Publications

Books

Books: 2

2019

- Conceição Amado and Cláudia Nunes and Alberto Sardinha, Análise Estatística de Dados Financeiros, book, Nov. 2019, Soc. Portuguesa de Estatistica [bibTex]

2018

- João António Madeiras Pereira and João Brisson and António Coelho and Alfredo Ferreira and Mário Rui dos Santos Gomes, Introdução à Computação Gráfica, book, Jun. 2018, FCA [bibTex]

Book Chapters: 3

2019

- Luis M. Pereira and Francisco C. Santos, Counterfactual thinking in cooperation dynamics,ollection on Studies in Applied Philosophy, Epistemology and Rational Ethics (SAPERE), chapter of Model-based reasoning in science and technology - Inferential models for Logic, Language, Cognition and Computation, Oct. 2019, Springer [bibTex]

2018

- Isabel Trancoso and Ana Paiva, Inteligência Artificia, chapter of Ética Aplicada: Novas Tecnologias, Jul. 2018, Edições 70 [bibTex]
- Ana Paiva and Samuel Francisco Mascarenhas and Sofia Petisca and Filipa Correia and Patricia Oliveira, Towards more humane machines: Creating Emotional Social Robots, chapter of New Interdisciplinary Landscapes in Morality and Emotion, Mar. 2018, Routledge [bibTex]

Articles

International Journal Articles: 22

2020

- Luciana Barbosa and Claudia Nunes and Artur Rodrigues and Alberto Sardinha, Feed-in Tariff Contract Schemes and Regulatory Uncertainty, article in European Journal of Operational Research, to appear on 2020, Elsevier [bibTex]
- Andreas Wichert and Catarina Moreira and Peter Bruza , Balanced Quantum-Like Bayesian Networks, article in Entropy vol. 22 pp. 2, Feb. 2020 [Article] [DOI Article link] [bibTex]
- Lusi Sa-Couto and Andreas Wichert, Storing object dependent sparse codes in a Willshaw associative network, article in Neural Computation vol. 31 (1) pp. 136-152, Jan. 2020, MIT Press [DOI Article link] [bibTex]

2019

- Catarina Moreira and Lauren Fella and Shahram Dehdashti and Peter Bruza and Andreas Wichert, Towards a Quantum-Like Cognitive Architecture for Decision- Making, article in Behavioral and Brain Sciences, to appear on 2019 [bibTex]
- António Góis and Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, Reward and punishment in climate change dilemmas, article in Scientific Reports vol. 16193 (9), Oct. 2019, Nature Springer [bibTex]
- Andreas Wichert, Principles of Quantum-like Evolution, article in Open Systems & Information Dynamics vol. 26 (2), Jul. 2019 [DOI Article link] [bibTex]
- Naoki Masuda and Francisco C. Santos, A mathematical look at empathy, article in eLife vol. 8 (47036), Jun. 2019 [bibTex]
- Luis Sa-Couto and Andreas Wichert, Attention Inspired Network: steep learning curve in an invariant pattern recognition model, article in Neural Networks vol. 114 pp. 38-46, May. 2019 [DOI Article link] [bibTex]
- Francisco S. Melo and Alberto Sardinha and David Belo and Marta Couto and Miguel Afonso Tomás Faria and Anabela Farias and Hugo Gambôa and Cátia Jesus and Mithun Kinarullathil and Pedro Lima and Luís Luz and André Mateus and Isabel Melo and Plinio Moreno and Daniel Osório and Ana Paiva and Jhielson Pimentel and João Rodrigues and Pedro Sequeira and Rubén Solera Ureña and Miguel Serras Vasco and Manuela Veloso and Rodrigo Ventura, Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy, article in Artificial Intelligence in Medicine vol. 96 pp. 198-216, May. 2019 [bibTex]
- Alexandre Lemos and Francisco S. Melo and Pedro T. Monteiro and Inês Lynce, Room Usage Optimization in Timetabling: A Case Study at Universidade de Lisboa, article in Operations Research Perspectives vol. 6 pp. 100092, May. 2019 [DOI Article link] [bibTex]

