics Computation.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2019

Data Privacy.
Proceedings of the Data Science in Practice, 2019

Artificial Intelligence.
Proceedings of the Data Science in Practice, 2019

Data Science: An Introduction.
Proceedings of the Data Science in Practice, 2019

Complex Data Analysis.
Proceedings of the Data Science in Practice, 2019

2018
Continuous <i>m</i>-dimensional distorted probabilities.
Inf. Fusion, 2018

Decomposition theorems and extension principles for hesitant fuzzy sets.
Inf. Fusion, 2018

Synthetic generation of spatial graphs.
Int. J. Intell. Syst., 2018

Approximating Robust Linear Regression With An Integral Privacy Guarantee.
Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018

SwapMob: Swapping Trajectories for Mobility Anonymization.
Proceedings of the Privacy in Statistical Databases, 2018

Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2018

Probabilistic Metric Spaces for Privacy by Design Machine Learning Algorithms: Modeling Database Changes.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2018

A General Algorithm for k-anonymity on Dynamic Databases.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2018

On the Analysis of Utility and Risk for Masked Data in Big Data: A Small Data Analysis.
Proceedings of the Artificial Intelligence Research and Development, 2018

2017
k-Degree anonymity and edge selection: improving data utility in large networks.
Knowl. Inf. Syst., 2017

Fuzzy microaggregation for the transparency principle.
J. Appl. Log., 2017

Entropy for non-additive measures in continuous domains.
Fuzzy Sets Syst., 2017

A survey of graph-modification techniques for privacy-preserving on networks.
Artif. Intell. Rev., 2017

Provenance and Privacy.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2017

On This Book: Clustering, Multisets, Rough Sets and Fuzzy Sets.
Proceedings of the Fuzzy Sets, Rough Sets, Multisets and Clustering, 2017

On Hesitant Fuzzy Clustering and Clustering of Hesitant Fuzzy Data.
Proceedings of the Fuzzy Sets, Rough Sets, Multisets and Clustering, 2017

On the Visualization of Discrete Non-additive Measures.
Proceedings of the Aggregation Functions in Theory and in Practice, 2017

2016
A Review of Hesitant Fuzzy Sets: Quantitative and Qualitative Extensions.
Proceedings of the Fuzzy Logic in Its 50th Year, 2016

Scala: From a Functional Programming Perspective - An Introduction to the Programming Language
Lecture Notes in Computer Science 9980, Springer, ISBN: 978-3-319-46481-7, 2016

Data Protection for Online Social Networks and P-Stability for Graphs.
IEEE Trans. Emerg. Top. Comput., 2016

Numerical integration for the Choquet integral.
Inf. Fusion, 2016

A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress.
Inf. Fusion, 2016

On a Relationship Between Fuzzy Measures and AIFS.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

A Definition for Hesitant fuzzy Partitions.
Int. J. Comput. Intell. Syst., 2016

On the f-divergence for non-additive measures.
Fuzzy Sets Syst., 2016

Improving the characterization of P-stability for applications in network privacy.
Discret. Appl. Math., 2016

Choquet integral with respect to a symmetric fuzzy measure of a function on the real line.
Ann. Oper. Res., 2016

Big Data Privacy and Anonymization.
Proceedings of the Privacy and Identity Management. Facing up to Next Steps, 2016

Partial Domain Theories for Privacy.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2016

Fuzzy, I-fuzzy, and H-fuzzy partitions to describe clusters.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Integral Privacy.
Proceedings of the Cryptology and Network Security - 15th International Conference, 2016

2015
Data Privacy: A Survey of Results.
Proceedings of the Advanced Research in Data Privacy, 2015

Advanced Research on Data Privacy in the ARES Project.
Proceedings of the Advanced Research in Data Privacy, 2015

Optimisation-Based Study of Data Privacy by Using PRAM.
Proceedings of the Advanced Research in Data Privacy, 2015

DisPA: An Intelligent Agent for Private Web Search.
Proceedings of the Advanced Research in Data Privacy, 2015

A Summary of k k -Degree Anonymous Methods for Privacy-Preserving on Networks.
Proceedings of the Advanced Research in Data Privacy, 2015

Data Privacy with R R.
Proceedings of the Advanced Research in Data Privacy, 2015

