Vicenç Torra

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 109

Top Venues

Publications

Vicenç Torra
$\Upsilon$-Values: Power Indices à La Orness for Nonadditive Measures. IEEE Trans. Fuzzy Syst. 32 (7) (2024)
Shekhar Singh Negi, Vicenç Torra
A note on Sugeno exponential function with respect to distortion. Appl. Math. Comput. 470 (2024)
Aso Bozorgpanah, Vicenç Torra
Explainable machine learning models with privacy. Prog. Artif. Intell. 13 (1) (2024)
Kayode S. Adewole, Vicenç Torra
Energy disaggregation risk resilience through microaggregation and discrete Fourier transform. Inf. Sci. 662 (2024)
Zuzana Ontkovicová, Vicenç Torra
Computation of Choquet integrals: Analytical approach for continuous functions. Inf. Sci. 679 (2024)
Yasuo Narukawa, Katsushige Fujimoto, Vicenç Torra, Zuzana Ontkovicová
The Past and Future of Fuzzy Measures and Fuzzy Integrals - -In Memory of Prof. Michio Sugeno. MDAI (2024)
Ayush K. Varshney, Vicenç Torra
Concept Drift Detection using Ensemble of Integrally Private Models. CoRR (2024)
Fatemeh Sadjadi, Vicenç Torra, Mina Jamshidi
Preprocessed Spectral Clustering with Higher Connectivity for Robustness in Real-World Applications. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Sonakshi Garg, Vicenç Torra
Privacy in manifolds: Combining k-anonymity with differential privacy on Fréchet means. Comput. Secur. 144 (2024)
Vicenç Torra, Guillermo Navarro-Arribas
Attribute disclosure risk for k-anonymity: the case of numerical data. Int. J. Inf. Sec. 22 (6) (2023)
Masahiro Inuiguchi, Hiroki Ichida, Vicenç Torra
Data anonymization with imprecise rules and its performance evaluations. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Sudipta Paul, Julián Salas, Vicenç Torra
Adding Edge Local Differential Privacy to the Dynamic Stochastic Block Model. CCIA (2023)
Saloni Kwatra, Vicenç Torra
Empirical Evaluation of Synthetic Data Created by Generative Models via Attribute Inference Attack. Privacy and Identity Management (2023)
Vicenç Torra
The transport problem for non-additive measures. Eur. J. Oper. Res. 311 (2) (2023)
Sargam Gupta, Vicenç Torra
Differentially Private Traffic Flow Prediction Using Transformers: A Federated Approach. ESORICS Workshops (1) (2023)
Sonakshi Garg, Vicenç Torra
K-Anonymous Privacy Preserving Manifold Learning. SECRYPT (2023)
Navoda Senavirathne, Vicenç Torra
Rounding based continuous data discretization for statistical disclosure control. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Kayode S. Adewole, Vicenç Torra
Privacy Protection of Synthetic Smart Grid Data Simulated via Generative Adversarial Networks. SECRYPT (2023)
Jozo Dujmovic, Vicenç Torra
Logic Aggregators and Their Implementations. MDAI (2023)
Sudipta Paul, Julián Salas, Vicenç Torra
Edge Local Differential Privacy for Dynamic Graphs. SocialSec (2023)
Yasuo Narukawa, Mariam Taha, Vicenç Torra
On the definition of probabilistic metric spaces by means of fuzzy measures. Fuzzy Sets Syst. 465 (2023)
Ayush K. Varshney, Vicenç Torra
Literature Review of the Recent Trends and Applications in Various Fuzzy Rule-Based Systems. Int. J. Fuzzy Syst. 25 (6) (2023)
Vicenç Torra, Josep Domingo-Ferrer
Data privacy: state of the art. Trans. Data Priv. 16 (1) (2023)
Vicenç Torra, Yasuo Narukawa