2018

- Catarina Moreira and Emmanuel Haven and Sandro Sozzo and Andreas Wichert, Process mining with Real World Financial Loan Applications: Improving Inference on Incomplete Event Logs, article in PLoS ONE vol. 13 (12), Dec. 2018 [DOI Article link] [bibTex]
- Emma Jaspaert and Diogo da Fonseca Caetano Rato and Rui Prada and Ana Paiva and Geert Vervaeke, A virtual platform to train cross-national police teams in team collaboration and police interviewing, article in European Law Enforcement Research Bulletin (4) pp. 1-9, Oct. 2018, CEPOL [Article] [bibTex]
- Francisco S. Melo and Samuel Francisco Mascarenhas and Ana Paiva, A tutorial on machine learning for interactive pedagogical systems, article in International Journal of Serious Games vol. 3 (5) pp. 79-112, Sep. 2018 [bibTex]
- Ana Sofia Ribeiro and Flávio Luís Portas Pinheiro and Francisco C. Santos and Amélia Polónia and Jorge M Pacheco, Structural and temporal patterns of the first global trading market, article in Royal Society Open Science vol. 5 (180577), Aug. 2018, Royal Society [bibTex]
- Filipa Correia and Sofia Petisca and Patricia Oliveira and Tiago Guiomar Ribeiro and Francisco S. Melo and Ana Paiva, I Choose... YOU!” Membership preferences in human–robot teams, article in Autonomous Robots pp. 1-15, Jun. 2018, Springer [bibTex]
- Luciana Salles Barbosa and Paulo Ferrão and Artur Rodrigues and Alberto Sardinha, Feed-in Tariffs with Minimum Price Guarantees and Regulatory Uncertainty, article in Energy Economics vol. 72 pp. 517-541, May. 2018, Elsevier [DOI Article link] [bibTex]
- Bosede Iyiade Edwards and Kevin S. Bielawski and Rui Prada and Adrian David Cheok, Haptic virtual reality and immersive learning for enhanced organic chemistry instruction, article in Virtual Reality pp. 1-11, May. 2018, Springer-Verlag [DOI Article link] [bibTex]
- Andreia Teixeira and Pedro T. Monteiro and João A. Carriço and Francisco C. Santos and A. P. Francisco, Large-Scale Simulations of Bacterial Populations over Complex Networks, article in Journal of Computational Biology, May. 2018 [bibTex]
- Sara Alexandra Aires da Encarnação and Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Vered Blass and Jorge M. Pacheco and Juval Portugali, Paths to the Adoption of Electric Vehicles: An Evolutionary Game Theoretical Approach, article in Transportation Research B, May. 2018 [bibTex]
- Hang Yin and Francisco S. Melo and Ana Paiva and Aude Billard, An ensemble inverse optimal control approach for robotic task learning and adaptation, article in Autonomous Robots pp. 1-22, Apr. 2018, Springer [bibTex]
- Catarina Moreira and Andreas Wichert, Are quantum-like Bayesian Networks More Powerful than Classical Bayesian Networks?, article in Journal of Mathematical Psychology vol. 82 pp. 73-83, Apr. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Jorge M. Pacheco, Social norm complexity and past reputations in the evolution of cooperation, article in Nature vol. 555 pp. 242-245, Mar. 2018, NPG [bibTex]

International Conferences: 37

2020

- Inês dos Santos Silva and João Pedro Vieira Guerreiro and Marlene Rosa and Joana Carvalho Filipe de Campos and Augusto Gil Pascoal and Sofia Pinto and Hugo Nicolau, Investigating the Opportunities for Technologies to Enhance QoL with Stroke Survivors and their Families, presented at ACM CHI Conference on Human Factors in Computing Systems, Jan. 2020 [bibTex]

