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NeHuAI@ECAI 2020: Santiago de Compostela, Spain
- Alessandro Saffiotti, Luciano Serafini, Paul Lukowicz:
Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostella, Spain, September 4, 2020. CEUR Workshop Proceedings 2659, CEUR-WS.org 2020
Session "AI and humans"
- Thomas Hellström, Virginia Dignum, Suna Bensch:
Bias in machine learning - what is it good for? 3-10 - Luc Steels:
Personal dynamic memories are necessary to deal with meaning and understanding in human-centric AI. 11-16
Session "Explainable AI"
- Ioannis Mollas
, Nick Bassiliades, Ioannis P. Vlahavas, Grigorios Tsoumakas:
LionForests: local interpretation of random forests. 17-24 - Peter Schüller:
A new OWLAPI interface for HEX-programs applied to explaining contingencies in production planning. 25-31
Session "Collaborative AI"
- Alberto Sanfeliu, Anais Garrell, Ely Repiso:
Collaborative-AI: social robots accompanying and approaching people. 33-37 - Alessandro Saffiotti, Peter Fögel, Peter Knudsen, Luis de Miranda, Oscar Thörn:
On human-AI collaboration in artistic performance. 38-43
Session "Integrative AI"
- Fabrizio Detassis, Michele Lombardi, Michela Milano:
Teaching the old dog new tricks: supervised learning with constraints. 44-51 - Mattia Silvestri, Michele Lombardi, Michela Milano:
Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem. 52-58
Short papers
- Frank Dignum, Virginia Dignum:
How to center AI on humans. 59-62 - Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh:
Identifying the "right" level of explanation in a given situation. 63-66 - Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker:
Opening the software engineering toolbox for the assessment of trustworthy AI. 67-70 - Giuseppe Marra, Francesco Giannini, Lapo Faggi, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Inference in relational neural machines. 71-74 - Stefan Leijnen, Huib Aldewereld, Rudy van Belkom, Roland Bijvank, Roelant Ossewaarde:
An agile framework for trustworthy AI. 75-78 - Michele Persiani, Maitreyee Tewari:
Mediating joint intention with a dialogue management system. 79-82 - Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised vehicle counting via multiple camera domain adaptation. 82-85
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