Vicenc Torra

Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comande, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti et al.

Transactions on Data Privacy

2020. Article. Open Access

Swapping trajectories with a sufficient sanitizer

Julián Salas, David Megías, Vicenç Torra, Marina Toger, Joel Dahne, Raazesh Sainudiin

Pattern Recognition Letters

2020. Article. https://doi.org/10.1016/j.patrec.2020.02.011 Open Access

Differentially Private Graph Publishing and Randomized Response for Collaborative Filtering

Julian Salas, Vicenç Torra

Proceedings of the 17th International Joint Conference on e-Business and Telecommunications: Volume 3: SECRYPT

2020. Conference paper. https://doi.org/10.5220/0009833804150422

On the role of data anonymization in machine learning privacy

Navoda Senavirathne, Vicenç Torra

Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020

2020. Conference paper. https://doi.org/10.1109/TrustCom50675.2020.00093

Fuzzy clustering-based microaggregation to achieve probabilistic k-anonymity for data with constraints

Vicenç Torra

Journal of Intelligent & Fuzzy Systems

2020. Article. https://doi.org/10.3233/JIFS-189074 Open Access

Random dictatorship for privacy-preserving social choice

Vicenç Torra

International Journal of Information Security

2020. Article. https://doi.org/10.1007/s10207-019-00474-7 Open Access

Explaining Recurrent Machine Learning Models: Integral Privacy Revisited

Vicenç Torra, Guillermo Navarro-Arribas, Edgar Galván

Privacy in Statistical Databases: UNESCO Chair in Data Privacy, International Conference, PSD 2020, Tarragona, Spain, September 23–25, 2020, Proceedings

2020. Conference paper. https://doi.org/10.1007/978-3-030-57521-2_5 Open Access

Complex Data Analysis

Juhee Bae, Alexander Karlsson, Jonas Mellin, Niclas Ståhl, Vicenç Torra

Data science in Practice

2019. Chapter in book. https://doi.org/10.1007/978-3-319-97556-6_9

A note on some algebraic properties of discrete Sugeno integrals

Radomir Halas, Radko Mesiar, Jozef Pocs, Vicenç Torra

Fuzzy sets and systems (Print)

2019. Article. https://doi.org/10.1016/j.fss.2018.01.009

Data Science: An Introduction

Alan Said, Vicenç Torra

Data Science in Practice

2019. Chapter in book. https://doi.org/10.1007/978-3-319-97556-6_1

Integral Privacy Compliant Statistics Computation

Navoda Senavirathne, Vicenç Torra

Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2019 International Workshops, DPM 2019 and CBT 2019, Luxembourg, September 26–27, 2019, Proceedings

2019. Conference paper. https://doi.org/10.1007/978-3-030-31500-9_2 Open Access

Integrally private model selection for decision trees

Navoda Senavirathne, Vicenç Torra

Computers & security (Print)

2019. Article. https://doi.org/10.1016/j.cose.2019.01.006 Open Access

Rounding based continuous data discretization for statistical disclosure control

Navoda Senavirathne, Vicenç Torra

Journal of Ambient Intelligence and Humanized Computing

2019. Article. https://doi.org/10.1007/s12652-019-01489-7 Open Access

Artificial Intelligence

Vicenç Torra, Alexander Karlsson, H. Joe Steinhauer, Stefan Berglund

Data Science in Practice

2019. Chapter in book. https://doi.org/10.1007/978-3-319-97556-6_2

On network analysis using non-additive integrals: extending the game-theoretic network centrality

Vicenç Torra, Yasuo Narukawa

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2019. Article. https://doi.org/10.1007/s00500-018-03710-9 Open Access

Data privacy

Vicenç Torra, Guillermo Navarro-Arribas, Klara Stokes

Data science in Practice

2019. Chapter in book. https://doi.org/10.1007/978-3-319-97556-6_7

Graph Perturbation as Noise Graph Addition: A New Perspective for Graph Anonymization

Vicenç Torra, Julián Salas

Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2019 International Workshops, DPM 2019 and CBT 2019, Luxembourg, September 26–27, 2019, Proceedings