Anonymizing graphs: measuring quality for clustering.
Knowl. Inf. Syst., 2015

Supervised learning using a symmetric bilinear form for record linkage.
Inf. Fusion, 2015

Graphic sequences, distances and k-degree anonymity.
Discret. Appl. Math., 2015

Privacy by design in big data: An overview of privacy enhancing technologies in the era of big data analytics.
CoRR, 2015

Spherical microaggregation: Anonymizing sparse vector spaces.
Comput. Secur., 2015

Derivation of Priorities and Weights for Set-Valued Matrices Using the Geometric Mean Approach.
Appl. Artif. Intell., 2015

Generalization-Based k-Anonymization.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2015

On Fuzzy c -Means and Membership Based Clustering.
Proceedings of the Advances in Computational Intelligence, 2015

On the selection of m for Fuzzy c-Means.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Transparency and Disclosure Risk in Data Privacy.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

A fuzzy microaggregation algorithm using fuzzy c-means.
Proceedings of the Artificial Intelligence Research and Development, 2015

2014
Data privacy.
WIREs Data Mining Knowl. Discov., 2014

An evolutionary algorithm to enhance multivariate Post-Randomization Method (PRAM) protections.
Inf. Sci., 2014

Aggregation functions for typical hesitant fuzzy elements and the action of automorphisms.
Inf. Sci., 2014

Hesitant Fuzzy Sets: State of the Art and Future Directions.
Int. J. Intell. Syst., 2014

Hesitant Fuzzy Sets: An Emerging Tool in Decision Making.
Int. J. Intell. Syst., 2014

Approximating degree sequences with regular graphic sequences (Extended Abstract).
Electron. Notes Discret. Math., 2014

The effect of constraints on information loss and risk for clustering and modification based graph anonymization methods.
CoRR, 2014

On Distances for Cooperative Games and Non-additive Measures with Communication Situations.
Proceedings of the Rough Sets and Current Trends in Computing, 2014

JPEG-Based Microdata Protection.
Proceedings of the Privacy in Statistical Databases, 2014

Rank Swapping for Stream Data.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2014

Choquet Integral on Multisets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Comparing fuzzy measures through their Möbius transform.
Proceedings of the 17th International Conference on Information Fusion, 2014

On the derivation of weights using the geometric mean approach for set-valued matrices.
Proceedings of the Artificial Intelligence Research and Development, 2014

2013
On the protection of social networks user's information.
Knowl. Based Syst., 2013

Technologies for Decision Making and AI Applications.
Int. J. Intell. Syst., 2013

Toward a Privacy Agent for Information Retrieval.
Int. J. Intell. Syst., 2013

A formalization of re-identification in terms of compatible probabilities
CoRR, 2013

Evolutionary Algorithm for Graph Anonymization.
CoRR, 2013

Towards a private vector space model for confidential documents.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

A self-adaptive classification for the dissociating privacy agent.
Proceedings of the Eleventh Annual International Conference on Privacy, Security and Trust, 2013

Analyzing the Impact of Edge Modifications on Networks.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

Hellinger distance for fuzzy measures.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Dynamic Anonymous Index for Confidential Data.
Proceedings of the Data Privacy Management and Autonomous Spontaneous Security, 2013

Vector Space Model Anonymization.
Proceedings of the Artificial Intelligence Research and Development, 2013

Aggregation Operators.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2, 2013

An algorithm for <i>k</i>-degree anonymity on large networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Exponential Family of Level Dependent Choquet Integral Based Class-Conditional Probability Functions.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

2012
An Extension of Fuzzy Measures to Multisets and Its Relation to Distorted Probabilities.
IEEE Trans. Fuzzy Syst., 2012

Reidentification and k-anonymity: a model for disclosure risk in graphs.
Soft Comput., 2012

On a comparison between Mahalanobis distance and Choquet integral: The Choquet-Mahalanobis operator.
Inf. Sci., 2012

User k-anonymity for privacy preserving data mining of query logs.
Inf. Process. Manag., 2012

Information fusion in data privacy: A survey.
Inf. Fusion, 2012

Information fusion in the context of data privacy.
Inf. Fusion, 2012

Improving record linkage with supervised learning for disclosure risk assessment.
Inf. Fusion, 2012

A Formalization of Record Linkage and its Application to Data Protection.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2012

Multiple Releases of k-Anonymous Data Sets and k-Anonymous Relational Databases.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2012

Guest Editors' Introduction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2012

