HumanE AI Network

Livrables

Final Version of the Virtual Laboratory including benchmarking and challenge infrastructure

Initial Version of the Humane AI multimedia dissemination package

Initial Version of the Humane AI multimedia dissemination package from tasks 87 and 88

First year microproject results (societal, ethical and responsible AI)

First year microproject results on societal ethical and responsible AI papers tools datasets best practice guidelines deposited for general use on the AI4EU platform including contributions from WP5

Third year microproject results (learning, reasoning, perception and interaction)

Third year microproject results on learning reasoning perception and interaction papers tools datasets deposited for general use on the AI4EU platform including contributions from WP1 and WP2

Second year microproject results (societal, ethical and responsible AI)

Second year microproject results on societal ethical and responsible AI papers tools datasets best practice guidelines deposited for general use on the AI4EU platform contributions from WP4

Innovation methods and their applicability to AI

Report on innovation methods and their applicability to AI First draft of the concept for the matching platform the envisioned ecosystems the learning approach and the initial specification of the European Data Hub Providing a list of Lighthouse Accelerators

First year microproject results (learning, reasoning, perception and interaction)

First year microproject results papers tools datasets deposited for general use on the AI4EU platform with contributions from WP2 and WP3

AI Innovation networking

Report on the concept and time plan AI Innovation networking events and the AI Innovation price

First report on research results

First report on research results their application significance and the resulting evolution of the research agenda integrating contributions from WPs 15

Regulation for AI

Initial report on how regulation for AI can be brought forward in different critical domains including a time plan for further events

Community Kickoff Workshop

HumanE AI Net Community Kickoff Workshop for all relevant initiatives

Policy dissemination event

HumanE AI Net Policy dissemination event in Brussels.

First Humane AI Net summer school on human-centric AI

First Humane AI Net summer school on humancentric AI

Tutorial on Legal Protection by Design

Tutorial on Legal Protection by Design LPbD to be given at the project plenary meeting

Open Data

The present live deliverable lists all data items handled by the Humane AI Net consortium Our goal is to achieve complete transparency ie to place all data to the open domain except for sensitive data such as personal data which will be handled as required

Scientific Knowledge Dissemination Package

First version of the HumanE-AI-Net Scientific Knowledge Dissemination Package (MOOCs, summer school recordings etc.)

Scientific Knowledge Dissemination Package II.

Second version of the HumanE-AI-Net scientific Knowledge Dissemination Package (MOOCs, summer school recordings etc.)

Publications

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

Auteurs: Zeynep Akata, Dan Balliet, Maarten de Rijke, Frank Dignum, Virginia Dignum, Guszti Eiben, Antske Fokkens, Davide Grossi, Koen Hindriks, Holger Hoos, Hayley Hung, Catholijn Jonker, Christof Monz, Mark Neerincx, Frans Oliehoek, Henry Prakken, Stefan Schlobach, Linda van der Gaag, Frank van Harmelen, Herke van Hoof, Birna van Riemsdijk, Aimee van Wynsberghe, Rineke Verbrugge, Bart Verheij, Piek Vosse
Publié dans: Computer, Numéro 53/8, 2020, Page(s) 18-28, ISSN 0018-9162
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mc.2020.2996587

Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors

Auteurs: Lin Wan , Hristijan Gjoreski, Mathias Ciliberto, Paula Lago. Kazuya Murao, Tsuyoshi Okita. Daniel Roggen
Publié dans: Front. Comput. Sci., Numéro 3, 2021, Page(s) 1-24., ISSN 2624-9898
Éditeur: Frontiers Media
DOI: 10.3389/fcomp.2021.713719

The role of artificial intelligence in achieving the Sustainable Development Goals

Auteurs: Ricardo Vinuesa, Hossein Azizpour, Iolanda Leite, Madeline Balaam, Virginia Dignum, Sami Domisch, Anna Felländer, Simone Daniela Langhans, Max Tegmark, Francesco Fuso Nerini
Publié dans: Nature Communications, Numéro 11/1, 2020, ISSN 2041-1723
Éditeur: Nature Publishing Group
DOI: 10.1038/s41467-019-14108-y

Opportunity++: A Multimodal Dataset for Video- and Wearable, Object and Ambient Sensors-Based Human Activity Recognition

Auteurs: Mathias Ciliberto1, Vitor Fortes Rey, Alberto Calatroni, Paul Lukowicz, Daniel Roggen
Publié dans: Front. Comput. Sci, Numéro 3, 2021, ISSN 2624-9898
Éditeur: Frontiers Media
DOI: 10.3389/fcomp.2021.792065

Compensating for Sensing Failures via Delegation in Human-AI Hybrid Systems

Auteurs: Andrew Fuchs; Andrea Passarella; Marco Conti
Publié dans: Sensors, Numéro 23/7, 2023, Page(s) 3409, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23073409

Analytical and Numerical Treatment of Continuous Ageing in the Voter Model

Auteurs: Joseph W. Baron; Antonio F. Peralta; Tobias Galla; Raúl Toral
Publié dans: Entropy, Numéro 24/10, 2022, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e24101331

Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]

Auteurs: Bettina Fazzinga; Sergio Flesca; Filippo Furfaro; Luigi Pontieri
Publié dans: Information Systems, Numéro 110, 2022, Page(s) 102103, ISSN 0306-4379
Éditeur: Elsevier Science & Technology
DOI: 10.1016/j.is.2022.102103

