Vicenc Torra

Jag jobbar med artificiell intelligens. De forskningsämnena som jag fokuserar på inkluderar dataskydd, approximate reasoning och beslutsfattande.

Kontakt

vicenc.torra@umu.se

090-786 59 48

Verksam vid

Professor vid Institutionen för datavetenskap

MIT-huset, Umeå universitet, MIT.A.438 Umeå universitet, 901 87 Umeå

Jag är professor på Institutionen för datavetenskap där jag leder forskningsgruppen NAUSICA: PrivAcy-AWare traNSparent deCIsions. Jag forskar om dataskydd, approximate reasoning och beslutsfattande.

Jag har skrivit flera böcker, däribland dessa:

V. Torra, Y. Narukawa, Modeling Decisions, Springer, 2007
V. Torra, Data privacy: Foundations, New Developments and the Big Data Challenge, Springer, 2017

Läs mer om min forskning

Existence and uniqueness of solutions of differential equations with respect to non-additive measures

Mathematical methods in the applied sciences, John Wiley & Sons 2023, Vol. 46, (2) : 2174-2196

Negi, Shekhar Singh; Torra, Vicenç

DFTMicroagg: a dual-level anonymization algorithm for smart grid data

International Journal of Information Security, Springer 2022, Vol. 21 : 1299-1321

Adewole, Kayode S.; Torra, Vicenç

Privacy issues in smart grid data: from energy disaggregation to disclosure risk

Database and expert systems applications: 33rd international conference, DEXA 2022, Vienna, Austria, August 22–24, 2022, proceedings, part I, Springer 2022 : 71-84

Adewole, Kayode Sakariyah; Torra, Vicenç

HFC: data clustering based on hesitant fuzzy decision making

Iranian Journal of Fuzzy Systems, University of Sistan and Baluchestan 2022, Vol. 19, (5) : 167-181

Aliahmadipour, L.; Eftekhari, M.; Torra, Vicenç

Aggregation functions in decision engineering: ten necessary properties and parameter-directedness

Intelligent and fuzzy techniques for emerging conditions and digital transformation: Proceedings of the INFUS 2021 conference, held August 24-26, 2021. Volume 1, Springer 2022 : 173-181

Dujmović, Jozo; Torra, Vicenç

How fuzzy concepts contribute to machine learning

Studies in Fuzziness and Soft Computing, 416

Eftekhari, Mahdi; Mehrpooya, Adel; Saberi-Movahed, Farid; et al.

On the Effects of Data Protection on Multi-database Data-Driven Models

Integrated Uncertainty in Knowledge Modelling and Decision Making: 9th International Symposium, IUKM 2022, Ishikawa, Japan, March 18–19, 2022, Proceedings, Springer 2022 : 226-238

Jiang, Lili; Torra, Vicenç

A k-Anonymised Federated Learning Framework with Decision Trees

Data Privacy Management, Cryptocurrencies and Blockchain Technology, Springer Science+Business Media B.V. 2022 : 106-120

Kwatra, Saloni; Torra, Vicenç

Score indices for hesitant fuzzy sets: generalized fuzzy integrals

Intelligent and fuzzy techniques for emerging conditions and digital transformation: proceedings of the INFUS 2021 conference, held August 24-26, 2021. Volume 1, Springer 2022 : 679-686

Narukawa, Yasuo; Torra, Vicenç

Δ-Choquet integral on time scales with applications

Chaos, Solitons & Fractals, Elsevier 2022, Vol. 157

Negi, Shekhar Singh; Torra, Vicenç

Dissecting Membership Inference Risk in Machine Learning

Cyberspace Safety and Security: 13th International Symposium, CSS 2021, Virtual Event, November 9–11, 2021, Proceedings, Springer 2022 : 36-54

Senavirathne, Navoda; Torra, Vicenç

Andness Directedness for t-Norms and t-Conorms

Mathematics, MDPI 2022, Vol. 10, (9)

Torra, Vicenç

Non-additive measures, set distances and cost functions on sets: a Fréchet-Nikodym-Aronszajn distance and cost function

Intelligent and fuzzy systems: digital acceleration and the new normal - proceedings of the INFUS 2022 conference, volume 1, Cham: Springer 2022 : 7-15

Torra, Vicenç

Towards Integrally Private Clustering: Overlapping Clusters for High Privacy Guarantees

Privacy in Statistical Databases: International Conference, PSD 2022, Paris, France, September 21–23, 2022, Proceedings, Springer 2022 : 62-73

Torra, Vicenç

A systematic construction of non-i.i.d. data sets from a single data set: non-identically distributed data

