HumanE AI Network

Deliverables

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

Author(s): 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
Published in: Computer, Issue 53/8, 2020, Page(s) 18-28, ISSN 0018-9162
Publisher: 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

Author(s): Lin Wan , Hristijan Gjoreski, Mathias Ciliberto, Paula Lago. Kazuya Murao, Tsuyoshi Okita. Daniel Roggen
Published in: Front. Comput. Sci., Issue 3, 2021, Page(s) 1-24., ISSN 2624-9898
Publisher: Frontiers Media
DOI: 10.3389/fcomp.2021.713719

The role of artificial intelligence in achieving the Sustainable Development Goals

Author(s): Ricardo Vinuesa, Hossein Azizpour, Iolanda Leite, Madeline Balaam, Virginia Dignum, Sami Domisch, Anna Felländer, Simone Daniela Langhans, Max Tegmark, Francesco Fuso Nerini
Published in: Nature Communications, Issue 11/1, 2020, ISSN 2041-1723
Publisher: 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

Author(s): Mathias Ciliberto1, Vitor Fortes Rey, Alberto Calatroni, Paul Lukowicz, Daniel Roggen
Published in: Front. Comput. Sci, Issue 3, 2021, ISSN 2624-9898
Publisher: Frontiers Media
DOI: 10.3389/fcomp.2021.792065

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

Author(s): Andrew Fuchs; Andrea Passarella; Marco Conti
Published in: Sensors, Issue 23/7, 2023, Page(s) 3409, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23073409

Analytical and Numerical Treatment of Continuous Ageing in the Voter Model

Author(s): Joseph W. Baron; Antonio F. Peralta; Tobias Galla; Raúl Toral
Published in: Entropy, Issue 24/10, 2022, ISSN 1099-4300
Publisher: 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]

Author(s): Bettina Fazzinga; Sergio Flesca; Filippo Furfaro; Luigi Pontieri
Published in: Information Systems, Issue 110, 2022, Page(s) 102103, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2022.102103

Laplacian renormalization group for heterogeneous networks

Author(s): Pablo Villegas; Tommaso Gili; Guido Caldarelli; Andrea Gabrielli
Published in: Nature Physics, Issue 19, 2023, Page(s) 445–450, ISSN 1745-2473
Publisher: Nature Publishing Group
DOI: 10.1038/s41567-022-01866-8

Analyzing Differentiable Fuzzy Logic Operators

Author(s): Emile van Krieken, Erman Acar, Frank van Harmelen
Published in: Artificial Intelligence, 2021, Page(s) 103602, ISSN 0004-3702
Publisher: Elsevier BV
DOI: 10.1016/j.artint.2021.103602

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

Author(s): Pierluigi Contucci , János Kertész , Godwin Osabutey
Published in: PLos ONE, Issue 17/5, 2022, Page(s) 1-12, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0267310

Optimising cost vs accuracy of decentralised analytics in fog computing environments

Author(s): Lorenzo Valerio; Andrea Passarella; Marco Conti
Published in: IEEE Transactions on Network Science and Engineering, Issue 3, 2021, ISSN 0018-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnse.2021.3101986

A perspective on complexity and networks science

Author(s): Guido Caldarelli; Guido Caldarelli
Published in: Journal of Physics: Complexity, Issue 2, 2020, ISSN 2632-072X
Publisher: IOP
DOI: 10.1088/2632-072x/ab9a24

Socioeconomic biases in urban mixing patterns of US metropolitan areas

Author(s): Hilman, R.M., Iñiguez, G. & Karsai, M.
Published in: EPJ Data Science, Issue 11/32, 2022, ISSN 2193-1127
Publisher: Sprinrger
DOI: 10.1140/epjds/s13688-022-00341-x

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

Author(s): Guido Caldarelli; Guido Caldarelli; Rocco De Nicola; Marinella Petrocchi; Marinella Petrocchi; Manuel Pratelli; Fabio Saracco
Published in: EPJ Data Science, Issue 10, 2021, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/epjds/s13688-021-00289-4

Learning GUI Completions with User-defined Constraints

Author(s): Lukas Brückner, Luis A. Leiva, Antti Oulasvirta
Published in: ACM Transactions on Interactive Intelligent Systems, Issue 12/1, 2022, ISSN 2160-6455
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3490034

True scale-free networks hidden by finite size effects.