Laplacian renormalization group for heterogeneous networks

Auteurs: Pablo Villegas; Tommaso Gili; Guido Caldarelli; Andrea Gabrielli
Publié dans: Nature Physics, Numéro 19, 2023, Page(s) 445–450, ISSN 1745-2473
Éditeur: Nature Publishing Group
DOI: 10.1038/s41567-022-01866-8

Analyzing Differentiable Fuzzy Logic Operators

Auteurs: Emile van Krieken, Erman Acar, Frank van Harmelen
Publié dans: Artificial Intelligence, 2021, Page(s) 103602, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2021.103602

Human-AI ecosystem with abrupt changes as a function of the composition

Auteurs: Pierluigi Contucci , János Kertész , Godwin Osabutey
Publié dans: PLos ONE, Numéro 17/5, 2022, Page(s) 1-12, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0267310

Optimising cost vs accuracy of decentralised analytics in fog computing environments

Auteurs: Lorenzo Valerio; Andrea Passarella; Marco Conti
Publié dans: IEEE Transactions on Network Science and Engineering, Numéro 3, 2021, ISSN 0018-9219
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnse.2021.3101986

A perspective on complexity and networks science

Auteurs: Guido Caldarelli; Guido Caldarelli
Publié dans: Journal of Physics: Complexity, Numéro 2, 2020, ISSN 2632-072X
Éditeur: IOP
DOI: 10.1088/2632-072x/ab9a24

Socioeconomic biases in urban mixing patterns of US metropolitan areas

Auteurs: Hilman, R.M., Iñiguez, G. & Karsai, M.
Publié dans: EPJ Data Science, Numéro 11/32, 2022, ISSN 2193-1127
Éditeur: Sprinrger
DOI: 10.1140/epjds/s13688-022-00341-x

Flow of online misinformation during the peak of the COVID-19 pandemic in Italy

Auteurs: Guido Caldarelli; Guido Caldarelli; Rocco De Nicola; Marinella Petrocchi; Marinella Petrocchi; Manuel Pratelli; Fabio Saracco
Publié dans: EPJ Data Science, Numéro 10, 2021, ISSN 2193-1127
Éditeur: Springer
DOI: 10.1140/epjds/s13688-021-00289-4

Learning GUI Completions with User-defined Constraints

Auteurs: Lukas Brückner, Luis A. Leiva, Antti Oulasvirta
Publié dans: ACM Transactions on Interactive Intelligent Systems, Numéro 12/1, 2022, ISSN 2160-6455
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3490034

True scale-free networks hidden by finite size effects.

Auteurs: Matteo Serafino; Giulio Cimini; Amos Maritan; Andrea Rinaldo; Andrea Rinaldo; Samir Suweis; Jayanth R. Banavar; Guido Caldarelli
Publié dans: PNAS, 2020, Page(s) 118 (2) e2013825118, ISSN 1091-6490
Éditeur: National Academy of Science
DOI: 10.1073/pnas.2013825118

Italian Twitter semantic network during the Covid-19 epidemic.

Auteurs: Mattia Mattei; Guido Caldarelli; Tiziano Squartini; Fabio Saracco
Publié dans: EPJ Data Science, Numéro 10, 2021, ISSN 2193-1127
Éditeur: Springer
DOI: 10.1140/epjds/s13688-021-00301-x

Temporal patterns of reciprocity in communication networks

Auteurs: https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00382-w
Publié dans: EPJ Data Science, Numéro 12/7, 2023, ISSN 2193-1127
Éditeur: Springer
DOI: 10.1140/epjds/s13688-023-00382-w

Controlling systemic risk: Network structures that minimize it and node properties to calculate it.

Auteurs: Sebastian M. Krause; Hrvoje Štefančić; Guido Caldarelli; Guido Caldarelli; Vinko Zlatić
Publié dans: Physical Review E, Numéro 103, 2021, ISSN 2470-0053
Éditeur: APS
DOI: 10.1103/physreve.103.042304

AI — the people and places that make, use and manage it

Auteurs: Virginia Dignum
Publié dans: Nature, Numéro 593/7860, 2021, Page(s) 499-500, ISSN 0028-0836
Éditeur: Nature Publishing Group
DOI: 10.1038/d41586-021-01397-x

Socially Aware Interactions: From Dialogue Trees to Natural Language Dialogue Systems

Auteurs: Inês Lobo, Diogo Rato, Rui Prada & Frank Dignum
Publié dans: Chatbot Research and Design, Numéro LNCS vol. 1371, 2022, Page(s) 124-140, ISSN 1611-3349
Éditeur: Springer
DOI: 10.1007/978-3-030-94890-0_8

Data-driven strategies for optimal bicycle network growth.

Auteurs: Luis Guillermo Natera Orozco; Federico Battiston; Gerardo Iñiguez; Gerardo Iñiguez; Gerardo Iñiguez; Michael Szell; Michael Szell
Publié dans: Royal Society Open Science, Numéro 7 (12), 2020, Page(s) 201130, ISSN 2054-5703
Éditeur: Royal Society
DOI: 10.1098/rsos.201130

Knowledge Graphs

Auteurs: Hogan, A.; Blomqvist, E.; Cochez, M.; D' Amato, C.; Melo, G. D.; Gutierrez, C.; Kirrane, S.; Gayo, J. E. L.; Navigli, R.; Neumaier, S.; Ngomo, A. -C. N.; Polleres, A.; Rashid, S. M.; Rula, A.; Schmelzeisen, L.; Sequeda, J.; Staab, S.; Zimmermann, A.
Publié dans: ACM Computing Surveys, Numéro 54/4, 2022, Page(s) 1-37, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3447772

Cultural Differences in Signed Ego Networks on Twitter: An Investigatory Analysis