2019

- Pedro Rocha Fernandes and Francisco C. Santos and Manuel Lopes, Adoption Dynamics and Societal Impact of AI Systems in Adaptive Networks, presented at Proc of the 3rd AAAI/ACM Conference on AI, Ethics, and Society (AIES 2020), New York, Feb. 2020., Dec. 2019 [bibTex]
- Pedro Souto and Luísa Viana Silva and Diego Costa Pinto and Francisco C. Santos, A Population Dynamics Approach to Viral Marketing, presented at Proc. of the 8th International Conference on Complex Networks and Their Applications, 2019, Nov. 2019 [bibTex]
- Flávio Luís Portas Pinheiro and Jorge M. Pacheco and Francisco C. Santos, Effective Dynamics on Complex Networks, presented at Proc. of the 8th International Conference on Complex Networks and Their Applications, Nov. 2019 [bibTex]
- Filipa Correia and Samuel Francisco Mascarenhas and Samuel Simão Canada Gomes and Silvia Tulli and Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Rui Prada and Francisco S. Melo and Ana Paiva, For The Record - A Public Goods Game For Exploring Human-Robot Collaboration, presented at in Proc. of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019,Demos), May, 2019., Oct. 2019 [bibTex]
- Andreia Teixeira and Francisco C. Santos and A. P. Francisco, The Origins of Social Balance in Signed Networks, presented at in Proc. of the 2019 International Conference on Computational Social Science (IC2S2 2019)., Sep. 2019 [bibTex]
- Theodor Cimpeanu and The Anh Han and Francisco C. Santos, Exogenous Rewards for Promoting Cooperation in Scale-Free Networks, presented at in Proc. of ALIFE 2019, the International Conference on the Synthesis and Simulation of Living Systems , Newcastle-upon-Tyne, 2019., Jun. 2019 [bibTex]
- Andreia Teixeira and Francisco C. Santos and A. P. Francisco and Fernando Pedro Pascoal dos Santos, For a fair world, which nodes should have the last word in multiplayer ultimatum bargaining?, presented at in Proc. of the 2019 International Conference on Computational Social Science (IC2S2 2019)., Jun. 2019 [bibTex]
- Fernando Pedro Pascoal dos Santos and Samuel Francisco Mascarenhas and Francisco C. Santos and Filipa Correia and Samuel Simão Canada Gomes and Ana Paiva, Outcome-based Partner Selection in Collective Risk Dilemmas, presented at in Proc. of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), May, 2019., Jun. 2019 [bibTex] [PDF]
- The Anh Han and Long Tran-Thanh and Simon Lynch and Theodor Cimpeanu and Francisco C. Santos, Promoting Cooperation through External Interference, presented at in Proc. ALIFE 2019, 2019 Conference on Artificial Life, Newcastle-upon-Tyne, 2019., Jun. 2019 [bibTex]
- Filipa Correia and Shruti Chandra and Samuel Francisco Mascarenhas and Julien Charles-Nicolas and Justin Philippe Roger Luc Gally and Diana Lopes and Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Francisco S. Melo and Ana Paiva, Walk the Talk! Exploring (Mis)Alignment of Words and Deeds by Robotic Teammates in a Public Goods Game, presented at in 28th IEEE International Conference on Robot and Human Interactive Communication (Ro-Man 2019), Jun. 2019 [bibTex]
- Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins de Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations, presented at Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May. 2019 [bibTex] [PDF]
- Miguel Serras Vasco and Francisco S. Melo and David Martins de Matos and Ana Paiva and Tetsunari Inamura, Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions, presented at Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, May. 2019 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, Evolution of collective fairness in hybrid populations of humans and agents, presented at In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), , Feb. 2019 [bibTex] [PDF]