Knowledge and Information Systems

Torra, Vicenç

(Max,⊕)-transforms and genetic algorithms for fuzzy measure identification

Fuzzy sets and systems (Print), Elsevier 2022, Vol. 451 : 253-265

Torra, Vicenç

PSOwp: Particle Swarm Optimisation Without Panopticon to Evaluate Private Social Choice

Metaheuristics and Nature Inspired Computing, Springer Science+Business Media B.V. 2022 : 93-105

Torra, Vicenç; Galván, Edgar

PSO + FL = PAASO: particle swarm optimization + federated learning = privacy-aware agent swarm optimization

International Journal of Information Security, Springer 2022, Vol. 21 : 1349-1359

Torra, Vicenç; Galván, Edgar; Navarro-Arribas, Guillermo

Preface

Modeling Decisions for Artificial Intelligence: 19th International Conference, MDAI 2022, Sant Cugat, Spain, August 30 - September 2, 2022, Proceedings

Torra, Vicenç; Narukawa, Yasuo

Modeling Decisions for Artificial Intelligence: 19th International Conference, MDAI 2022, Sant Cugat, Spain, August 30 – September 2, 2022, Proceedings

Lecture Notes in Computer Science, 13408

Measure identification for the choquet integral: a python module

International Journal of Computational Intelligence Systems, Springer Nature 2022, Vol. 15, (1)

Türkarslan, Ezgi; Torra, Vicenç

Designing Distributed Chi-Fuzzy Rule based Classification System

2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Varshney, Ayush K.; Torra, Vicenç

Optimal value estimation of intentional-value-substitution for learning regression models

Journal of Advanced Computational Intelligence and Intelligent Informatics, Fuji Technology Press 2021, Vol. 25, (2) : 153-161

Fukushima, Takuya; Nakashima, Tomoharu; Hasegawa, Taku; et al.

Agents in a privacy-preserving world

Transactions on Data Privacy, University of Skövde 2021, Vol. 14, (1) : 53-63

Galván, Edgar; Garcia-Alfaro, Joaquin; Navarro-Arribas, Guillermo; et al.

Genetic Algorithms in Data Masking: Towards Privacy as a Service

Artificial Intelligence and Soft Computing: 20th International Conference, ICAISC 2021, Virtual Event, June 21–23, 2021, Proceedings, Part I, Springer Nature 2021 : 381-391

Hendrick, Noel; Torra, Vicenç

A Survey on Tree Aggregation

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Kwatra, Saloni; Torra, Vicenç

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

Ethics and Information Technology, Springer 2021, Vol. 23 : 1-6

Nanni, Mirco; Andrienko, Gennady; Barabasi, Albert-Laszlo; et al.

An score index for hesitant fuzzy sets based on the Choquet integral

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Narukawa, Yasuo; Torra, Vicenç

Systematic evaluation of probabilistic K-anonymity for privacy preserving micro-data publishing and analysis

Proceedings of the 18th International Conference on Security and Cryptography, SciTePress 2021 : 307-320

Senavirathne, Navoda; Torra, Vicenç

Andness directedness for operators of the OWA and WOWA families

Fuzzy sets and systems (Print), Elsevier 2021, Vol. 414 : 28-37

Torra, Vicenç

Modeling Decisions for Artificial Intelligence: 18th International Conference, MDAI 2021, Umeå, Sweden, September 27–30, 2021, Proceedings

Lecture Notes in Computer Science, 12898

Preface

Lecture Notes in Computer Science, Springer 2021, Vol. 12898

Torra, Vicenç; Narukawa, Yasuo

The space of models in machine learning: using Markov chains to model transitions

Progress in Artificial Intelligence, Springer 2021, Vol. 10, (3) : 321-332

Torra, Vicenç; Taha, Mariam; Navarro-Arribas, Guillermo

Team classification with tactical analysis using fuzzy inference in robocup soccer

2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS)

Fukushima, Takuya; Nakashima, Tomoharu; Torra, Vicenç

Dynamic Features Spaces and Machine Learning: Open Problems and Synthetic Data Sets

Integrated Uncertainty in Knowledge Modelling and Decision Making: 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings, Springer Nature 2020 : 125-136

Kaya, Sema Kayapinar; Navarro-Arribas, Guillermo; Torra, Vicenç

On the role of data anonymization in machine learning privacy

Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020, IEEE 2020 : 664-675

Senavirathne, Navoda; Torra, Vicenç

Explaining recurrent machine learning models: integral privacy revisited

Privacy in statistical databases: UNESCO chair in data privacy, international conference, PSD 2020, Tarragona, Spain, September 23–25, 2020, Proceedings, Springer 2020 : 62-73

Torra, Vicenç; Navarro-Arribas, Guillermo; Galván, Edgar

Literature Review of various Fuzzy Rule based Systems

Varshney, Ayush K.; Torra, Vicenç

Visa publikationer i DiVA