Reidentification for Measuring Disclosure Risk.
ERCIM News, 2012

Choquet integral for record linkage.
Ann. Oper. Res., 2012

Clustering-Based Categorical Data Protection.
Proceedings of the Privacy in Statistical Databases, 2012

Heuristic Supervised Approach for Record Linkage.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012

Comparing Random-Based and k-Anonymity-Based Algorithms for Graph Anonymization.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012

On the relationship between clustering and coding theory.
Proceedings of the FUZZ-IEEE 2012, 2012

n-confusion: a generalization of k-anonymity.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

An evolutionary optimization approach for categorical data protection.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

On the Protection of Social Network-Extracted Categorical Microdata.
Proceedings of the Citizen in Sensor Networks - First International Workshop, 2012

Towards the formalization of re-identification for some data masking methods.
Proceedings of the Artificial Intelligence Research and Development, 2012

2011
The WOWA Operator: A Review.
Proceedings of the Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice, 2011

Erratum to: A definition for I-fuzzy partitions.
Soft Comput., 2011

A definition for I-fuzzy partitions.
Soft Comput., 2011

An evolutionary approach to enhance data privacy.
Soft Comput., 2011

A bibliometric index based on the collaboration distance between cited and citing authors.
J. Informetrics, 2011

Flexible secure inter-domain interoperability through attribute conversion.
Inf. Sci., 2011

Guest Editors' Introduction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Data Privacy for Simply Anonymized Social Network Logs Represented as Graphs - Considerations for Graph alteration Operations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Computationally intensive parameter selection for clustering algorithms: The case of fuzzy <i>c</i>-means with tolerance.
Int. J. Intell. Syst., 2011

On distorted probabilities and m-separable fuzzy measures.
Int. J. Approx. Reason., 2011

A Comparison of Two Different Types of Online Social Network from a Data Privacy Perspective.
Proceedings of the Modeling Decision for Artificial Intelligence, 2011

Fuzzy Measures and Comonotonicity on Multisets.
Proceedings of the Modeling Decision for Artificial Intelligence, 2011

On the Declassification of Confidential Documents.
Proceedings of the Modeling Decision for Artificial Intelligence, 2011

On some clustering approaches for graphs.
Proceedings of the FUZZ-IEEE 2011, 2011

Trajectory anonymization from a time series perspective.
Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy methods for database protection.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

An Evaluation Framework for Location Privacy.
Proceedings of the Artificial Intelligence Research and Development, 2011

2010
Aggregation Operators for Evaluating Alternatives.
Proceedings of the Fuzzy Optimization - Recent Advances and Applications, 2010

Information Fusion - Methods and Aggregation Operators.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Privacy in Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Some relationships between Losonczi's based OWA generalizations and the Choquet-Stieltjes integral.
Soft Comput., 2010

Soft Computing in decision modeling.
Soft Comput., 2010

Container loading for nonorthogonal objects: an approximation using local search and simulated annealing.
Soft Comput., 2010

Privacy-preserving data-mining through micro-aggregation for web-based e-commerce.
Internet Res., 2010

Information Loss for Synthetic Data through Fuzzy Clustering.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010

Element selection for intuitionistic fuzzy sets.
Int. J. Knowl. Eng. Soft Data Paradigms, 2010

Hesitant fuzzy sets.
Int. J. Intell. Syst., 2010

Classifying data from protected statistical datasets.
Comput. Secur., 2010

PRAM Optimization Using an Evolutionary Algorithm.
Proceedings of the Privacy in Statistical Databases, 2010

Semantic Microaggregation for the Anonymization of Query Logs.
Proceedings of the Privacy in Statistical Databases, 2010

Edit Constraints on Microaggregation and Additive Noise.
Proceedings of the Privacy and Security Issues in Data Mining and Machine Learning, 2010

Using Classification Methods to Evaluate Attribute Disclosure Risk.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

A Bibliometric Index Based on Collaboration Distances.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

Towards Semantic Microaggregation of Categorical Data for Confidential Documents.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

On the Applications of Aggregation Operators in Data Privacy.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

Choquet Integral on Locally Compact Space: A Survey.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

On the Selection of Parameter <i>m</i> in Fuzzy <i>c</i>-Means: A Computational Approach.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

I-Fuzzy Partitions for Representing Clustering Uncertainties.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Particle Swarm Optimization for Container Loading of Nonorthogonal Objects.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

Towards Privacy Preserving Information Retrieval through Semantic Microaggregation.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

Possibilistic reasoning for trust-based access control enforcement in social networks.
Proceedings of the FUZZ-IEEE 2010, 2010

Evaluation of information loss for privacy preserving data mining through comparison of fuzzy partitions.
Proceedings of the FUZZ-IEEE 2010, 2010

Towards Knowledge Intensive Data Privacy.
Proceedings of the Data Privacy Management and Autonomous Spontaneous Security, 2010

Applying I-Fuzzy Partitions to Represent Sets of Fuzzy Partitions.
Proceedings of the Artificial Intelligence Research and Development, 2010

Learning Aggregation Operators for Preference Modeling.
Proceedings of the Preference Learning., 2010

2009
Aggregation Operators and Soft Computing.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Analysis of the Univariate Microaggregation Disclosure Risk.
New Gener. Comput., 2009

On the Comparison of Some Fuzzy Clustering Methods for Privacy Preserving Data Mining: Towards the Development of Specific Information Loss Measures.
Kybernetika, 2009

Towards the evaluation of time series protection methods.
Inf. Sci., 2009

On the WOWA operator and its interpolation function.
Int. J. Intell. Syst., 2009

Multidimensional generalized fuzzy integral.
Fuzzy Sets Syst., 2009

Tree-Based Microaggregation for the Anonymization of Search Logs.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

On hesitant fuzzy sets and decision.
Proceedings of the FUZZ-IEEE 2009, 2009

Generation of synthetic data by means of fuzzy c-Regression.
Proceedings of the FUZZ-IEEE 2009, 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

Continuous OWA Operator and its Calculation.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Distributed Privacy-Preserving Methods for Statistical Disclosure Control.
Proceedings of the Data Privacy Management and Autonomous Spontaneous Security, 2009

Computing Reputation for Collaborative Private Networks.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

A new framework to automate constrained microaggregation.
Proceedings of the Proceeding of the ACM First International Workshop on Privacy and Anonymity for Very Large Databases, 2009

Generation of Prototypes for Masking Sequences of Events.
Proceedings of the The Forth International Conference on Availability, 2009

Rank Swapping for Partial Orders and Continuous Variables.
Proceedings of the The Forth International Conference on Availability, 2009

Utility and Risk of JPEG-Based Continuous Microdata Protection Methods.
Proceedings of the The Forth International Conference on Availability, 2009

2008
On the Construction of Models Based on Fuzzy Measures and Integrals.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

The h-Index and the Number of Citations: Two Fuzzy Integrals.
IEEE Trans. Fuzzy Syst., 2008

Editorial.
Trans. Data Priv., 2008

Constrained Microaggregation: Adding Constraints for Data Editing.
Trans. Data Priv., 2008

Editorial.
J. Adv. Comput. Intell. Intell. Informatics, 2008

Container Loading for Nonorthogonal Objects: Detecting Collisions.
J. Adv. Comput. Intell. Intell. Informatics, 2008

Guest Editors' Introduction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

How to Group Attributes in Multivariate Microaggregation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

On the Comparison of Generic Information Loss Measures and Cluster-Specific Ones.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

Editorial: Modeling decisions for artificial intelligence.
Int. J. Intell. Syst., 2008

Record linkage for database integration using fuzzy integrals.
Int. J. Intell. Syst., 2008

Measuring simultaneous belongingness for sets of objects.
Int. J. Intell. Syst., 2008

Word Similarity From Dictionaries: Inferring Fuzzy Measures From Fuzzy Graphs.
Int. J. Comput. Intell. Syst., 2008

On the disclosure risk of multivariate microaggregation.
Data Knowl. Eng., 2008

Rethinking rank swapping to decrease disclosure risk.
Data Knowl. Eng., 2008

Towards a More Realistic Disclosure Risk Assessment.
Proceedings of the Privacy in Statistical Databases, 2008

Choquet Stieltjes Integral, Losonczi's Means and OWA Operators.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2008

On the Evaluation of Record Linkage: A Proposal using Fuzzy Clustering.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

On intuitionistic fuzzy clustering for its application to privacy.
Proceedings of the FUZZ-IEEE 2008, 2008

Domain extension for multidimensional generalized fuzzy integrals.
Proceedings of the FUZZ-IEEE 2008, 2008