2019. Conference paper. https://doi.org/10.1007/978-3-030-31500-9_8 Open Access

Maximal c consensus meets

Vicenç Torra, Navoda Senavirathne

Information Fusion

2019. Article. https://doi.org/10.1016/j.inffus.2018.09.011

Decomposition theorems and extension principles for hesitant fuzzy sets

Jose Carlos R. Alcantud, Vicenç Torra

Information Fusion

2018. Article. https://doi.org/10.1016/j.inffus.2017.08.005

On the Visualization of Discrete Non-additive Measures

Juhee Bae, Elio Ventocilla, Maria Riveiro, Vicenç Torra

Aggregation Functions in Theory and in Practice AGOP 2017

2018. Conference paper. https://doi.org/10.1007/978-3-319-59306-7_21

Absolute and relative preferences in AHP-like matrices

David Koloseni, Tove Helldin, Vicenç Torra

Data Science and Knowledge Engineering for Sensing Decision Support: Proceedings of the 13th International FLINS Conference (FLINS 2018)

2018. Conference paper. https://doi.org/10.1142/9789813273238_0035

SwapMob: Swapping trajectories for mobility anonymization

Julián Salas, David Megías, Vicenç Torra

Privacy in Statistical Databases: UNESCO Chair in Data Privacy, International Conference, PSD 2018, Valencia, Spain, September 26–28, 2018, Proceedings

2018. Conference paper. https://doi.org/10.1007/978-3-319-99771-1_22 Open Access

A General Algorithm for k-anonymity on Dynamic Databases

Julian Salas, Vicenç Torra

Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2018 International Workshops, DPM 2018 and CBT 2018, Barcelona, Spain, September 6-7, 2018, Proceedings

2018. Conference paper. https://doi.org/10.1007/978-3-030-00305-0_28 Open Access

Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models

Emran Saleh, Aida Valls, Antonio Moreno, Pedro Romero-Aroca, Vicenç Torra, Humberto Bustince

Modeling Decisions for Artificial Intelligence: 15th International Conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018, Proceedings

2018. Conference paper. https://doi.org/10.1007/978-3-030-00202-2_10

Approximating Robust Linear Regression With An Integral Privacy Guarantee

Navoda Senavirathne, Vicenç Torra

2018 16th Annual Conference on Privacy, Security and Trust (PST)

2018. Conference paper. https://doi.org/10.1109/PST.2018.8514161

On the Analysis of Utility and Risk for Masked Data in Big Data: A Small Data Analysis

Vicenc Torra

Frontiers in Artificial Intelligence and Applications: Artificial Intelligence Research and Development

2018. Conference paper. https://doi.org/10.3233/978-1-61499-918-8-200

Continuous m-dimensional distorted probabilities

Vicenç Torra, Montserrat Guillen, Miguel Santolino

Information Fusion

2018. Article. https://doi.org/10.1016/j.inffus.2017.12.004

Synthetic generation of spatial graphs

Vicenç Torra, Annie Jonsson, Guillermo Navarro‐Arribas, Julián Salas

International Journal of Intelligent Systems

2018. Article. https://doi.org/10.1002/int.22034 Open Access

Probabilistic Metric Spaces for Privacy by Design Machine Learning Algorithms: Modeling Database Changes

Vicenç Torra, Guillermo Navarro-Arribas

Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2018 International Workshops, DPM 2018 and CBT 2018, Barcelona, Spain, September 6-7, 2018, Proceedings

2018. Conference paper. https://doi.org/10.1007/978-3-030-00305-0_30 Open Access

On Hesitant Fuzzy Clustering and Clustering of Hesitant Fuzzy Data

Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami

Fuzzy sets, rough sets, multisets and clustering: Part I

2017. Chapter in book. https://doi.org/10.1007/978-3-319-47557-8_10

k-Degree Anonymity And Edge Selection: Improving Data Utility In Large Networks

Jordi Casas-Roma, Jordi Herrera-Joancomarti, Vicenç Torra

Knowledge and Information Systems

2017. Article. https://doi.org/10.1007/s10115-016-0947-7

A survey of graph-modification techniques for privacy-preserving on networks

Jordi Casas-Roma, Jordi Herrera-Joancomartí, Vicenç Torra

Artificial Intelligence Review

2017. Article. https://doi.org/10.1007/s10462-016-9484-8

Data Privacy: Foundations, New Developments and the Big Data Challenge

Vicenç Torra

2017. Book. https://doi.org/10.1007/978-3-319-57358-8

Entropy for non-additive measures in continuous domains

Vicenç Torra

Fuzzy sets and systems (Print)