Auteurs: Jack Tacchi, Chiara Boldrini, Andrea Passarella, Marco Conti
Publié dans: WWW '23 Companion: Companion Proceedings of the ACM Web Conference, 2023, ISSN 1542-7730
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3543873.3587641

Get out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula

Auteurs: Rana Tallal Javed Osama Nasir Melania Borit Loïs Vanhée Elias Zea Shivam Gupta Ricardo Vinuesa Junaid Qadir
Publié dans: Journal of Artificial Intelligence Research, Numéro 73, 2022, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13550

A sociotechnical perspective for the future of AI: narratives, inequalities, and human control

Auteurs: Sartori, Laura; Theodorou, Andreas
Publié dans: Ethics of Information Technology, Numéro 5, 2022, ISSN 1572-8439
Éditeur: Springer
DOI: 10.1007/s10676-022-09624-3

Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract)

Auteurs: Sahan Bulathwela, María Pérez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 34/10, 2020, Page(s) 13759-13760, ISSN 2374-3468
Éditeur: AAAI
DOI: 10.1609/aaai.v34i10.7151

AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion

Auteurs: Francesco Folino, Luigi Pontieri
Publié dans: Journal on Data Semantics, 2021, ISSN 1861-2040
Éditeur: Springer
DOI: 10.1007/s13740-021-00121-2

Deep Learning Exploration of Agent-Based Social Network Model Parameters.

Auteurs: Yohsuke Murase; Hang-Hyun Jo; János Török; János Török; János Török; János Kertész; János Kertész; Kimmo Kaski; Kimmo Kaski
Publié dans: Frontiers in Big Data, Numéro 4, 2021, Page(s) 739081, ISSN 2624-909X
Éditeur: Frontiers
DOI: 10.3389/fdata.2021.739081

The effect of the Pandemic on European Narratives on Smart Cities and Surveillance

Auteurs: Roszczynska-Kurasinska, Magdalena; Talaga, Szymon; Biesaga, Mikolaj; Nowak, Andrzej; Domaradzka, Anna
Publié dans: Urban Studies, Numéro 40, 2023, Page(s) 21, ISSN 0042-0980
Éditeur: SAGE Publications Ltd
DOI: 10.1177/00420980221138317

Machine learning methods for generating high dimensional discrete datasets

Auteurs: Giuseppe Manco; Ettore Ritacco; Antonino Rullo; Domenico Saccà; Edoardo Serra
Publié dans: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, Numéro 12, 2022, Page(s) 1-33, ISSN 1942-4795
Éditeur: Wiley
DOI: 10.1002/widm.1450

Effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions.

Auteurs: Antonio F. Peralta; Matteo Neri; János Kertész; Gerardo Iñiguez; Gerardo Iñiguez; Gerardo Iñiguez
Publié dans: Physical Review E, Numéro 104, 2021, ISSN 2470-0053
Éditeur: APS
DOI: 10.1103/physreve.104.044312

Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation

Auteurs: Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Publié dans: Information Systems, Numéro 107, 2022, ISSN 0306-4379
Éditeur: Elsevier Science & Technology
DOI: 10.1016/j.is.2022.101987

Ethical implications of fairness interventions: what might be hidden behind engineering choices?

Auteurs: Andrea Aler Tubella, Flavia Barsotti, Rüya Gökhan Koçer, Julian Alfredo Mendez
Publié dans: Ethics and Information Technology, Numéro 24, 2022, ISSN 1388-1957
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10676-022-09636-z

Viewpoint: Ethical By Designer - How to Grow Ethical Designers of Artificial Intelligence

Auteurs: Lois Vanhée, Melania Borit
Publié dans: Journal of Artificial Intelligence Research, Numéro 73, 2022, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13135

The ambiguity of nestedness under soft and hard constraints

Auteurs: Matteo Bruno; Fabio Saracco; Diego Garlaschelli; Diego Garlaschelli; Claudio J. Tessone; Guido Caldarelli
Publié dans: Nature Scientific Reports, Numéro 10/1, 2020, Page(s) 1-13, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.5167/uzh-194402

Reasoning on Multirelational Contextual Hierarchies via Answer Set Programming with Algebraic Measure

Auteurs: Loris Bozzato, Thomas Eiter, Rafael Kiesel
Publié dans: Theory anf Practice of Logic Programming, Numéro 21, 2021, ISSN 1471-0684
Éditeur: Cambridge University Press
DOI: 10.1017/s1471068421000284

The academic wanderer: structure of collaboration network and relation with research performance

Auteurs: Pavlos Paraskevopoulos; Chiara Boldrini; Andrea Passarella; Marco Conti
Publié dans: Applied Network Science, Numéro 6/1, 2021, Page(s) 1-35, ISSN 2364-8228
Éditeur: Springer
DOI: 10.1007/s41109-021-00369-4

Ethics of smart cities: Towards value-sensitive design and co-evolving city life

Auteurs: Dirk Helbing; Farzam Fanitabasi; Fosca Giannotti; Regula Hänggli; Carina I. Hausladen; Jeroen van den Hoven; Sachit Mahajan; Dino Pedreschi; Evangelos Pournaras
Publié dans: Sustainability, Numéro 13/20, 2021, Page(s) 11162, ISSN 2071-1050
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/su132011162

Let Me Take Over: Variable Autonomy for Meaningful Human Control.