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

Italian Twitter semantic network during the Covid-19 epidemic.

Author(s): Mattia Mattei; Guido Caldarelli; Tiziano Squartini; Fabio Saracco
Published in: EPJ Data Science, Issue 10, 2021, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/epjds/s13688-021-00301-x

Temporal patterns of reciprocity in communication networks

Author(s): https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00382-w
Published in: EPJ Data Science, Issue 12/7, 2023, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/epjds/s13688-023-00382-w

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

Author(s): Sebastian M. Krause; Hrvoje Štefančić; Guido Caldarelli; Guido Caldarelli; Vinko Zlatić
Published in: Physical Review E, Issue 103, 2021, ISSN 2470-0053
Publisher: APS
DOI: 10.1103/physreve.103.042304

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

Author(s): Virginia Dignum
Published in: Nature, Issue 593/7860, 2021, Page(s) 499-500, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/d41586-021-01397-x

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

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

Data-driven strategies for optimal bicycle network growth.

Author(s): Luis Guillermo Natera Orozco; Federico Battiston; Gerardo Iñiguez; Gerardo Iñiguez; Gerardo Iñiguez; Michael Szell; Michael Szell
Published in: Royal Society Open Science, Issue 7 (12), 2020, Page(s) 201130, ISSN 2054-5703
Publisher: Royal Society
DOI: 10.1098/rsos.201130

Knowledge Graphs

Author(s): 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.
Published in: ACM Computing Surveys, Issue 54/4, 2022, Page(s) 1-37, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3447772

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

Author(s): Jack Tacchi, Chiara Boldrini, Andrea Passarella, Marco Conti
Published in: WWW '23 Companion: Companion Proceedings of the ACM Web Conference, 2023, ISSN 1542-7730
Publisher: 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

Author(s): Rana Tallal Javed Osama Nasir Melania Borit Loïs Vanhée Elias Zea Shivam Gupta Ricardo Vinuesa Junaid Qadir
Published in: Journal of Artificial Intelligence Research, Issue 73, 2022, ISSN 1076-9757
Publisher: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13550

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

Author(s): Sartori, Laura; Theodorou, Andreas
Published in: Ethics of Information Technology, Issue 5, 2022, ISSN 1572-8439
Publisher: Springer
DOI: 10.1007/s10676-022-09624-3

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

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

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

Author(s): Francesco Folino, Luigi Pontieri
Published in: Journal on Data Semantics, 2021, ISSN 1861-2040
Publisher: Springer
DOI: 10.1007/s13740-021-00121-2

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

Author(s): Yohsuke Murase; Hang-Hyun Jo; János Török; János Török; János Török; János Kertész; János Kertész; Kimmo Kaski; Kimmo Kaski
Published in: Frontiers in Big Data, Issue 4, 2021, Page(s) 739081, ISSN 2624-909X
Publisher: Frontiers
DOI: 10.3389/fdata.2021.739081

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

Author(s): Roszczynska-Kurasinska, Magdalena; Talaga, Szymon; Biesaga, Mikolaj; Nowak, Andrzej; Domaradzka, Anna
Published in: Urban Studies, Issue 40, 2023, Page(s) 21, ISSN 0042-0980
Publisher: SAGE Publications Ltd
DOI: 10.1177/00420980221138317

Machine learning methods for generating high dimensional discrete datasets

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

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

Author(s): Antonio F. Peralta; Matteo Neri; János Kertész; Gerardo Iñiguez; Gerardo Iñiguez; Gerardo Iñiguez
Published in: Physical Review E, Issue 104, 2021, ISSN 2470-0053
Publisher: APS
DOI: 10.1103/physreve.104.044312

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

Author(s): Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Luigi Pontieri
Published in: Information Systems, Issue 107, 2022, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2022.101987