2017. Article. https://doi.org/10.1016/j.fss.2016.10.001

Fuzzy microaggregation for the transparency principle

Vicenç Torra

Journal of Applied Logic

2017. Article. https://doi.org/10.1016/j.jal.2016.11.007

On this book: Clustering, multisets, rough sets and fuzzy sets

Vicenç Torra, Yasuo Narukawa, Anders Dahlbom

Fuzzy sets, rough sets, multisets and clustering

2017. Chapter in book. https://doi.org/10.1007/978-3-319-47557-8_1

Provenance and Privacy

Vicenç Torra, Guillermo Navarro-Arribas, David Sanchez-Charles, Victor Muntes-Mulero

Modeling Decisions for Artificial Intelligence: 14th International Conference, MDAI 2017 Kitakyushu, Japan, October 18–20, 2017 Proceedings

2017. Conference paper. https://doi.org/10.1007/978-3-319-67422-3_1

A definition for hesitant fuzzy partitions

Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami, Mahdi Eftekhari

International Journal of Computational Intelligence Systems

2016. Article. https://doi.org/10.1080/18756891.2016.1175814 Open Access

Partial Domain Theories for Privacy

Eva Armengol, Vicenç Torra

Modeling Decisions for Artificial Intelligence: 13th International Conference, MDAI 2016 Sant Julià de Lòria, Andorra, September 19–21, 2016, Proceedings

2016. Conference paper. https://doi.org/10.1007/978-3-319-45656-0_18

An application of Hesitant Fuzzy Sets to Elect an Efficient Cluster Head in Ad Hoc Networks

Marjan Kuchaki Rafsanjani, Laya Aliahmadipour, Vicenç Torra

ICMF 2016: International Conference on Mathematics of Fuzziness, Apr 27, 2016 - Apr 29, 2016, Zanjan - Iran

2016. Conference paper.

Data Privacy Management and Security Assurance: 11th International Workshop, DPM 2016 and 5th International Workshop, QASA 2016, Heraklion, Crete, Greece, September 26-27, 2016, Proceedings

Giovanni Livraga, Vicenç Torra, Alessandro Aldini, Fabio Martinelli, Neeraj Suri

2016. Editor (conference proceedings). https://doi.org/10.1007/978-3-319-47072-6

A Position and Perspective Analysis of Hesitant Fuzzy Sets on Information Fusion in Decision Making: Towards High Quality Progress

R. M. Rodríguez, B. Bedregal, H. Bustince, Y. C. Dong, B. Farhadinia, C. Kahraman, L. Martínez, Vicenç Torra, Y. J. Xu, Z. S. Xu, F. Herrera

Information Fusion

2016. Article. https://doi.org/10.1016/j.inffus.2015.11.004

A Review of Hesitant Fuzzy Sets: Quantitative and Qualitative Extensions

Rosa M. Rodríguez, Luis Martínez, Francisco Herrera, Vicenç Torra

Fuzzy Logic in Its 50th Year: New Developments, Directions and Challenges

2016. Chapter in book. https://doi.org/10.1007/978-3-319-31093-0_5

Improving the characterization of P-stability for applications in network privacy

Julian Salas, Vicenç Torra

Discrete Applied Mathematics

2016. Article. https://doi.org/10.1016/j.dam.2016.01.025

Choquet integral: distributions and decisions

Vicenç Torra

83rd meeting of the European Working Group on Multicriteria Decision Aiding!

2016. Conference paper, oral presentation with abstract.

Scala: from a functional programming perspective: An Introduction to the Programming Language

Vicenç Torra

2016. Book. https://doi.org/10.1007/978-3-319-46481-7

Fuzzy, I-fuzzy, and H-fuzzy partitions to describe clusters

Vicenç Torra, Laya Aliahmadipour, Anders Dahlbom

Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

2016. Conference paper. https://doi.org/10.1109/FUZZ-IEEE.2016.7737731

Numerical integration for the Choquet integral

Vicenç Torra, Yasuo Narukawa

Information Fusion

2016. Article. https://doi.org/10.1016/j.inffus.2016.02.007

Modeling Decisions for Artificial Intelligence: 13th International Conference, MDAI 2016Sant Juliàde Lòria, Andorra, September 19–21, 2016: Proceedings

Vicenç Torra, Yasuo Narukawa, Guillermo Navarro-Arribas, Cristina Yañez

2016. Editor (conference proceedings). https://doi.org/10.1007/978-3-319-45656-0

On the f-divergence for non-additive measures

Vicenç Torra, Yasuo Narukawa, Michio Sugeno

Fuzzy sets and systems (Print)