Auteurs: Leila Methnani; Andrea Aler Tubella; Virginia Dignum; Andreas Theodorou
Publié dans: Frontiers in Artificial Intelligence, Numéro 4, 2021, Page(s) 737072, ISSN 2624-8212
Éditeur: Frontiers
DOI: 10.3389/frai.2021.737072

Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks

Auteurs: Francesca Naretto; Roberto Pellungrini; Franco Maria Nardini; Fosca Giannotti
Publié dans: Communications in computer and information science, Numéro 12, 2021, Page(s) 501–516, ISSN 1865-0929
Éditeur: Springer Verlag
DOI: 10.1007/978-3-030-65965-3_34

Human-centered AI and robotics

Auteurs: Stephane Doncieux; Raja Chatila; Sirko Straube; Frank Kirchner
Publié dans: AI Perspectives, Numéro 4/1, 2022, Page(s) 1-14, ISSN 2523-398X
Éditeur: Springer
DOI: 10.1186/s42467-021-00014-x

Dynamic hard pruning of Neural Networks at the edge of the internet

Auteurs: Valerio, Lorenzo; Nardini, Franco Maria; Passarella, Andrea; Perego, Raffaele
Publié dans: Journal of network and computer applications, Numéro 200, 2022, ISSN 1084-8045
Éditeur: Academic Press
DOI: 10.1016/j.jnca.2021.103330

Minding the gap(s): public perceptions of AI and socio-technical imaginaries

Auteurs: Laura Sartori, Giulia Bocca
Publié dans: Artificial Intelligence and Society, 2022, ISSN 0951-5666
Éditeur: Springer Verlag
DOI: 10.1007/s00146-022-01422-1

The Solution of the Deep Boltzmann Machine on the Nishimori Line

Auteurs: Diego Alberici; Francesco Camilli; Pierluigi Contucci; Emanuele Mingione
Publié dans: Communications in Mathematical Physics, 2021, Page(s) 1191-1214, ISSN 1432-0916
Éditeur: Springer
DOI: 10.1007/s00220-021-04165-0

Smart technologies

Auteurs: Mireille Hildebrandt
Publié dans: Internet Policy Review, Numéro 9/4, 2020, ISSN 2197-6775
Éditeur: https://policyreview.info
DOI: 10.14763/2020.4.1531

A First Approach to Closeness Distributions

Auteurs: Jesus Cerquides
Publié dans: Mathematics, Numéro 9(23), 2021, Page(s) 3112, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math9233112

A Chemical Analysis of Hybrid Economic Systems—Tokens and Money

Auteurs: Anabele-Linda Pardi, Mario Paolucci
Publié dans: Msthematics, Numéro 9/20, 2021, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math9202607

SARS-COV-2 comorbidity network and outcome in hospitalized patients in Crema, Italy

Auteurs: "Gili, T.; Benelli, G.; Buscarini, E.; Canetta, C.; La Piana, G.; Merli, G.; Scartabellati, A.; Viganò , G.; Sfogliarini, R.; Melilli, G.; Assandri, R.; Cazzato, D.; Rossi, D.S.; Usai, S.; Caldarelli, G.; Tramacere, I.; Pellegata, G.; Lauria, G."
Publié dans: PLoS ONE, 2021, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1101/2020.04.14.20053090

The Issue of Proxies and Choice Architectures. Why EU Law Matters for Recommender Systems

Auteurs: Mireille Hildebrandt
Publié dans: Frrontiers in Artificial Intelligence, 2022, ISSN 2624-8212
Éditeur: Frontiers
DOI: 10.3389/frai.2022.789076

TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources

Auteurs: Sahan Bulathwela, Maria Perez-Ortiz, Emine Yilmaz, John Shawe-Taylor
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 34/01, 2020, Page(s) 565-573, ISSN 2374-3468
Éditeur: AAAI
DOI: 10.1609/aaai.v34i01.5395

Multi-Fidelity Bayesian Optimization with Unreliable Information Sources

Auteurs: Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Publié dans: AISTATS 2023, 2022, ISSN 2262-6891
Éditeur: Cornell University
DOI: 10.48550/arxiv.2210.13937

Evaluating local explanation methods on ground truth

Auteurs: Riccardo Guidotti; Riccardo Guidotti
Publié dans: Artificial Intelligence, Numéro 291, 2021, Page(s) 2021-2016, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

A choices framework for the responsible use of AI

Auteurs: Richard Benjamins
Publié dans: AI and Ethics, Numéro 1/1, 2021, Page(s) 49-53, ISSN 2730-5953
Éditeur: Springer
DOI: 10.1007/s43681-020-00012-5

Modeling, Replicating, and Predicting Human Behavior: A Survey

Auteurs: Andrew Fuchs, Andrea Passarella, Marco Conti
Publié dans: ACM Transactions on Autonomous and Adaptive Systems, Numéro 18/2, 2023, Page(s) 1-47, ISSN 1556-4665
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3580492

Qualitative case-based reasoning and learning

Auteurs: Thiago Pedro Donadon Homem, Paulo Eduardo Santos, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi, Ramon Lopez de Mantaras
Publié dans: Artificial Intelligence, Numéro 283, 2020, Page(s) 103258, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2020.103258

On the Convergence of Stochastic Process Convergence Proofs

Auteurs: Sánchez-López, Borja; Cerquides, Jesus
Publié dans: Mathematics (MDPI), Numéro 9/13, 2021, Page(s) 1470, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math9131470

Knowledge Graphs

Auteurs: Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia D’amato, Gerard De Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann
Publié dans: ACM Computing Surveys, Numéro 54/4, 2021, Page(s) 1-37, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3447772

The Adaptive Nature of Text-Driven Law

Auteurs: Mireille Hildebrandt
Publié dans: Journal of Cross-Disciplinary Research in Computational Law, Numéro 1(1), 2021, ISSN 2736-4321
Éditeur: OJS/PKP

SkyPort: Investigating 3D Teleportation Methods in Virtual Environments

Auteurs: Andrii Matviienko Florian Müller Martin Schmitz Marco Fendrich Max Mühlhäuser
Publié dans: ACM Digital Library, Numéro 516, 2022, Page(s) 1-11, ISSN 1551-6857
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3491102.3501983

A Robust Solution to Variational Importance Sampling of Minimum Variance.