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

Author(s): Andrea Aler Tubella, Flavia Barsotti, Rüya Gökhan Koçer, Julian Alfredo Mendez
Published in: Ethics and Information Technology, Issue 24, 2022, ISSN 1388-1957
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10676-022-09636-z

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

Author(s): Lois Vanhée, Melania Borit
Published in: Journal of Artificial Intelligence Research, Issue 73, 2022, ISSN 1076-9757
Publisher: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13135

The ambiguity of nestedness under soft and hard constraints

Author(s): Matteo Bruno; Fabio Saracco; Diego Garlaschelli; Diego Garlaschelli; Claudio J. Tessone; Guido Caldarelli
Published in: Nature Scientific Reports, Issue 10/1, 2020, Page(s) 1-13, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.5167/uzh-194402

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

Author(s): Loris Bozzato, Thomas Eiter, Rafael Kiesel
Published in: Theory anf Practice of Logic Programming, Issue 21, 2021, ISSN 1471-0684
Publisher: Cambridge University Press
DOI: 10.1017/s1471068421000284

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

Author(s): Pavlos Paraskevopoulos; Chiara Boldrini; Andrea Passarella; Marco Conti
Published in: Applied Network Science, Issue 6/1, 2021, Page(s) 1-35, ISSN 2364-8228
Publisher: Springer
DOI: 10.1007/s41109-021-00369-4

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

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

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

Author(s): Leila Methnani; Andrea Aler Tubella; Virginia Dignum; Andreas Theodorou
Published in: Frontiers in Artificial Intelligence, Issue 4, 2021, Page(s) 737072, ISSN 2624-8212
Publisher: Frontiers
DOI: 10.3389/frai.2021.737072

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

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

Human-centered AI and robotics

Author(s): Stephane Doncieux; Raja Chatila; Sirko Straube; Frank Kirchner
Published in: AI Perspectives, Issue 4/1, 2022, Page(s) 1-14, ISSN 2523-398X
Publisher: Springer
DOI: 10.1186/s42467-021-00014-x

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

Author(s): Valerio, Lorenzo; Nardini, Franco Maria; Passarella, Andrea; Perego, Raffaele
Published in: Journal of network and computer applications, Issue 200, 2022, ISSN 1084-8045
Publisher: Academic Press
DOI: 10.1016/j.jnca.2021.103330

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

Author(s): Laura Sartori, Giulia Bocca
Published in: Artificial Intelligence and Society, 2022, ISSN 0951-5666
Publisher: Springer Verlag
DOI: 10.1007/s00146-022-01422-1

The Solution of the Deep Boltzmann Machine on the Nishimori Line

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

Smart technologies

Author(s): Mireille Hildebrandt
Published in: Internet Policy Review, Issue 9/4, 2020, ISSN 2197-6775
Publisher: https://policyreview.info
DOI: 10.14763/2020.4.1531

A First Approach to Closeness Distributions

Author(s): Jesus Cerquides
Published in: Mathematics, Issue 9(23), 2021, Page(s) 3112, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math9233112

A Chemical Analysis of Hybrid Economic Systems—Tokens and Money

Author(s): Anabele-Linda Pardi, Mario Paolucci
Published in: Msthematics, Issue 9/20, 2021, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math9202607

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

Author(s): "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."
Published in: PLoS ONE, 2021, ISSN 1932-6203
Publisher: 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

Author(s): Mireille Hildebrandt
Published in: Frrontiers in Artificial Intelligence, 2022, ISSN 2624-8212
Publisher: Frontiers
DOI: 10.3389/frai.2022.789076

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

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

Multi-Fidelity Bayesian Optimization with Unreliable Information Sources

Author(s): Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Published in: AISTATS 2023, 2022, ISSN 2262-6891
Publisher: Cornell University
DOI: 10.48550/arxiv.2210.13937

Evaluating local explanation methods on ground truth

Author(s): Riccardo Guidotti; Riccardo Guidotti
Published in: Artificial Intelligence, Issue 291, 2021, Page(s) 2021-2016, ISSN 0004-3702
Publisher: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

