Dr. F.P. (Fernando) Pascoal Dos Santos
Faculteit der Natuurwetenschappen, Wiskunde en Informatica
Informatics Institute
Bezoekadres
- Science Park 904
- Kamernummer: L5.11
Postadres
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Postbus 94323
1090 GH Amsterdam
Contactgegevens
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Publicaties
2024
Choquette-Levy, N., Wildemeersch, M., Santos, F. P., Levin, S. A., Oppenheimer, M., & Weber, E. U. (2024). Prosocial preferences improve climate risk management in subsistence farming communities. Nature Sustainability, 7(3), 282–293. https://doi.org/10.1038/s41893-024-01272-3 [details]- Santos, F. P. (2024). Prosocial dynamics in multiagent systems. AI Magazine, 45(1), 131-138. https://doi.org/10.1002/aaai.12143 [details]
2023
- Bara, J., Santos, F. P., & Turrini, P. (2023). The Role of Space, Density and Migration in Social Dilemmas. In AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems : May 29-June 2, 2023, London, UK (pp. 625-633). International Foundation for Autonomous Agents and Multiagent Systems. https://dl.acm.org/doi/10.5555/3545946.3598692 [details]
- Colnaghi, M., Santos, F. P., Van Lange, P. A. M., & Balliet, D. (2023). Adaptations to infer fitness interdependence promote the evolution of cooperation. Proceedings of the National Academy of Sciences of the United States of America, 120(50), Article e2312242120. https://doi.org/10.1073/pnas.2312242120 [details]
- Debono, T., & Santos, F. P. (2023). The Effect of Link Recommendation Algorithms on Network Centrality Disparities. In A. S. Teixeira, F. Botta, J. F. Mendes, R. Menezes, & G. Mangioni (Eds.), Complex Networks XIV: Proceedings of the 14th Conference on Complex Networks, CompleNet 2023 (pp. 74-85). (Springer Proceedings in Complexity). Springer. https://doi.org/10.1007/978-3-031-28276-8_7 [details]
- Kao, A. B., Hund, A. K., Santos, F. P., Young, J.-G., Bhat, D., Garland, J., Oomen, R. A., & McCreery, H. F. (2023). Opposing Responses to Scarcity Emerge from Functionally Unique Sociality Drivers. American Naturalist, 202(3), 302-321. https://doi.org/10.1086/725426 [details]
- Santos, F. P. (2023). Dynamics of Cooperation and Conflict in Multiagent Systems. Proceedings of the AAAI Conference on Artificial Intelligence, 37(13), 15453-15453. https://doi.org/10.1609/aaai.v37i13.26820 [details]
- Santos, F. P. (2023). How to break information cocoons. Nature Machine Intelligence, 5(12), 1338–1339. https://doi.org/10.1038/s42256-023-00758-7 [details]
- de Groot, E. C. S., Pillai, R. G., & Santos, F. P. (2023). The Impact of a Crisis Event on Predicting Social Media Virality. In A. S. Teixeira, F. Botta, J. F. Mendes, R. Menezes, & G. Mangioni (Eds.), Complex Networks XIV: Proceedings of the 14th Conference on Complex Networks, CompleNet 2023 (pp. 95-107). (Springer Proceedings in Complexity). Springer. https://doi.org/10.1007/978-3-031-28276-8_9 [details]
2022
- Arafan, A. M., Graus, D., Santos, F. P., & Beauxis-Aussalet, E. (2022). End-to-End Bias Mitigation in Candidate Recommender Systems with Fairness Gates. In M. Kaya, T. Bogers, D. Graus, S. Mesbah, C. Johnson, & F. Gutiérrez (Eds.), Proceedings of the 2nd Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2022): co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022) : Seattle, USA, 18th-23rd September 2022 Article 6 (CEUR Workshop Proceedings; Vol. 3218). CEUR-WS. https://ceur-ws.org/Vol-3218/RecSysHR2022-paper_6.pdf [details]
- Barsotti, F., Koçer, R. G., & Santos, F. P. (2022). Can Algorithms be Explained Without Compromising Efficiency? The Benefits of Detection and Imitation in Strategic Classification: Extended abstract. In AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems : May 9-13, 2022, virtual event, New Zealand (Vol. 3, pp. 1536-1538). International Foundation for Autonomous Agents and Multiagent Systems. https://dl.acm.org/doi/10.5555/3535850.3536026 [details]
- Barsotti, F., Koçer, R. G., & Santos, F. P. (2022). Transparency, Detection and Imitation in Strategic Classification. In L. De Raedt (Ed.), Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence: IJCAI 2022, Vienna, Austria, 23-29 July 2022 (pp. 67-73). International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2022/10 [details]
- Merhej, R., Santos, F. P., Melo, F. S., & Santos, F. C. (2022). Cooperation and Learning Dynamics under Wealth Inequality and Diversity in Individual Risk Perception. Journal of Artificial Intelligence Research, 74, 733-764. https://doi.org/10.1613/jair.1.13519 [details]
- da Silva, F. L., MacAlpine, P., Rădulescu, R., Santos, F. P., & Mannion, P. (2022). Special issue on adaptive and learning agents 2020. Neural Computing and Applications, 34(3), 1649-1651. https://doi.org/10.1007/s00521-021-06593-4 [details]
2021
- Merhej, R., Santos, F. P., Melo, F. S., & Santos, F. C. (2021). Cooperation between independent reinforcement learners under wealth inequality and collective risks. In U. Endriss, A. Nowé, F. Dignum, & A. Lomuscio (Eds.), AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : May 3-7, 2021, virtual event, UK (Vol. 2, pp. 898-906). International Foundation for Autonomous Agents and Multiagent Systems. https://dl.acm.org/doi/10.5555/3463952.3464059 [details]
- Oliveira, R., Arriaga, P., Santos, F. P., Mascarenhas, S., & Paiva, A. (2021). Towards prosocial design: A scoping review of the use of robots and virtual agents to trigger prosocial behaviour. Computers in Human Behavior, 114, Article 106547. https://doi.org/10.1016/j.chb.2020.106547
- Santos, F. P., Lelkes, Y., & Levin, S. A. (2021). Link recommendation algorithms and dynamics of polarization in online social networks. Proceedings of the National Academy of Sciences of the United States of America, 118(50), Article e2102141118. https://doi.org/10.1073/pnas.2102141118 [details]
- Santos, F. P., Levin, S. A., & Vasconcelos, V. V. (2021). Biased perceptions explain collective action deadlocks and suggest new mechanisms to prompt cooperation. iScience, 24(4), Article 102375. https://doi.org/10.1016/j.isci.2021.102375 [details]
- Santos, F. P., Pacheco, J. M., & Santos, F. C. (2021). The complexity of human cooperation under indirect reciprocity. Philosophical Transactions of the Royal Society B - Biological Sciences, 376(1838), Article 20200291. Advance online publication. https://doi.org/10.1098/rstb.2020.0291 [details]
- Santos, F. P., Pacheco, J. M., Santos, F. C., & Levin, S. A. (2021). Dynamics of informal risk sharing in collective index insurance. Nature Sustainability, 4(5), 426-432. https://doi.org/10.1038/s41893-020-00667-2 [details]
- Santos, F. P., Santos, F. C., Pacheco, J. M., & Levin, S. A. (2021). Social network interventions to prevent reciprocity-driven polarization. In U. Endriss, A. Nowé, F. Dignum, & A. Lomuscio (Eds.), AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : May 3-7, 2021, virtual event, UK (Vol. 3, pp. 1643-1645). International Foundation for Autonomous Agents and Multiagent Systems. https://dl.acm.org/doi/10.5555/3463952.3464187 [details]
- Teixeira, A. S., Santos, F. C., Francisco, A. P., & Santos, F. P. (2021). Eliciting Fairness in N-Player Network Games through Degree-Based Role Assignment. Complexity, 2021, Article 6851477. https://doi.org/10.1155/2021/6851477 [details]
- Teixeira, A. S., Santos, F. C., Francisco, A. P., & Santos, F. P. (2021). Eliciting fairness in multiplayer bargaining through network-based role assignment: Extended abstract. In U. Endriss, A. Nowé, F. Dignum, & A. Lomuscio (Eds.), AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : May 3-7, 2021, virtual event, UK (Vol. 3, pp. 1683–1685). International Foundation for Autonomous Agents and Multiagent Systems. https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1683.pdf [details]
2017
- Vasconcelos, V. V., Santos, F. P., Santos, F. C., & Pacheco, J. M. (2017). Stochastic Dynamics through Hierarchically Embedded Markov Chains. Physical Review Letters, 118(5), Article 058301. https://doi.org/10.1103/PhysRevLett.118.058301
2023
- Santos, F. P. (2023). On consensus and cooperation: Comment on “Reputation and reciprocity” by Xia et al. Physics of Life Reviews, 46, 187-189. https://doi.org/10.1016/j.plrev.2023.07.005 [details]
2021
- Encarnação, S., Santos, F. P., Santos, F. C., Pereira, M., Pacheco, J. M., & Portugali, J. (2021). Evolutionary games in cities and urban planning. In J. Portugali (Ed.), Handbook on Cities and Complexity (pp. 349–369). (Research handbooks in urban studies). Edward Elgar Publishing. https://doi.org/10.4337/9781789900125.00029
- Paiva, A., Correia, F., Oliveira, R., Santos, F., & Arriaga, P. (2021). Empathy and Prosociality in Social Agents. In The Handbook on Socially Interactive Agents: 20 Years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 1: Methods, Behavior, Cognition (1 ed., Vol. 1, pp. 385–432). Association for Computing Machinery. https://doi.org/10.1145/3477322.3477334
- Vasconcelos, V., & Santos, F. (2021). Biased perceptions explain collective action deadlocks and suggest new mechanisms to prompt cooperation. Authors Vítor Vasconcelos and Fernando Santos on the article. IAS Review, 2, Article 2.2. https://ias.uva.nl/ias-review/past-issues/issue-2/issue-2-article-2.html [details]
2023
- Michailidis, D., Ghebreab, S., & Pascoal Dos Santos, F. P. (2023). Balancing Fairness and Efficiency in Transport Network Design through Reinforcement Learning. https://doi.org/10.5555/3545946.3598992
2022
- Michailidis, D., Ghebreab, S., & Santos, F. P. (2022). Optimizing Fairness in Transport Network Design using Deep Reinforcement Learning. Paper presented at IJCAI 2022 DSO Workshop, Vienna, Austria. https://drive.google.com/file/d/1XQlhy8NLYD9WtP45s8UYVgidTBVfQ77h/view
Mediaoptreden
- Vasconcelos, V. & Pascoal Dos Santos, F. (06-01-2022). Preventing extreme polarization of political attitudes [Web] Science Magazine. Dynamics of Political Polarization Special Feature. https://scienmag.com/like-a-natural-system-democracy-faces-collapse-as-polarization-leads-to-loss-of-diversity/
Spreker
- Vasconcelos, V. V. (invited speaker) & Pascoal Dos Santos, F. (invited speaker) (1-3-2022). Seminario de Economía y Complejidad, Centro de Investigaciones Interdisciplinarias en Ciencias y Humanidades, Universidad Nacional Autonoma de Mexico (UNAM). https://www.ceiich.unam.mx/0/60EncAno.php?ano=2022
Andere
- Vasconcelos, V. (organiser), Darcie Marquitti, F. (organiser), McManus, L. C. (organiser), Ong, T. W. (organiser), Krueger, E. (participant), Pascoal Dos Santos, F. (participant), Sloot, P. M. A. (participant), Liao, W. (participant), Taylor, B. (participant), Pinheiro, F. L. (participant), Junquera, V. (participant), Watson, J. (participant), Mittal, D. (participant), Yang, L. (participant), Aguiar, M. (participant), Campos, A. (participant), Dutta, P. (participant), Jovanelly, K. (participant), Kong, J. (participant), … Zhan, Q. (participant) (27-3-2022 - 1-4-2022). BIRS Workshop, Banff. The Banff International Research Station will host the "Rate-induced Transitions in Networked Systems " workshop in Banff from March 27 to April 1, (…) (organising a conference, workshop, ...). https://www.birs.ca/events/2022/5-day-workshops/22w5067
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Choquette-Levy, N., Wildemeersch, M., Santos, F. P., Levin, S. A., Oppenheimer, M., & Weber, E. U. (2024). Prosocial preferences improve climate risk management in subsistence farming communities. Nature Sustainability, 7(3), 282–293.