Auteurs: Jerónimo Hernández-González; Jesús Cerquides
Publié dans: Entropy, Numéro 22/12, 2020, Page(s) 1405, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22121405

Depth and direction effects in the prediction of static and shifted reaching goals from kinematics

Auteurs: Bosco Annalisa, Filippini Matteo, Borra Davide, Kirchner Elsa Andrea, Fattori Patrizia
Publié dans: Scientific Reports, Numéro 13, 2023, Page(s) 13(1):13115, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-023-40127-3

A Conceptual Probabilistic Framework for Annotation Aggregation of Citizen Science Data

Auteurs: Jesús Cerquides; Mehmet Oğuz Mülâyim; Jerónimo Hernández-González; Amudha Ravi Shankar; Jose Luis Fernandez-Marquez
Publié dans: Mathematics (MDPI), Numéro 9/8, 2021, Page(s) 875, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math9080875

Opinion formation on social networks with algorithmic bias: Dynamics and bias imbalance

Auteurs: Antonio F. Peralta; János Kertész; Gerardo Iñiguez
Publié dans: Journal of Physics: Complexity, Numéro 12, 2021, ISSN 2632-072X
Éditeur: IOP
DOI: 10.1088/2632-072x/ac340f

An inference problem in a mismatched setting: a spin-glass model with Mattis interaction

Auteurs: Francesco Camilli, Pierluigi Contucci, Emanuele Mingione
Publié dans: SciPost Phys., Numéro 12, 2022, Page(s) 125, ISSN 2542-4653
Éditeur: SciPost Foundation
DOI: 10.21468/scipostphys.12.4.125

In Sync: Exploring Synchronization to Increase Trust Between Humans and Non-humanoid Robots

Auteurs: Wiesław Bartkowski. Andrzej Nowak. Filip Ignacy Czajkowski. ALBRECHT SCHMIDT, Florian Müller
Publié dans: ACM Librarrry, 2023, Page(s) 1-14, ISSN 2834-5533
Éditeur: acm
DOI: 10.1145/3544548.3581193

Dynamics of ranking

Auteurs: ñiguez, G., Pineda, C., Gershenson, C, Barabaos, A-L.
Publié dans: Nature Communications, Numéro 13, 2022, Page(s) 1646, ISSN 2041-1723
Éditeur: Nature Publishing Group
DOI: 10.1038/s41467-022-29256-x

Value elicitation on a scenario of autonomous weapon system deployment: a qualitative study based on the value deliberation process.

Auteurs: Ilse Verdiesen; Virginia Dignum
Publié dans: AI and Ethics, Numéro 2, 2022, Page(s) 1-14, ISSN 2730-5961
Éditeur: Springer
DOI: 10.1007/s43681-022-00211-2

Laplacian paths in complex networks: Information core emerges from entropic transitions

Auteurs: Pablo Villegas, Andrea Gabrielli, Francesca Santucci, Guido Caldarelli, and Tommaso Gili
Publié dans: Phys. Rev. Research, Numéro 4/3, 2022, ISSN 2643-1564
Éditeur: American Physical Society
DOI: 10.1103/physrevresearch.4.033196

BikeAR: Understanding Cyclists’ Crossing Decision-Making at Uncontrolled Intersections using Augmented Reality

Auteurs: Andrii Matviienko, Florian Müller, Dominik Schön, Paul Seesemann, Sebastian Günther, Max Mühlhäuser
Publié dans: ACM Digital Library, Numéro 366, 2022, Page(s) 1-15, ISSN 1551-6857
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3491102.3517560

PAC-Bayes unleashed: generalisation bounds with unbounded losses

Auteurs: Maxime Haddouche, Benjamin Guedj, Omar Rivasplata, John Shawe-Taylor
Publié dans: Entropy, Numéro 23 (10), 2021, Page(s) 1330, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23101330

Revisiting Multi-Domain Machine Translation

Auteurs: MinhQuang Pham, Josep Maria Crego, François Yvon
Publié dans: Transactions of the Association for Computational Linguistics, Numéro 9, 2021, Page(s) 17-35, ISSN 2307-387X
Éditeur: ACL
DOI: 10.1162/tacl_a_00351

The effect of the pandemic on European narratives on smart cities and surveillance. Urban Studies

Auteurs: Biesaga, M., Domaradzka, A., Roszczyńska-Kurasińska, M., Talaga, S., & Nowak, A.
Publié dans: Urban Studies, Numéro 2023, 2023, Page(s) 21, ISSN 0042-0980
Éditeur: SAGE Publications Ltd

Budapest bicycle network growth; Manhattan bicycle network growth from Data-driven strategies for optimal bicycle network growth

Auteurs: Orozco, Luis Guillermo Natera; Battiston, Federico; I��iguez, Gerardo; Szell, Michael
Publié dans: Royal Society Open Science, Numéro 7, 2020, ISSN 2054-5703
Éditeur: Royal Society
DOI: 10.6084/m9.figshare.13336684.v1

Emergent spatial patterns of coexistence in species-rich plant communities.

Auteurs: Pablo Villegas; Tommaso Gili; Guido Caldarelli
Publié dans: Physical Review E, Numéro 104, 2021, Page(s) 034305, ISSN 2470-0053
Éditeur: American Physical Society
DOI: 10.1103/physreve.104.034305

Democracy by Design: Perspectives for Digitally Assisted, Participatory Upgrades of Society

Auteurs: Dirk Helbing, Sachit Mahajan, Regula Hanggli Frickerd, Andrea Musso, Carina Ines Hausladen, Cesare Carissimo, Dino Carpentras, Elisabeth Stockinger, Javier Argota Sanchez-Vaquerizo, Joshua Yang, Mark C. Ballandies, Marcin Korecki, Rohit Kumar Dubey, Evangelos Pournaras
Publié dans: Computational Social Science Journal, 2022, ISSN 1556-5068
Éditeur: Elsevier
DOI: 10.2139/ssrn.4266038

A privacy-preserving dialogue system based on argumentation

Auteurs: Bettina Fazzinga, Andrea Galassi, Paolo Torroni
Publié dans: intelligent Systems With Applications, Numéro 16, 2022, Page(s) A privacy-preserving dialogue system based on argumentation, ISSN 2667-3053
Éditeur: Elsevier
DOI: 10.1016/j.iswa.2022.200113

The physics of financial networks

Auteurs: Marco Bardoscia; Marco Bardoscia; Paolo Barucca; Stefano Battiston; Stefano Battiston; Fabio Caccioli; Fabio Caccioli; Giulio Cimini; Giulio Cimini; Diego Garlaschelli; Diego Garlaschelli; Fabio Saracco; Tiziano Squartini; Guido Caldarelli
Publié dans: Nature Review Physics, Numéro 3, 2021, Page(s) 490-507, ISSN 2522-5820
Éditeur: Nature Publishing Group
DOI: 10.5167/uzh-208604

Agents are dead. Long live agents!

Auteurs: Virginia Dignum, Frank Dignum
Publié dans: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, Numéro Proceedings, 2021
Éditeur: AAMAS

PAC-Bayes Analysis Beyond the Usual Bounds

Auteurs: Omar Rivasplata, Ilja Kuzborskij, Csaba Szepesvári, John Shawe-Taylor
Publié dans: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Numéro Proceedings, 2020
Éditeur: NeurIPS

Distance-Based Equilibria in Normal-Form Games

Auteurs: Erman Acar, Reshef Meir
Publié dans: AAAI 2020, Numéro Proceedings, 2021, Page(s) 1750-1757
Éditeur: AAAI

Value-Guided Synthesis of Parametric Normative Systems,

Auteurs: Nieves Montes , Carles Sierra
Publié dans: AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Numéro Proceedings, 2021, Page(s) 9ö7-915
Éditeur: AAMAS
DOI: 10.5555/3463952.3464060

On Sufficient and Necessary Conditions in Bounded CTL: A Forgetting Approach

Auteurs: Renyan Feng, Erman Acar, Stefan Schlobach, Yisong Wang, Wanwei Liu
Publié dans: Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), Numéro Proceedings, 2020, Page(s) 12-21
Éditeur: KR Inc.

Learning Ideological Embeddings from Information Cascades

Auteurs: Corrado Monti; Giuseppe Manco; Cigdem Aslay; Francesco Bonchi
Publié dans: CIKM, 2021, Page(s) 1325-1334
Éditeur: ACM
DOI: 10.1145/3459637.3482444

Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?

Auteurs: Maria Pérez Ortiz, Sahan Bulathwela, Claire Dormann, Meghana Verma, Stefan Kreitmayer, Richard Noss, John Shawe-Taylor, Yvonne Rogers, Emine Yilmaz
Publié dans: CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2022, Page(s) 90-101, ISBN 978-1-4503-9186-3
Éditeur: ACM
DOI: 10.1145/3498366.3505814

Hyper-parameter Optimization for Latent Spaces. Machine Learning and Knowledge Discovery in Databases

Auteurs: Bruno Veloso, Luciano Caroprese, Matthias König, Sónia Teixeira, Giuseppe Manco, Holger H. Hoos, João Gama
Publié dans: Lecture Notes in Computer Science 12977, Numéro Book, 2021, Page(s) 249-264, ISBN 978-3-030-86522-1
Éditeur: Spirnger

Toward Genre Adapted Closed Captioning

Auteurs: François Buet, François Yvon
Publié dans: Interspeech 2021, 2021, Page(s) 4403-4407
Éditeur: ISCA
DOI: 10.21437/interspeech.2021-1762

Revisiting the Notion of Extension over Incomplete Abstract Argumentation Framework

Auteurs: Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
Publié dans: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20), Numéro Proceedings, 2020, Page(s) 1712-1718
Éditeur: IJCAI

Adversarial Regularized Reconstruction for Anomaly Detection and Generation.

Auteurs: Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco
Publié dans: 21st International Conference on Data Mining, ICDM 2021, Numéro Proceedngs, 2021
Éditeur: University of Auckland, NZ

A Preliminary Evaluation of a Privacy-Preserving Dialogue System

Auteurs: Bettina Fazzinga, Andrea Galassi, Paolo Torroni
Publié dans: CEUR workshop proceedings, Numéro 3105, 2021, ISSN 1613-0073
Éditeur: ceur-ws.org

Dynamics of scientific collaboration networks due to academic migrations

Auteurs: Pavlos Paraskevopoulos; Chiara Boldrini; Andrea Passarella; Marco Conti
Publié dans: Social Informatics, Numéro LNCS vol. 12467, 2020, Page(s) 283-296, ISSN 1611-3349
Éditeur: Springer
DOI: 10.1007/978-3-030-60975-7_21

Reasoning over Argument-Incomplete AAFs in the Presence of Correlations

Auteurs: Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), Numéro Proceedings, 2021, Page(s) 189-195.
Éditeur: IJCAI

An Argumentative Dialogue System for COVID-19 Vaccine Information

Auteurs: Bettina Fazzinga; Bettina Fazzinga; Andrea Galassi; Paolo Torroni
Publié dans: Lecture Notes in Computer Science, Numéro 5, 2021, Page(s) 477-485, ISBN 9783030893903
Éditeur: Springer
DOI: 10.1007/978-3-030-89391-0_27

Multilingual SynSemClass for the Semantic Web (MSSW)

Auteurs: Fučíková, Eva; Urešová, Zdeňka; Declerck, Thierry; Hajič, Jan; Straková, Jana; Fernández-Alcaina, Cristina
Publié dans: HumanE AI Conference 2022, Numéro 18, 2022
Éditeur: (online)

Analyzing Differentiable Fuzzy Implications

Auteurs: Emile van Krieken, Erman Acar, Frank van Harmelen
Publié dans: Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), Numéro Proceedings, 2020, Page(s) 893-903
Éditeur: KR Inc.

"Structural invariants in individuals language use: the ""ego network"" of words"

Auteurs: Kilian Ollivier; Chiara Boldrini; Andrea Passarella; Marco Conti
Publié dans: Social Informatics, Numéro LNCS vol. 12467, 2020, Page(s) 267-282, ISSN 1611-3349
Éditeur: Springer
DOI: 10.1007/978-3-030-60975-7_20

Adapting User Interfaces with Model-based Reinforcement Learning

Auteurs: Kashyap Todi, Gilles Bailly, Luis Leiva, Antti Oulasvirta
Publié dans: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, Numéro Proceedings, 2021, Page(s) 1-13, ISBN 9781450380966
Éditeur: ACM
DOI: 10.1145/3411764.3445497

TicTacToes: Assessing Toe Movements as an Input Modality

Auteurs: Florian Müller, Daniel Schmitt, Andrii Matviienko, Dominik Schön, Sebastian Günther, Thomas Kosch, Martin Schmitz
Publié dans: CHI '23: CHI Conference on Human Factors in Computing System, 2023, Page(s) 1-17, ISBN 978-1-4503-9421-5
Éditeur: Association for Computing Machinery
DOI: 10.1145/3544548.3580954

Speaker adaptation for Wav2vec2 based dysarthric ASR

Auteurs: BASKAR Murali K., HERZIG Tim, NGUYEN Diana, DIEZ Sánchez Mireia, POLZEHL Tim, BURGET Lukáš and ČERNOCKÝ Jan.
Publié dans: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Numéro Proceedings of Interspeech - on-line, vol. 9, no. 9, ISSN 1990-9772, 2022, Page(s) 3403-3407
Éditeur: International Speech Communication Association
DOI: 10.21437/interspeech.2022-10896

Exemplars and counterexemplars explanations for image classifiers, targeting skin lesion labeling

Auteurs: Carlo Metta; Riccardo Guidotti; Yuan Yin; Patrick Gallinari; Salvatore Rinzivillo
Publié dans: ISCC 2021 - IEEE Symposium on Computers and Communications, Numéro 9, 2021, Page(s) 5-8, ISSN 2473-2001
Éditeur: IEEE
DOI: 10.1109/iscc53001.2021.9631485

Governance by Glass-Box: Implementing Transparent Moral Bounds for AI Behaviour

Auteurs: Andrea Aler Tubella, Andreas Theodorou, Frank Dignum, Virginia Dignum
Publié dans: 28th International Joint Conference on Artificial Intelligence (IJCAI-2019), Numéro Proceedings, 2020
Éditeur: IJCAI

A Unifying View On Task-oriented Dialogue Annotation

Auteurs: Hudeček, Vojtěch; Štancl, Daniel; Dušek, Ondřej; Schaub, Léon-Paul; Paroubek, Patrick
Publié dans: Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), Numéro 1, 2022, Page(s) 1286-1296, ISBN 979-10-95546-72-6
Éditeur: (online)

Making a Semantic Event-type Ontology Multilingual

Auteurs: Fučíková, Eva; Urešová, Zdeňka; Rehm, Georg; Hajič, Jan; Bourgonje, Peter; Zaczynska, Karolina
Publié dans: Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), Numéro 7, 2022, Page(s) 1332-1334, ISBN 979-10-95546-72-6
Éditeur: (online)

A Preliminary Evaluation of a Privacy-Preserving Dialogue System

Auteurs: Fazzinga, B.; Andrea Galassi; Torroni, P.
Publié dans: Scopus - Elsevier, Numéro 8, 2021, ISSN 1613-0073
Éditeur: (online)

Connected vehicle simulation framework for parking occupancy prediction (demo paper)

Auteurs: Pierpaolo Resce, Lukas Vorwerk, Zhiwei Han, Giuliano Cornacchia, Omid Isfahani Alamdari, Mirco Nanni, Luca Pappalardo, Daniel Weimer, Yuanting Liu
Publié dans: SIGSPATIAL '22: The 30th International Conference on Advances in Geographic Information Systems, 2022, Page(s) 1-4, ISBN 978-1-4503-9529-8
Éditeur: Association for Computing Machinery
DOI: 10.1145/3557915.3560995

PAC-Bayesian Bound for the Conditional Value at Risk

Auteurs: Zakaria Mhammedi, Benjamin Guedj, Robert C. Williamson
Publié dans: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Numéro Proccedings, 2020
Éditeur: NeurIPS

Towards a Competence-Based Approach to Allocate Teams to Tasks

Auteurs: Athina Georgara, Juan A. Rodriguez-Aguilar, Carles Sierra
Publié dans: AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems,, Numéro Proceedings, 2021, Page(s) 1504–1506
Éditeur: AAMAS
DOI: 10.5555/3463952.3464140

Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution

Auteurs: S. Bulathwela, M. Pérez-Ortiz, C. Holloway, J. Shawe-Taylor
Publié dans: NeurIPS workshop on ML for the Developing World,, 2021
Éditeur: Cornell University
DOI: 10.48550/arxiv.2112.02034

Structural Models of Human Social Interactions in Online Smart Communities: the Case of Region-based Journalists on Twitter

Auteurs: Toprak, Mustafa; Boldrini, Chiara; Passarella, Andrea; Conti, Marco
Publié dans: ZENODO, Numéro 6, 2021
Éditeur: zenodo
DOI: 10.5281/zenodo.4652495

An Argumentative Dialogue System for COVID-19 Vaccine Information

Auteurs: Fazzinga, Bettina; Galassi, Andrea; Torroni, Paolo
Publié dans: ArXiv, Numéro 10, 2021, ISSN 2331-8422
Éditeur: Cornell University
DOI: 10.48550/arxiv.2107.12079

Automatic Scoring of Dream Reports' Emotional Content with Large Language Models

Auteurs: Bertolini, Lorenzo; Elce, Valentina; Michalak, Adriana; Bernardi, Giulio; Weeds, Julie
Publié dans: ArXiv, 2023, ISSN 2331-8422
Éditeur: Cornell University
DOI: 10.48550/arxiv.2302.14828

Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems

Auteurs: S. Bulathwela, M. Pérez-Ortiz, E. Yilmaz, J. Shawe-Taylor
Publié dans: KGSWC'21 Workshop on Joint Use of Probabilistic Graphical Models and Ontologies, 2021, 2021
Éditeur: Cornell University
DOI: 10.48550/arxiv.2112.04368

Identifying tax evasion in Mexico with tools from network science and machine learning

Auteurs: Zumaya, Martin; Guerrero, Rita; Islas, Eduardo; Pineda, Omar; Gershenson, Carlos; I��iguez, Gerardo; Pineda, Carlos
Publié dans: Social and Information Networks, arXiv, Numéro 9, 2021, ISSN 2331-8422
Éditeur: Cornell University
DOI: 10.48550/arxiv.2104.13353

X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI

Auteurs: Maria Perez-Ortiz, Claire Dormann, Yvonne Rogers, Sahan Bulathwela, Stefan Kreitmayer, Emine Yilmaz, Richard Noss, John Shawe-Taylor
Publié dans: IUI '21: 26th International Conference on Intelligent User Interfaces, 2021, Page(s) 70.74, ISBN 978-1-4503-8018-8
Éditeur: ACM
DOI: 10.1145/3397482.3450721

UndoPort: Exploring the Influence of Undo-Actions for Locomotion in Virtual Reality on the Efficiency, Spatial Understanding and User Experience

Auteurs: Florian Müller, Arantxa Ye, Dominik Schön, Julian Rasch
Publié dans: CHI '23: CHI Conference on Human Factors in Computing Systems, 2023, Page(s) 1-15, ISBN 978-1-4503-9421-5
Éditeur: Association for Computing Machinery
DOI: 10.1145/3544548.3581557

Annotation guidelines for German verbal synonyms included in SynSemClass Lexicon

Auteurs: Hajič, Jan; Fučíková, Eva; Urešová, Zdeňka; Zaczynska, Karolina
Publié dans: technical report, 2021, Page(s) 1-25, ISSN 1214-5521
Éditeur: (online)

Progress in Self-Certified Neural Networks

Auteurs: M. Perez-Ortiz, O. Rivasplata, E. Parrado-Hernandez, B. Guedj, J. Shawe-Taylor
Publié dans: NeurIPS workshop on Bayesian Deep Learnin, 2021
Éditeur: Cornell University
DOI: 10.48550/arxiv.2111.07737

The Myth of Complete AI-Fairness

Auteurs: Virginia Dignum
Publié dans: Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings, Numéro 12721, 2021, Page(s) 3-8, ISBN 978-3-030-77210-9
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-77211-6_1

Embedding the Trust Degrees of Agents in Abstract Argumentation

Auteurs: Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
Publié dans: ECAI 2020, Numéro Book, 2020, Page(s) 737 - 744
Éditeur: IOS Press
DOI: 10.3233/faia200161

Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers

Auteurs: Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
Publié dans: HHAI2022: Augmenting Human Intellect, 2022, Page(s) 258-260, ISBN 978-1-64368-309-6
Éditeur: IOS Press
DOI: 10.3233/faia220209

The Issue of Bias. The Framing Powers of Machine Learning

Auteurs: Mireille Hildebrandt
Publié dans: Machines We Trust Perspectives on Dependable AI, Numéro Book, 2021
Éditeur: MIT Press

Code-Driven Law: Freezing the Future and Scaling the Past

Auteurs: Mireille Hildebrandt
Publié dans: Is Law Computable?: Critical Perspectives on Law and Artificial Intelligence, Numéro Book, 2020, ISBN 9781509937066
Éditeur: Hart Publishing

Recherche de données OpenAIRE...

Livrables

Publications

Partager cette page

Télécharger