Special issue on data mining and data privacy. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Yasuo Narukawa, Vicenç Torra
Scores for Hesitant Fuzzy Sets: Aggregation Functions and Generalized Integrals. IEEE Trans. Fuzzy Syst. 31 (7) (2023)
Ayush K. Varshney, Vicenç Torra
Integrally Private Model Selection for Deep Neural Networks. DEXA (2) (2023)
Mariam Taha, Vicenç Torra
Measuring the Distance Between Machine Learning Models Using F-Space. EUSFLAT/AGOP (2023)
Lili Jiang, Vicenç Torra
Data Protection and Multi-Database Data-Driven Models. Future Internet 15 (3) (2023)
Fatemeh Sadjadi, Vicenç Torra
Joint Multiple Efficient Neighbors and Graph Learning for Multi-view Clustering. IUKM (2) (2023)
Saloni Kwatra, Ayush K. Varshney, Vicenç Torra
Integrally Private Model Selection for Support Vector Machine. ESORICS Workshops (1) (2023)
Julián Salas, Vladimiro González-Zelaya, Vicenç Torra, David Megías
Differentially Private Graph Publishing Through Noise-Graph Addition. MDAI (2023)
Saloni Kwatra, Vicenç Torra
Data Reconstruction Attack Against Principal Component Analysis. SocialSec (2023)
Vicenç Torra
A systematic construction of non-i.i.d. data sets from a single data set: non-identically distributed data. Knowl. Inf. Syst. 65 (3) (2023)
Sudipta Paul, Vicenç Torra
Δ SFL: (Decoupled Server Federated Learning) to Utilize DLG Attacks in Federated Learning by Decoupling the Server. SECRYPT (2023)
Ezgi Türkarslan, Vicenç Torra
Measure Identification for the Choquet Integral: A Python Module. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Vicenç Torra
, ⊕)-transforms and genetic algorithms for fuzzy measure identification. Fuzzy Sets Syst. 451 (2022)
Ayush K. Varshney, Vicenç Torra
Designing Distributed Chi-Fuzzy Rule based Classification System. FUZZ-IEEE (2022)
Kayode Sakariyah Adewole, Vicenç Torra
Privacy Issues in Smart Grid Data: From Energy Disaggregation to Disclosure Risk. DEXA (1) (2022)
Vicenç Torra
Towards Integrally Private Clustering: Overlapping Clusters for High Privacy Guarantees. PSD (2022)
Julián Salas, Vicenç Torra, David Megías
Towards Measuring Fairness for Local Differential Privacy. DPM/CBT@ESORICS (2022)
Vicenç Torra, Edgar Galván, Guillermo Navarro-Arribas
PSO + FL = PAASO: particle swarm optimization + federated learning = privacy-aware agent swarm optimization. Int. J. Inf. Sec. 21 (6) (2022)
Lili Jiang, Vicenç Torra
On the Effects of Data Protection on Multi-database Data-Driven Models. IUKM (2022)
Vicenç Torra
The transport problem for non-additive measures. CoRR (2022)
Ayush K. Varshney, Vicenç Torra
Literature Review of various Fuzzy Rule based Systems. CoRR (2022)
Kayode S. Adewole, Vicenç Torra
DFTMicroagg: a dual-level anonymization algorithm for smart grid data. Int. J. Inf. Sec. 21 (6) (2022)
Vicenç Torra, Yasuo Narukawa
Preface: Fuzziness and Uncertainty in Data Mining. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30 (Supplement-2) (2022)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23 (S1) (2021)
Vicenç Torra, Mariam Taha, Guillermo Navarro-Arribas
The space of models in machine learning: using Markov chains to model transitions. Prog. Artif. Intell. 10 (3) (2021)
Takuya Fukushima, Tomoharu Nakashima, Taku Hasegawa, Vicenç Torra
Optimal Value Estimation of Intentional-Value-Substitution for Learning Regression Models. J. Adv. Comput. Intell. Intell. Informatics 25 (2) (2021)
