Filippo
Bistaffa
Tenured Scientist
Multiagent Systems
Research areas:
- Combinatorial Optimisation
- Ethics & AI
- Machine Learning
- Multiagent Systems
- Optimisation
- Collective decision making
- Team Formation
- Multi-Objective Optimization
- Uncertainty
- Recommender Systems
- Responsible AI
- Probabilistic Graphical Models
- Agent-Based Simulation
- Causal Inference
- Automated Negotiation
Impact areas:
- Ethics
- Smart Cities
- Education
- Transport / Automotive
- Finance
- Industry
SDGs:
- GOAL 11: Sustainable Cities and Communities
- GOAL 16: Peace, Justice and Strong Institutions
- GOAL 04: Quality Education
- GOAL 09: Industry, Innovation & Infrastructure
- GOAL 13: Climate Action
2024
Roger Xavier Lera Leri,
Enrico Liscio,
Filippo Bistaffa,
Catholijn M. Jonker,
Maite Lopez-Sanchez,
Pradeep K. Murukannaiah,
Juan A. Rodríguez-Aguilar,
& Francisco Salas-Molina
(2024).
Aggregating value systems for decision support.
Knowledge-Based Systems, 287, 111453.
https://doi.org/10.1016/j.knosys.2024.111453.
[BibTeX]
[PDF]
Adrià Fenoy,
Filippo Bistaffa,
& Alessandro Farinelli
(2024).
An attention model for the formation of collectives in real-world domains.
Artificial Intelligence, 328, 104064.
https://doi.org/10.1016/j.artint.2023.104064.
[BibTeX]
[PDF]
Roger Xavier Lera Leri,
& Filippo Bistaffa
(2024).
A Robust and Scalable Approach to Meet User Preferences in Research Project Planning.
Ulle Endriss, Francisco S. Melo, Kerstin Bach, Alberto José Bugarín Diaz, Jose Maria Alonso Moral, Senén Barro, & Fredrik Heintz (Eds.),
ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024)
(pp. 4516--4523).
IOS Press.
https://doi.org/10.3233/FAIA241043.
[BibTeX]
[PDF]
Errikos Streviniotis,
Athina Georgara,
Filippo Bistaffa,
& Georgios Chalkiadakis
(2024).
FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels.
Proceedings of the AAAI Conference on Artificial Intelligence, 38, 22368-22376.
https://doi.org/10.1609/aaai.v38i20.30243.
[BibTeX]
[PDF]
2023
Francisco Salas-Molina,
Filippo Bistaffa,
& Juan A. Rodríguez-Aguilar
(2023).
A general approach for computing a consensus in group decision making that integrates multiple ethical principles.
Socio-Economic Planning Sciences, 89, 101694.
https://doi.org/10.1016/j.seps.2023.101694.
[BibTeX]
[PDF]
Marc Serramia,
Manel Rodriguez-Soto,
Maite Lopez-Sanchez,
Juan A. Rodríguez-Aguilar,
Filippo Bistaffa,
Paula Boddington,
Michael Wooldridge,
& Carlos Ansotegui
(2023).
Encoding Ethics to Compute Value-Aligned Norms.
Minds and Machines, 1--30.
[BibTeX]
[PDF]
Filippo Bistaffa
(2023).
Faster Exact MPE and Constrained Optimization with Deterministic Finite State Automata.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI}2023, 19th-25th August 2023, Macao, SAR, China
(pp. 1884--1892).
ijcai.org.
https://doi.org/10.24963/IJCAI.2023/209.
[BibTeX]
Celeste Veronese,
Daniele Meli,
Filippo Bistaffa,
Manel Rodríguez Soto,
Alessandro Farinelli,
& Juan A. Rodríguez-Aguilar
(2023).
Inductive Logic Programming For Transparent Alignment With Multiple Moral Values.
.
2nd International Workshop on Emerging Ethical Aspects of AI (BEWARE-23).
[BibTeX]
[PDF]
Enrico Liscio,
Roger Xavier Lera Leri,
Filippo Bistaffa,
Roel I. J. Dobbe,
Catholijn M. Jonker,
Maite López-Sánchez,
Juan A. Rodríguez-Aguilar,
& Pradeep K. Murukannaiah
(2023).
Value Inference in Sociotechnical Systems.
Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS)
(pp. 1774-1780).
[BibTeX]
[PDF]
2022
Tomas Trescak,
Roger Xavier Lera Leri,
Filippo Bistaffa,
& Juan A. Rodríguez-Aguilar
(2022).
Agent-Assisted Life-Long Education and Learning.
Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems
.
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
Filippo Bistaffa,
Georgios Chalkiadakis,
& Alessandro Farinelli
(2022).
Efficient Coalition Structure Generation via Approximately Equivalent Induced Subgraph Games.
IEEE Transactions on Cybernetics, 52, 5548-5558.
https://doi.org/10.1109/TCYB.2020.3040622.
[BibTeX]
[PDF]
Dave de Jonge,
Filippo Bistaffa,
& Jordi Levy
(2022).
Multi-Objective Vehicle Routing with Automated Negotiation.
Applied Intelligence, 52, 16916-16939.
https://doi.org/10.1007/s10489-022-03329-2.
[BibTeX]
[PDF]
Roger Xavier Lera Leri,
Filippo Bistaffa,
Marc Serramia,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(2022).
Towards Pluralistic Value Alignment: Aggregating Value Systems through ℓₚ-Regression.
Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems
.
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
2021
Filippo Bistaffa,
Christian Blum,
Jesús Cerquides,
Alessandro Farinelli,
& Juan A. Rodríguez-Aguilar
(2021).
A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers.
IEEE Transactions on Intelligent Transportation Systems, 22, 119-130.
https://doi.org/10.1109/TITS.2019.2954982.
[BibTeX]
[PDF]
Filippo Bistaffa
(2021).
A Concise Function Representation for Faster Exact {MPE}and Constrained Optimisation in Graphical Models.
CoRR, abs/2108.03899.
https://arxiv.org/abs/2108.03899.
[BibTeX]
[PDF]
Dave de Jonge,
Filippo Bistaffa,
& Jordi Levy
(2021).
A Heuristic Algorithm for Multi-Agent Vehicle Routing with Automated Negotiation.
Frank Dignum, Alessio Lomuscio, Ulle Endriss, & Ann Now{\\'{e}} (Eds.),
{AAMAS}'21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021
(pp. 404--412).
{ACM}.
https://dl.acm.org/doi/10.5555/3463952.3464004.
[BibTeX]
[PDF]
2020
Filippo Bistaffa,
Juan A. Rodríguez-Aguilar,
& Jesús Cerquides
(2020).
Predicting Requests in Large-Scale Online P2P Ridesharing.
arXiv preprint arXiv:2009.02997.
[BibTeX]
[PDF]
2019
Ewa Andrejczuk,
Filippo Bistaffa,
Christian Blum,
Juan A. Rodríguez-Aguilar,
& Carles Sierra
(2019).
Synergistic team composition: A computational approach to foster diversity in teams.
Knowledge-Based Systems, 182.
https://doi.org/10.1016/j.knosys.2019.06.007.
[BibTeX]
2018
Filippo Bistaffa,
& Alessandro Farinelli
(2018).
A COP Model For Graph-Constrained Coalition Formation.
Journal of Artificial Intelligence Research, 62, 133-153.
https://doi.org/10.1613/jair.1.11205.
[BibTeX]
Filippo Bistaffa,
& Alessandro Farinelli
(2018).
A COP Model for Graph-Constrained Coalition Formation (Extended Abstract).
International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2018)
(pp. 5553-5557).
AAAI Press.
https://doi.org/10.24963/ijcai.2018/783.
[BibTeX]
[PDF]
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