Attribute selection in multivariate microaggregation.
Proceedings of the 2008 International Workshop on Privacy and Anonymity in Information Society, 2008

Effects of orness and dispersion on WOWA sensitivity.
Proceedings of the Artificial Intelligence Research and Development, 2008

Cluster-Specific Information Loss Measures in Data Privacy: A Review.
Proceedings of the The Third International Conference on Availability, 2008

A Critique of k-Anonymity and Some of Its Enhancements.
Proceedings of the The Third International Conference on Availability, 2008

2007
A View of Averaging Aggregation Operators.
IEEE Trans. Fuzzy Syst., 2007

Fuzzy measures and integrals in evaluation of strategies.
Inf. Sci., 2007

Aggregation operators.
Int. J. Approx. Reason., 2007

Advances in smart cards.
Comput. Networks, 2007

A Multicriteria Fuzzy System Using Residuated Implication Operators and Fuzzy Arithmetic.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Multidimensional Fuzzy Integrals.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Modeling decisions - information fusion and aggregation operators.
Springer, 2007

2006
Image clustering for the exploration of video sequences.
J. Assoc. Inf. Sci. Technol., 2006

Regression for ordinal variables without underlying continuous variables.
Inf. Sci., 2006

Editorial.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006

The interpretation of fuzzy integrals and their application to fuzzy systems.
Int. J. Approx. Reason., 2006

Aggregation operators and decision modeling.
Int. J. Approx. Reason., 2006

Generalized transformed t-conorm integral and multifold integral.
Fuzzy Sets Syst., 2006

Modeling Decision for Artificial Intelligence (MDAI 2006).
AI Mag., 2006

Extending Microaggregation Procedures for Time Series Protection.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Using Mahalanobis Distance-Based Record Linkage for Disclosure Risk Assessment.
Proceedings of the Privacy in Statistical Databases, 2006

Distance Based Re-identification for Time Series, Analysis of Distances.
Proceedings of the Privacy in Statistical Databases, 2006

On the Use of Variable-Size Fuzzy Clustering for Classification.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

New Approach to the Re-identification Problem Using Neural Networks.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Non-monotonic Fuzzy Measures and Intuitionistic Fuzzy Sets.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Establishing a benchmark for re-identification methods and its validation using fuzzy clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Fuzzy Measure and Probability Distributions: Distorted Probabilities.
IEEE Trans. Fuzzy Syst., 2005

Exploration of textual document archives using a fuzzy hierarchical clustering algorithm in the GAMBAL system.
Inf. Process. Manag., 2005

Graphical Interpretation of the Twofold Integral and its Generalization.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2005

On the meta-knowledge choquet integral and related models.
Int. J. Intell. Syst., 2005

Aggregation operators and models.
Fuzzy Sets Syst., 2005

Ordinal, Continuous and Heterogeneous <i>k</i>-Anonymity Through Microaggregation.
Data Min. Knowl. Discov., 2005

Privacy in Data Mining.
Data Min. Knowl. Discov., 2005

Modeling Decisions for Artificial Intelligence: Theory, Tools and Applications.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

Fuzzy c-means for Fuzzy Hierarchical Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Using graph-based fuzzy measures for measuring the similarity between words.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Towards the use of OWA operators for record linkage.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Empirical Analysis of Database Privacy Using Twofold Integrals.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

On the consistency of a Fuzzy C-Means algorithm for multisets.
Proceedings of the Artificial Intelligence Research and Development, 2005

Information Fusion - Methods and Aggregation Operators.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004
On Learning Similarity Relations in Fuzzy Case-Based Reasoning.
Trans. Rough Sets, 2004

OWA operators in data modeling and reidentification.
IEEE Trans. Fuzzy Syst., 2004

Selecting Potentially Relevant Records Using Re-identification Methods.
New Gener. Comput., 2004

Twofold integral and multi-step Choquet integral.
Kybernetika, 2004

Evaluating Fuzzy Clustering Algorithms for Microdata Protection.
Proceedings of the Privacy in Statistical Databases: CASC Project International Workshop, 2004

Microaggregation for Categorical Variables: A Median Based Approach.
Proceedings of the Privacy in Statistical Databases: CASC Project International Workshop, 2004

On the Interpretation of Some Fuzzy Integrals.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Object Positioning Based on Partial Preferences.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Fuzzy Measures and Integrals for Evaluating Strategies.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Fuzzy Measures and Choquet Integral on Discrete Spaces.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004


2003
Disclosure risk assessment in statistical microdata protection via advanced record linkage.
Stat. Comput., 2003

Fuzzy Microaggregation for Microdata Protection.
J. Adv. Comput. Intell. Intell. Informatics, 2003

On the connections between statistical disclosure control for microdata and some artificial intelligence tools.
Inf. Sci., 2003

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

Median-based aggregation operators for prototype construction in ordinal scales.
Int. J. Intell. Syst., 2003

A multi-agent system approach for monitoring the prescription of restricted use antibiotics.
Artif. Intell. Medicine, 2003

Fuzzy clustering for indexing in the GAMBAL information retrieval system.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Generalization of the twofold integral and its interpretation.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

On a modeling of decision making with a twofold integral.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
Learning weights for the quasi-weighted means.
IEEE Trans. Fuzzy Syst., 2002

Hierarchical Spherical Clustering.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002

Editorial: Trends in Aggregation and Security Assessment for Inference Control in Statistical Databases.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002

A Critique of the Sensitivity Rules Usually Employed for Statistical Table Protection.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002

A review of the construction of hierarchical fuzzy systems.
Int. J. Intell. Syst., 2002

Special issue on hierarchical fuzzy systems.
Int. J. Intell. Syst., 2002

Information-Theoretic Disclosure Risk Measures in Statistical Disclosure Control of Tabular Data.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

Post-Masking Optimization of the Tradeoff between Information Loss and Disclosure Risk in Masked Microdata Sets.
Proceedings of the Inference Control in Statistical Databases, From Theory to Practice, 2002

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

Validating Distance-Based Record Linkage with Probabilistic Record Linkage.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001
Fuzzy configuration of matching runtime implementation strategies.
Soft Comput., 2001

Extending Choquet Integrals for Aggregation of Ordinal Values.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001

Aggregation of linguistic labels when semantics is based on antonyms.
Int. J. Intell. Syst., 2001

A comparison of active set method and genetic algorithm approaches for learning weighting vectors in some aggregation operators.
Int. J. Intell. Syst., 2001

Author's reply.
Fuzzy Sets Syst., 2001

Fuzzy Knowledge Based Systems and Chance Discovery.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

On Some Extensions for S-decomposable Fuzzy Measures.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Applying aggregation operators to data mining: modelling using quasi-weighted means.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
On aggregation operators for ordinal qualitative information.
IEEE Trans. Fuzzy Syst., 2000

Introduction: The first Catalan conference on artificial intelligence.
Int. J. Intell. Syst., 2000

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

The WOWA operator and the interpolation function W*: Chen and Otto's interpolation method revisited.
Fuzzy Sets Syst., 2000

Knowledge-based validation: Synthesis of diagnoses through synthesis of relations.
Fuzzy Sets Syst., 2000

Towards the Re-identification of Individuals in Data Files with Non-common Variables.
Proceedings of the ECAI 2000, 2000

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

On some relationships between hierarchies of quasiarithmetic means and neural networks.
Int. J. Intell. Syst., 1999

On hierarchically <i>S</i>-decomposable fuzzy measures.
Int. J. Intell. Syst., 1999

Interpreting membership functions: A constructive approach.
Int. J. Approx. Reason., 1999

A multi-stage system in compilation environments.
Fuzzy Sets Syst., 1999

Hierarchical Fuzzy Configuration of Implementation Strategies.
Proceedings of the 1999 ACM Symposium on Applied Computing, 1999

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

Classifying qualitative information using centroid based methods.
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999

1998
On Considering Constraints of Different Importance in Fuzzy Constraint Satisfaction Problems.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998

1997
The weighted OWA operator.
Int. J. Intell. Syst., 1997

Synthesis of fuzzy relations for knowledge based systems validation.
Fuzzy Sets Syst., 1997

1996
Negation functions based semantics for ordered linguistic labels.
Int. J. Intell. Syst., 1996

1995
Towards an automatic consensus generator tool: EGAC.
IEEE Trans. Syst. Man Cybern., 1995

A new combination function in evidence theory.
Int. J. Intell. Syst., 1995

Combining fuzzy sets: The geometric consensus function family.
Fuzzy Sets Syst., 1995


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