Vicenç Torra
Andness directedness for operators of the OWA and WOWA families. Fuzzy Sets Syst. 414 (2021)
Yasuo Narukawa, Vicenç Torra
An score index for hesitant fuzzy sets based on the Choquet integral. FUZZ-IEEE (2021)
Navoda Senavirathne, Vicenç Torra
Dissecting Membership Inference Risk in Machine Learning. CSS (2021)
Navoda Senavirathne, Vicenç Torra
Systematic Evaluation of Probabilistic k-Anonymity for Privacy Preserving Micro-data Publishing and Analysis. SECRYPT (2021)
Saloni Kwatra, Vicenç Torra
A k-Anonymised Federated Learning Framework with Decision Trees. DPM/CBT@ESORICS (2021)
Jozo Dujmovic, Vicenç Torra
Properties and comparison of andness-characterized aggregators. Int. J. Intell. Syst. 36 (3) (2021)
Noel Hendrick, Vicenç Torra
Genetic Algorithms in Data Masking: Towards Privacy as a Service. ICAISC (1) (2021)
Saloni Kwatra, Vicenç Torra
A Survey on Tree Aggregation. FUZZ-IEEE (2021)
Edgar Galván, Joaquín García-Alfaro, Guillermo Navarro-Arribas, Vicenç Torra
Agents in a privacy-preserving world. Trans. Data Priv. 14 (1) (2021)
Takuya Fukushima, Tomoharu Nakashima, Vicenç Torra
Team Classification with Tactical Analysis Using Fuzzy Inference in RoboCup Soccer. SCIS/ISIS (2020)
Vicenç Torra
Random dictatorship for privacy-preserving social choice. Int. J. Inf. Sec. 19 (5) (2020)
Sema Kayapinar Kaya, Guillermo Navarro-Arribas, Vicenç Torra
Dynamic Features Spaces and Machine Learning: Open Problems and Synthetic Data Sets. IUKM (2020)
Julián Salas, David Megías, Vicenç Torra, Marina Toger, Joel Dahne, Raazesh Sainudiin
Swapping trajectories with a sufficient sanitizer. Pattern Recognit. Lett. 131 (2020)
Julián Salas, Vicenç Torra
Differentially Private Graph Publishing and Randomized Response for Collaborative Filtering. ICETE (2) (2020)
Navoda Senavirathne, Vicenç Torra
On the Role of Data Anonymization in Machine Learning Privacy. TrustCom (2020)
Vicenç Torra, Yasuo Narukawa, Michio Sugeno
-divergence for discrete non-additive measures. Inf. Sci. 512 (2020)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13 (1) (2020)
Vicenç Torra
-anonymity for data with constraints. J. Intell. Fuzzy Syst. 39 (5) (2020)
Vicenç Torra, Guillermo Navarro-Arribas, Edgar Galván
Explaining Recurrent Machine Learning Models: Integral Privacy Revisited. PSD (2020)
Vicenç Torra, Joaquín García-Alfaro
Towards an Adaptive Defuzzification: Using Numerical Choquet Integral. MDAI (2019)
Vicenç Torra, Yasuo Narukawa
On network analysis using non-additive integrals: extending the game-theoretic network centrality. Soft Comput. 23 (7) (2019)
Radomír Halas, Radko Mesiar, Jozef Pócs, Vicenç Torra
A note on some algebraic properties of discrete Sugeno integrals. Fuzzy Sets Syst. 355 (2019)
Aranzazu Jurio, Humberto Bustince, Vicenç Torra
Managing the doubt in fuzzy clustering by means of interval-valued fuzzy sets. FUZZ-IEEE (2019)
Yasuo Narukawa, Vicenç Torra
Derivative for Discrete Choquet Integrals. MDAI (2019)
Navoda Senavirathne, Vicenç Torra
Integral Privacy Compliant Statistics Computation. DPM/CBT@ESORICS (2019)
Vicenç Torra, Yasuo Narukawa
Foreword: Tools for Decision Making under Vagueness. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27 (Supplement-1) (2019)
Navoda Senavirathne, Vicenç Torra
Integrally private model selection for decision trees. Comput. Secur. 83 (2019)