A choices framework for the responsible use of AI

Author(s): Richard Benjamins
Published in: AI and Ethics, Issue 1/1, 2021, Page(s) 49-53, ISSN 2730-5953
Publisher: Springer
DOI: 10.1007/s43681-020-00012-5

Modeling, Replicating, and Predicting Human Behavior: A Survey

Author(s): Andrew Fuchs, Andrea Passarella, Marco Conti
Published in: ACM Transactions on Autonomous and Adaptive Systems, Issue 18/2, 2023, Page(s) 1-47, ISSN 1556-4665
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3580492

Qualitative case-based reasoning and learning

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

On the Convergence of Stochastic Process Convergence Proofs

Author(s): Sánchez-López, Borja; Cerquides, Jesus
Published in: Mathematics (MDPI), Issue 9/13, 2021, Page(s) 1470, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math9131470

Knowledge Graphs

Author(s): 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
Published in: ACM Computing Surveys, Issue 54/4, 2021, Page(s) 1-37, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3447772

The Adaptive Nature of Text-Driven Law

Author(s): Mireille Hildebrandt
Published in: Journal of Cross-Disciplinary Research in Computational Law, Issue 1(1), 2021, ISSN 2736-4321
Publisher: OJS/PKP

SkyPort: Investigating 3D Teleportation Methods in Virtual Environments

Author(s): Andrii Matviienko Florian Müller Martin Schmitz Marco Fendrich Max Mühlhäuser
Published in: ACM Digital Library, Issue 516, 2022, Page(s) 1-11, ISSN 1551-6857
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3491102.3501983

A Robust Solution to Variational Importance Sampling of Minimum Variance.

Author(s): Jerónimo Hernández-González; Jesús Cerquides
Published in: Entropy, Issue 22/12, 2020, Page(s) 1405, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22121405

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

Author(s): Bosco Annalisa, Filippini Matteo, Borra Davide, Kirchner Elsa Andrea, Fattori Patrizia
Published in: Scientific Reports, Issue 13, 2023, Page(s) 13(1):13115, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-40127-3

A Conceptual Probabilistic Framework for Annotation Aggregation of Citizen Science Data

Author(s): Jesús Cerquides; Mehmet Oğuz Mülâyim; Jerónimo Hernández-González; Amudha Ravi Shankar; Jose Luis Fernandez-Marquez
Published in: Mathematics (MDPI), Issue 9/8, 2021, Page(s) 875, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math9080875

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

Author(s): Antonio F. Peralta; János Kertész; Gerardo Iñiguez
Published in: Journal of Physics: Complexity, Issue 12, 2021, ISSN 2632-072X
Publisher: IOP
DOI: 10.1088/2632-072x/ac340f

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

Author(s): Francesco Camilli, Pierluigi Contucci, Emanuele Mingione
Published in: SciPost Phys., Issue 12, 2022, Page(s) 125, ISSN 2542-4653
Publisher: SciPost Foundation
DOI: 10.21468/scipostphys.12.4.125

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

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

Dynamics of ranking

Author(s): ñiguez, G., Pineda, C., Gershenson, C, Barabaos, A-L.
Published in: Nature Communications, Issue 13, 2022, Page(s) 1646, ISSN 2041-1723
Publisher: 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.

Author(s): Ilse Verdiesen; Virginia Dignum
Published in: AI and Ethics, Issue 2, 2022, Page(s) 1-14, ISSN 2730-5961
Publisher: Springer
DOI: 10.1007/s43681-022-00211-2

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

Author(s): Pablo Villegas, Andrea Gabrielli, Francesca Santucci, Guido Caldarelli, and Tommaso Gili
Published in: Phys. Rev. Research, Issue 4/3, 2022, ISSN 2643-1564
Publisher: American Physical Society
DOI: 10.1103/physrevresearch.4.033196

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

Author(s): Andrii Matviienko, Florian Müller, Dominik Schön, Paul Seesemann, Sebastian Günther, Max Mühlhäuser
Published in: ACM Digital Library, Issue 366, 2022, Page(s) 1-15, ISSN 1551-6857
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3491102.3517560