2018

- Wim Westera and Baltasar Fernandez-Manjon and Rui Prada and Kam Star and Andrea Molinari and Dominic Heutelbeck and Paul Hollins and Rubén Riestra and Krassen Stefanov and Eric Kluijfhout, The RAGE Software Portal: Toward a Serious Game Technologies Marketplace, presented at International Conference on Games and Learning Alliance, Dec. 2018 [DOI Article link] [bibTex]
- Mojgan Hashemian and Rui Prada and Pedro Santos and Samuel Francisco Mascarenhas, Enhancing Social Believability of Virtual Agents using Social Power Dynamics, presented at 18th International Conference on Intelligent Virtual Agents, Nov. 2018 [bibTex]
- Bosede I Edwards and Idris O Muniru and Nosiba Khougali and Adrian D Cheok and Rui Prada, A Physically Embodied Robot Teacher (PERT) as a Facilitator for Peer Learning, presented at IEEE Frontiers in Education Conference (FIE), Oct. 2018 [DOI Article link] [bibTex]
- Pedro Souto and Andreia Teixeira and A. P. Francisco and Francisco C. Santos, Capturing Financial Volatility Through Simple Network Measures, presented at Complex Networks and Their Applications VII. COMPLEX NETWORKS 2018, Oct. 2018 [bibTex]
- Jhielson M. Pimentel and Carla Guerra and Pedro Sequeira and Andre Mateus and Alberto Sardinha and Francisco S. Melo and Pedro U. Lima, Interactive Consoles for Adjustable Autonomy in Assistive Robots: a Case Study with ASD Children, presented at IROS'2018 Workshop - Robots for Assisted Living, Oct. 2018 [bibTex]
- Samuel Francisco Mascarenhas and Manuel Castro Guerra Moreira Guimarães and Rui Prada and João Miguel de Sousa de Assis Dias and Pedro Santos and Kam Star and Ben Hirsh and Ellis Spice and Rob Kommeren, A Virtual Agent Toolkit for Serious Games Developers, presented at Conference on Computational Intelligence and Games (CIG), Aug. 2018 [bibTex]
- Andreas Wichert and Catarina Moreira, Balanced Quantum-Like Model for Decision Making, presented at Quantum Interactions, Jul. 2018 [bibTex]
- Catarina Moreira and Andreas Wichert, Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle, presented at Quantum Interactions, Jul. 2018 [bibTex]
- Flávio Luís Portas Pinheiro and Fernando Pedro Pascoal dos Santos, Local Wealth Redistribution Promotes Cooperation in Multiagent Systems , presented at AAMAS (International Conference on Autonomous Agents and Multiagent Systems), Jul. 2018 [bibTex] [PDF]
- Luciana Salles Barbosa and Artur Rodrigues and Alberto Sardinha, Feed-in Tariff Contract Schemes in Oligopoly, presented at The 22nd Annual International Real Options Conference, Jun. 2018 [bibTex]
- Ana Paiva and Fernando Pedro Pascoal dos Santos and Francisco C. Santos, Engineering Pro-Sociality with Autonomous Agents, presented at AAAI 2018 (Best blue sky paper award), May. 2018 [bibTex]
- The Anh Han and Long Tran-Thanh and Simon Lynch and Francisco C. Santos, Fostering cooperation in structured populations through local and global interference strategies, presented at IJCAI 2018, May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Jorge M. Pacheco, Human Cooperation and the Complexity of Moral Codes, presented at ALife 2018, May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, Indirect Reciprocity and Costly Reputation Building in Multiagent Systems , presented at AAAI 2018 (Student track), May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, Multiplayer Ultimatum Games and Collective Fairness in Networked Communities, presented at ALife 2018, May. 2018 [bibTex]
- Shruti Chandra and Raul Benites Paradeda and Hang Yin and Pierre Dillenbourg and Rui Prada and Ana Paiva, Do Children Perceive Whether a Robotic Peer is Learning or Not?, presented at HRI'2018 - Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, Mar. 2018 [DOI Article link] [bibTex]
- Filipa Correia and Samuel Francisco Mascarenhas and Rui Prada and Francisco S. Melo and Ana Paiva, Group-based emotions in teams of humans and robots, presented at HRI'2018 - Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, Mar. 2018 [DOI Article link] [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, Social Norms of Cooperation With Costly Reputation Building, presented at AAAI 2018, Mar. 2018 [bibTex]

National Conferences: 2

2018

- Luciana Salles Barbosa and Artur Rodrigues and Alberto Sardinha, Feed-in Tariff Contract Schemes in Oligopoly, presented at 10th Portuguese Finance Network Conference, Jul. 2018 [bibTex]
- Carla Boura Costa and Catarina Alexandra Pereira Cepeda and Alberto Sardinha and Ana Moura Santos, NAPP: comunicar melhor num programa de mentorado, presented at 5o. Congresso Nacional de Práticas Pedagógicas no Ensino Superior (CNaPPES.18), Jul. 2018 [bibTex]

National Journal Articles: 1

2018

- David Gonçalo Branco da Silva and Rui Prada, MiniPool: Real-time artificial player for an 8-Ball video game, article in Revista de Ciências da Computação vol. 12 pp. 45-64, Mar. 2018, Universidade Aberta [Article] [bibTex]

Dissertations

PhD Theses: 3

2019

- Andreia Sofia Teixeira advised by A. P. Francisco and Francisco C. Santos, Complex networks analysis from an edge perspective, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]

2018

- Fernando Pedro Pascoal dos Santos advised by Francisco C. Santos and Jorge M. Pacheco and Ana Paiva., Dynamics of Reputation and the Self-organization of Cooperation, PhD Thesis at IST, Universidade de Lisboa, Jun. 2018 [bibTex]
- Hang Yin advised by Francisco S. Melo and Aude Billard, Incorporating Human Expertise in Robot Motion Learning and Synthesis, PhD Thesis, Jun. 2018 [bibTex]

MSc Theses: 26

2019

- João Vitor de Oliveira Barbosa advised by Francisco C. Santos and Francisco S. Melo, Learning dynamics in populations of actor-critic agents, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2019 [bibTex]
- Miguel de Carvalho Maximiano advised by Alberto Sardinha, Ms.Pac-Man vs Ghost Team - A Monte Carlo Tree Search Approach, MSc Thesis at IST, Nov. 2019 [bibTex]
- Francisco Evangelista da Cruz Maria advised by Alberto Sardinha, MyCampus Chatbot - A Conversational Agent that offers information to IST Students, MSc Thesis at IST, Nov. 2019 [bibTex]
- Henrique Fonseca advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, --, MSc Thesis, Oct. 2019 [bibTex]
- Pedro Rocha Fernandes advised by Manuel Lopes and Francisco C. Santos, Norms for Beneficial A.I. , MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2019 [bibTex]
- Thiago Firmino Sousa advised by Francisco C. Santos, O efeito messiânico causado pelo altruísmo patológico , MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2019 [bibTex]
- Pedro Lopes Ferreira advised by Francisco C. Santos, The Fall of Homo Economicus - The Role of Cognitive Biases and Theory of Mind in Human Coordination, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2019 [bibTex]
- João Pedro Dantas Loureiro advised by Alberto Sardinha, Bets Helper - A Sports Betting Chatbot, MSc Thesis at IST, Jul. 2019 [bibTex]
- Sofia Boavida Brito advised by Francisco C. Santos, Stochastic Population Dynamics under Repeated Collective-Risk Dilemmas, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]

2018

- Pedro Souto advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, Adaptive Dynamics and Structural Properties of Financial Markets, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2018 [bibTex]
- Marta Gomes da Cunha Couto advised by Francisco C. Santos, Evolution of Cooperation through Graduated Punishment, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2018 [bibTex]
- Luís Miguel Santos Henriques advised by Luísa Coheur and Francisco S. Melo, Learning language skills based on implicit, explicit and active learning, MSc Thesis, Nov. 2018 [bibTex]
- Diogo Abreu advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, --, MSc Thesis, Oct. 2018 [bibTex]
- Miguel Dziergwa de Carvalho advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, --, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2018 [bibTex]
- Pedro Dias advised by Francisco C. Santos, --, MSc Thesis, Oct. 2018 [bibTex]
- Gonçalo Alfredo dos Santos Rodrigues advised by Francisco S. Melo and Alberto Sardinha, Ad hoc teamwork with unknown task model and teammate behavior, MSc Thesis, Oct. 2018 [bibTex]
- Tiago Costa Santos advised by Alberto Sardinha, Adopting Microservices - Migrating a HR tool from a monolithic architecture, MSc Thesis, Oct. 2018 [bibTex]
- Henrique da Nave Cândido Ferrão Carlos advised by H. Sofia Pinto and Francisco S. Melo, Creating Recipes using Machine Learning and Computational Creativity , MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2018 [bibTex]
- Catarina Alexandra Pereira Cepeda advised by Alberto Sardinha and Ana Isabel Baptista Moura Santos, Visualising Data in NAPP Web Application, MSc Thesis, Oct. 2018 [bibTex]
- João Filipe Prazeres Peixoto advised by Alberto Sardinha, Controladores Ghost Team Hybrid e Bullseye - Eficiência de controladores Ghost Team com Observação Parcial, MSc Thesis, Jul. 2018 [bibTex]
- Ricardo Jorge Ferreira Ponciano advised by Andreas Wichert, Ricardo Jorge Ferreira Ponciano, MSc Thesis, Jun. 2018 [bibTex]
- Diogo Rebelo da Cruz advised by Alberto Sardinha, Service Integration Framework for TIBCO ActiveMatrix R BusinessWorksTM 6 Integration Framework, MSc Thesis, Jun. 2018 [bibTex]
- José Jorge Abreu e Sousa de Matos Azinheira advised by Alberto Sardinha, Systems Integration within Cyber-Physical Systems, MSc Thesis, Jun. 2018 [bibTex]
- Tiago João de Oliveira Furtado Pereira advised by Pedro Santos, Military Confrontations simulator for the training of army officers, MSc Thesis, May. 2018 [bibTex]
- Luís Gouveia Coutinho Sá Couto advised by Andreas Wichert, Attention Network: steep learning curve in an invariant pattern recognition model, MSc Thesis, Feb. 2018 [bibTex]