Michel Barbeau, Georg Carle, Joaquín García-Alfaro, Vicenç Torra
Next Generation Resilient Cyber-Physical Systems. CoRR (2019)
Vicenç Torra, Julián Salas
Graph Perturbation as Noise Graph Addition: A New Perspective for Graph Anonymization. DPM/CBT@ESORICS (2019)
Vicenç Torra, Navoda Senavirathne
consensus meets. Inf. Fusion 51 (2019)
Emran Saleh, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca, Humberto Bustince, Vicenç Torra
A Hierarchically ⊥-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27 (Supplement-1) (2019)
Vicenç Torra
On the Analysis of Utility and Risk for Masked Data in Big Data: A Small Data Analysis. CCIA (2018)
Vicenç Torra, Montserrat Guillen, Miguel Santolino
-dimensional distorted probabilities. Inf. Fusion 44 (2018)
Vicenç Torra, Annie Jonsson, Guillermo Navarro-Arribas, Julián Salas
Synthetic generation of spatial graphs. Int. J. Intell. Syst. 33 (12) (2018)
Navoda Senavirathne, Vicenç Torra
Approximating Robust Linear Regression With An Integral Privacy Guarantee. PST (2018)
José Carlos R. Alcantud, Vicenç Torra
Decomposition theorems and extension principles for hesitant fuzzy sets. Inf. Fusion 41 (2018)
Emran Saleh, Aïda Valls, Antonio Moreno, Pedro Romero-Aroca, Vicenç Torra, Humberto Bustince
Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models. MDAI (2018)
Julián Salas, David Megías, Vicenç Torra
SwapMob: Swapping Trajectories for Mobility Anonymization. PSD (2018)
Julián Salas, Vicenç Torra
A General Algorithm for k-anonymity on Dynamic Databases. DPM/CBT@ESORICS (2018)
Vicenç Torra, Guillermo Navarro-Arribas
Probabilistic Metric Spaces for Privacy by Design Machine Learning Algorithms: Modeling Database Changes. DPM/CBT@ESORICS (2018)
Vicenç Torra
Entropy for non-additive measures in continuous domains. Fuzzy Sets Syst. 324 (2017)
Vicenç Torra, Yasuo Narukawa, Anders Dahlbom
On This Book: Clustering, Multisets, Rough Sets and Fuzzy Sets. Fuzzy Sets, Rough Sets, Multisets and Clustering (2017)
Jordi Casas-Roma, Jordi Herrera-Joancomartí, Vicenç Torra
k-Degree anonymity and edge selection: improving data utility in large networks. Knowl. Inf. Syst. 50 (2) (2017)
Jordi Casas-Roma, Jordi Herrera-Joancomartí, Vicenç Torra
A survey of graph-modification techniques for privacy-preserving on networks. Artif. Intell. Rev. 47 (3) (2017)
Juhee Bae, Elio Ventocilla, Maria Riveiro, Vicenç Torra
On the Visualization of Discrete Non-additive Measures. AGOP (2017)
Vicenç Torra, Guillermo Navarro-Arribas, David Sanchez-Charles, Victor Muntés-Mulero
Provenance and Privacy. MDAI (2017)
Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami
On Hesitant Fuzzy Clustering and Clustering of Hesitant Fuzzy Data. Fuzzy Sets, Rough Sets, Multisets and Clustering (2017)
Vicenç Torra
Fuzzy microaggregation for the transparency principle. J. Appl. Log. 23 (2017)
Vicenç Torra, Termeh Shafie, Julián Salas
Data Protection for Online Social Networks and P-Stability for Graphs. IEEE Trans. Emerg. Top. Comput. 4 (3) (2016)
Vicenç Torra, Laya Aliahmadipour, Anders Dahlbom
Fuzzy, I-fuzzy, and H-fuzzy partitions to describe clusters. FUZZ-IEEE (2016)
Vicenç Torra, Guillermo Navarro-Arribas
Big Data Privacy and Anonymization. Privacy and Identity Management (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vicenç Torra