PAC-Bayes unleashed: generalisation bounds with unbounded losses

Author(s): Maxime Haddouche, Benjamin Guedj, Omar Rivasplata, John Shawe-Taylor
Published in: Entropy, Issue 23 (10), 2021, Page(s) 1330, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23101330

Revisiting Multi-Domain Machine Translation

Author(s): MinhQuang Pham, Josep Maria Crego, François Yvon
Published in: Transactions of the Association for Computational Linguistics, Issue 9, 2021, Page(s) 17-35, ISSN 2307-387X
Publisher: ACL
DOI: 10.1162/tacl_a_00351

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

Author(s): Biesaga, M., Domaradzka, A., Roszczyńska-Kurasińska, M., Talaga, S., & Nowak, A.
Published in: Urban Studies, Issue 2023, 2023, Page(s) 21, ISSN 0042-0980
Publisher: SAGE Publications Ltd

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

Author(s): Orozco, Luis Guillermo Natera; Battiston, Federico; I��iguez, Gerardo; Szell, Michael
Published in: Royal Society Open Science, Issue 7, 2020, ISSN 2054-5703
Publisher: Royal Society
DOI: 10.6084/m9.figshare.13336684.v1

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

Author(s): Pablo Villegas; Tommaso Gili; Guido Caldarelli
Published in: Physical Review E, Issue 104, 2021, Page(s) 034305, ISSN 2470-0053
Publisher: American Physical Society
DOI: 10.1103/physreve.104.034305

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

Author(s): 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
Published in: Computational Social Science Journal, 2022, ISSN 1556-5068
Publisher: Elsevier
DOI: 10.2139/ssrn.4266038

A privacy-preserving dialogue system based on argumentation

Author(s): Bettina Fazzinga, Andrea Galassi, Paolo Torroni
Published in: intelligent Systems With Applications, Issue 16, 2022, Page(s) A privacy-preserving dialogue system based on argumentation, ISSN 2667-3053
Publisher: Elsevier
DOI: 10.1016/j.iswa.2022.200113

The physics of financial networks

Author(s): 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
Published in: Nature Review Physics, Issue 3, 2021, Page(s) 490-507, ISSN 2522-5820
Publisher: Nature Publishing Group
DOI: 10.5167/uzh-208604

Agents are dead. Long live agents!

Author(s): Virginia Dignum, Frank Dignum
Published in: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, Issue Proceedings, 2021
Publisher: AAMAS

PAC-Bayes Analysis Beyond the Usual Bounds

Author(s): Omar Rivasplata, Ilja Kuzborskij, Csaba Szepesvári, John Shawe-Taylor
Published in: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Issue Proceedings, 2020
Publisher: NeurIPS

Distance-Based Equilibria in Normal-Form Games

Author(s): Erman Acar, Reshef Meir
Published in: AAAI 2020, Issue Proceedings, 2021, Page(s) 1750-1757
Publisher: AAAI

Value-Guided Synthesis of Parametric Normative Systems,

Author(s): Nieves Montes , Carles Sierra
Published in: AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Issue Proceedings, 2021, Page(s) 9ö7-915
Publisher: AAMAS
DOI: 10.5555/3463952.3464060

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

Author(s): Renyan Feng, Erman Acar, Stefan Schlobach, Yisong Wang, Wanwei Liu
Published in: Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), Issue Proceedings, 2020, Page(s) 12-21
Publisher: KR Inc.

Learning Ideological Embeddings from Information Cascades

Author(s): Corrado Monti; Giuseppe Manco; Cigdem Aslay; Francesco Bonchi
Published in: CIKM, 2021, Page(s) 1325-1334
Publisher: ACM
DOI: 10.1145/3459637.3482444

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

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

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

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

Toward Genre Adapted Closed Captioning

Author(s): François Buet, François Yvon
Published in: Interspeech 2021, 2021, Page(s) 4403-4407
Publisher: ISCA
DOI: 10.21437/interspeech.2021-1762

Revisiting the Notion of Extension over Incomplete Abstract Argumentation Framework

Author(s): Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
Published in: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20), Issue Proceedings, 2020, Page(s) 1712-1718
Publisher: IJCAI

Adversarial Regularized Reconstruction for Anomaly Detection and Generation.

Author(s): Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco
Published in: 21st International Conference on Data Mining, ICDM 2021, Issue Proceedngs, 2021
Publisher: University of Auckland, NZ

A Preliminary Evaluation of a Privacy-Preserving Dialogue System

Author(s): Bettina Fazzinga, Andrea Galassi, Paolo Torroni
Published in: CEUR workshop proceedings, Issue 3105, 2021, ISSN 1613-0073
Publisher: ceur-ws.org

Dynamics of scientific collaboration networks due to academic migrations

Author(s): Pavlos Paraskevopoulos; Chiara Boldrini; Andrea Passarella; Marco Conti
Published in: Social Informatics, Issue LNCS vol. 12467, 2020, Page(s) 283-296, ISSN 1611-3349
Publisher: Springer
DOI: 10.1007/978-3-030-60975-7_21

Reasoning over Argument-Incomplete AAFs in the Presence of Correlations

Author(s): Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
Published in: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), Issue Proceedings, 2021, Page(s) 189-195.
Publisher: IJCAI

An Argumentative Dialogue System for COVID-19 Vaccine Information

Author(s): Bettina Fazzinga; Bettina Fazzinga; Andrea Galassi; Paolo Torroni
Published in: Lecture Notes in Computer Science, Issue 5, 2021, Page(s) 477-485, ISBN 9783030893903
Publisher: Springer
DOI: 10.1007/978-3-030-89391-0_27

Multilingual SynSemClass for the Semantic Web (MSSW)

Author(s): Fučíková, Eva; Urešová, Zdeňka; Declerck, Thierry; Hajič, Jan; Straková, Jana; Fernández-Alcaina, Cristina
Published in: HumanE AI Conference 2022, Issue 18, 2022
Publisher: (online)

Analyzing Differentiable Fuzzy Implications

Author(s): Emile van Krieken, Erman Acar, Frank van Harmelen
Published in: Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), Issue Proceedings, 2020, Page(s) 893-903
Publisher: KR Inc.

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

Author(s): Kilian Ollivier; Chiara Boldrini; Andrea Passarella; Marco Conti
Published in: Social Informatics, Issue LNCS vol. 12467, 2020, Page(s) 267-282, ISSN 1611-3349
Publisher: Springer
DOI: 10.1007/978-3-030-60975-7_20

Adapting User Interfaces with Model-based Reinforcement Learning

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

TicTacToes: Assessing Toe Movements as an Input Modality

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

Speaker adaptation for Wav2vec2 based dysarthric ASR

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

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

Author(s): Carlo Metta; Riccardo Guidotti; Yuan Yin; Patrick Gallinari; Salvatore Rinzivillo
Published in: ISCC 2021 - IEEE Symposium on Computers and Communications, Issue 9, 2021, Page(s) 5-8, ISSN 2473-2001
Publisher: IEEE
DOI: 10.1109/iscc53001.2021.9631485

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

Author(s): Andrea Aler Tubella, Andreas Theodorou, Frank Dignum, Virginia Dignum
Published in: 28th International Joint Conference on Artificial Intelligence (IJCAI-2019), Issue Proceedings, 2020
Publisher: IJCAI

A Unifying View On Task-oriented Dialogue Annotation

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

Making a Semantic Event-type Ontology Multilingual

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

A Preliminary Evaluation of a Privacy-Preserving Dialogue System

Author(s): Fazzinga, B.; Andrea Galassi; Torroni, P.
Published in: Scopus - Elsevier, Issue 8, 2021, ISSN 1613-0073
Publisher: (online)

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

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

PAC-Bayesian Bound for the Conditional Value at Risk

Author(s): Zakaria Mhammedi, Benjamin Guedj, Robert C. Williamson
Published in: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Issue Proccedings, 2020
Publisher: NeurIPS

Towards a Competence-Based Approach to Allocate Teams to Tasks

Author(s): Athina Georgara, Juan A. Rodriguez-Aguilar, Carles Sierra
Published in: AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems,, Issue Proceedings, 2021, Page(s) 1504–1506
Publisher: AAMAS
DOI: 10.5555/3463952.3464140

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

Author(s): S. Bulathwela, M. Pérez-Ortiz, C. Holloway, J. Shawe-Taylor
Published in: NeurIPS workshop on ML for the Developing World,, 2021
Publisher: 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

Author(s): Toprak, Mustafa; Boldrini, Chiara; Passarella, Andrea; Conti, Marco
Published in: ZENODO, Issue 6, 2021
Publisher: zenodo
DOI: 10.5281/zenodo.4652495

An Argumentative Dialogue System for COVID-19 Vaccine Information

Author(s): Fazzinga, Bettina; Galassi, Andrea; Torroni, Paolo
Published in: ArXiv, Issue 10, 2021, ISSN 2331-8422
Publisher: Cornell University
DOI: 10.48550/arxiv.2107.12079

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

Author(s): Bertolini, Lorenzo; Elce, Valentina; Michalak, Adriana; Bernardi, Giulio; Weeds, Julie
Published in: ArXiv, 2023, ISSN 2331-8422
Publisher: Cornell University
DOI: 10.48550/arxiv.2302.14828

Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems

Author(s): S. Bulathwela, M. Pérez-Ortiz, E. Yilmaz, J. Shawe-Taylor
Published in: KGSWC'21 Workshop on Joint Use of Probabilistic Graphical Models and Ontologies, 2021, 2021
Publisher: Cornell University
DOI: 10.48550/arxiv.2112.04368

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

Author(s): Zumaya, Martin; Guerrero, Rita; Islas, Eduardo; Pineda, Omar; Gershenson, Carlos; I��iguez, Gerardo; Pineda, Carlos
Published in: Social and Information Networks, arXiv, Issue 9, 2021, ISSN 2331-8422
Publisher: Cornell University
DOI: 10.48550/arxiv.2104.13353

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

Author(s): Maria Perez-Ortiz, Claire Dormann, Yvonne Rogers, Sahan Bulathwela, Stefan Kreitmayer, Emine Yilmaz, Richard Noss, John Shawe-Taylor
Published in: IUI '21: 26th International Conference on Intelligent User Interfaces, 2021, Page(s) 70.74, ISBN 978-1-4503-8018-8
Publisher: 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

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

Annotation guidelines for German verbal synonyms included in SynSemClass Lexicon

Author(s): Hajič, Jan; Fučíková, Eva; Urešová, Zdeňka; Zaczynska, Karolina
Published in: technical report, 2021, Page(s) 1-25, ISSN 1214-5521
Publisher: (online)

Progress in Self-Certified Neural Networks

Author(s): M. Perez-Ortiz, O. Rivasplata, E. Parrado-Hernandez, B. Guedj, J. Shawe-Taylor
Published in: NeurIPS workshop on Bayesian Deep Learnin, 2021
Publisher: Cornell University
DOI: 10.48550/arxiv.2111.07737

The Myth of Complete AI-Fairness

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

Embedding the Trust Degrees of Agents in Abstract Argumentation

Author(s): Bettina Fazzinga, Sergio Flesca, Filippo Furfaro
Published in: ECAI 2020, Issue Book, 2020, Page(s) 737 - 744
Publisher: IOS Press
DOI: 10.3233/faia200161

Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers

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

The Issue of Bias. The Framing Powers of Machine Learning

Author(s): Mireille Hildebrandt
Published in: Machines We Trust Perspectives on Dependable AI, Issue Book, 2021
Publisher: MIT Press

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

Author(s): Mireille Hildebrandt
Published in: Is Law Computable?: Critical Perspectives on Law and Artificial Intelligence, Issue Book, 2020, ISBN 9781509937066
Publisher: Hart Publishing

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