2025
Differentially private Choquet integral: extending mean, median, and order statistics.
Int. J. Inf. Sec., February, 2025
Efficient federated unlearning under plausible deniability.
Mach. Learn., January, 2025
2024
Preprocessed Spectral Clustering with Higher Connectivity for Robustness in Real-World Applications.
Int. J. Comput. Intell. Syst., December, 2024
$\Upsilon$-Values: Power Indices à La Orness for Nonadditive Measures.
IEEE Trans. Fuzzy Syst., July, 2024
Explainable machine learning models with privacy.
Prog. Artif. Intell., March, 2024
Computation of Choquet integrals: Analytical approach for continuous functions.
Inf. Sci., 2024
Energy disaggregation risk resilience through microaggregation and discrete Fourier transform.
Inf. Sci., 2024
Privacy in manifolds: Combining k-anonymity with differential privacy on Fréchet means.
Comput. Secur., 2024
A note on Sugeno exponential function with respect to distortion.
Appl. Math. Comput., 2024
Explainability and Privacy-Preserving Data-Driven Models.
Proceedings of the 21st International Conference on Security and Cryptography, 2024
Can Synthetic Data Preserve Manifold Properties?
Proceedings of the ICT Systems Security and Privacy Protection, 2024
Attribute Disclosure Risk in Smart Meter Data.
Proceedings of the Privacy in Statistical Databases - International Conference, 2024
DISCOLEAF: Personalized DIScretization of COntinuous Attributes for LEArning with Federated Decision Trees.
Proceedings of the Privacy in Statistical Databases - International Conference, 2024
The Past and Future of Fuzzy Measures and Fuzzy Integrals - -In Memory of Prof. Michio Sugeno.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2024
Task-Specific Knowledge Distillation with Differential Privacy in LLMs.
Proceedings of the Computer Security - ESORICS 2024, 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
Empirical Evaluation of Synthetic Data Created by Generative Models via Attribute Inference Attack.
Proceedings of the Privacy and Identity Management. Sharing in a Digital World, 2023
Concept Drift Detection Using Ensemble of Integrally Private Models.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 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.
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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
Proceedings of the Data Science in Practice, 2019
Proceedings of the Data Science in Practice, 2019
Data Science: An Introduction.
Proceedings of the Data Science in Practice, 2019
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
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.
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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
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
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
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
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
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
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
Constrained Microaggregation: Adding Constraints for Data Editing.
Trans. Data Priv., 2008
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
Int. J. Approx. Reason., 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
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
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
Data Mining: The Next Generation.
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Proceedings of the Perspectives Workshop: Data Mining: The Next Generation, 11.07., 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
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