2016. Article. https://doi.org/10.1016/j.fss.2015.07.006

On a Relationship Between Fuzzy Measures and AIFS

Vicenç Torra, Yasuo Narukawa, Ronald R. Yager

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

2016. Article. https://doi.org/10.1142/S0218488516500380

Big Data Privacy and Anonymization

Vicenç Torra, Guillermo Navarro-Arribas

Privacy and Identity Management. Facing up to Next Steps: 11th IFIP WG 9.2, 9.5, 9.6/11.7, 11.4, 11.6/SIG 9.2.2 International Summer School, Karlstad, Sweden, August 21-26, 2016, Revised Selected Papers

2016. Chapter in book. https://doi.org/10.1007/978-3-319-55783-0_2 Open Access

Integral privacy

Vicenç Torra, Guillermo Navarro-Arribas

Cryptology and Network Security: 15th International Conference, CANS 2016 Milan, Italy, November 14–16, 2016 Proceedings

2016. Conference paper. https://doi.org/10.1007/978-3-319-48965-0_44

An Overview of the Use of Clustering for Data Privacy

Vicenç Torra, Guillermo Navarro-Arribas, Klara Stokes

Unsupervised Learning Algorithms

2016. Chapter in book. https://doi.org/10.1007/978-3-319-24211-8_10

Data Protection for Online Social Networks and P-Stability for Graphs

Vicenç Torra, Termeh Shafie, Julián Salas

IEEE Transactions on Emerging Topics in Computing

2016. Article. https://doi.org/10.1109/TETC.2015.2433923

Spherical Microaggregation: Anonymizing Sparse Vector Spaces

Daniel Abril, Guillermo Navarro-Arribas, Vicenç Torra

Computers & security (Print)

2015. Article. https://doi.org/10.1016/j.cose.2014.11.005

Supervised Learning Using a Symmetric Bilinear Form for Record Linkage

Daniel Abril, Vicenç Torra, Guillermo Navarro-Arribas

Information Fusion

2015. Article. https://doi.org/10.1016/j.inffus.2014.11.004

Generalization-Based k-Anonymization

Eva Armengol, Vicenç Torra

Modeling Decisions for Artificial Intelligence: 12th International Conference, MDAI 2015, Skövde, Sweden, September 21–23, 2015: Proceedings

2015. Conference paper. https://doi.org/10.1007/978-3-319-23240-9_17

2015 Thirteenth Annual Conference on Privacy, Security and Trust

Ali Ghorbani, Vincenç Torra, Hüseyin Hişil, Ali Miri, Ahmet Koltuksuz, Jie Zhang, Murat Sensoy, Joaquín García-Alfaro, Ibrahim Zincir

2015. Editor (conference proceedings).

New results on hesitant fuzzy sets: score functions

Yasuo Narukawa, Vicenç Torra

The 12th International Conference on Modeling Decisions for Artificial Intelligence: CD-ROM Proceedings

2015. Conference paper.

Graphic sequences, distances and k-degree anonymity

Julián Salas, Vicenç Torra

Discrete Applied Mathematics

2015. Article. https://doi.org/10.1016/j.dam.2015.03.005

A fuzzy microaggregation algorithm using fuzzy c-means

Vicenç Torra

Artificial Intelligence Research and Development

2015. Conference paper. https://doi.org/10.3233/978-1-61499-578-4-214

Derivation of Priorities and Weights for Set-Valued Matrices Using the Geometric Mean Approach

Vicenç Torra

Applied Artificial Intelligence

2015. Article. https://doi.org/10.1080/08839514.2015.1026662

On fuzzy c-means and membership based clustering

Vicenç Torra

Advances in Computational Intelligence: 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015: Proceedings, Part I

2015. Conference paper. https://doi.org/10.1007/978-3-319-19258-1_49

On the selection of m for Fuzzy c-Means

Vicenç Torra

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

2015. Conference paper. https://doi.org/10.2991/ifsa-eusflat-15.2015.224 Open Access

Some properties of Choquet integral based probability functions

Vicenc Torra

Acta et Commentationes Universitatis Tartuensis de Mathematica

2015. Article. https://doi.org/10.12697/ACUTM.2015.19.04 Open Access

Transparency and Disclosure Risk in Data Privacy

Vicenc Torra

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT)