Rosaldo José Fernandes Rossetti (D613-FE1F-D5A2)

Curriculum Vitae

Rosaldo José Fernandes Rossetti

Rosaldo Rossetti is a full professor of intelligent systems with the Department of Informatics Engineering at the University of Porto, Portugal. He currently serves as director of the BEng in Informatics and Computing Engineering (a Bologna 1st-cycle programme) and the chief operating officer of the ARMIS.Lab@FEUP, an industry-funded R&D facility devoted to AI and ML research and innovation. He was a member of the Department's Executive Committee until January 2023 and the faculty in charge of the Department's AI R&D Lab until December 2022. He conducts research activities as an affiliated researcher with the Artificial Intelligence and Computer Science Lab (LIACC) and a research collaborator with the Research Center for Systems and Technologies (SYSTEC), both R&D facilities at FEUP. Dr Rossetti served as an elected member of the Board of Governors of the IEEE Intelligent Transportation Systems Society (ITSS) during the 2011-2013 term and was a member of the steering committee of the IEEE Smart Cities Initiative from 2013 to 2017. He is currently chair of the IEEE ITSS Artificial Transportation Systems and Simulation Technical Activities sub-committee, for which he was the recipient of the Best TAC of the IEEE ITS Society Award in 2017. He was previously the ITS Department editor of the IEEE Intelligent System Magazine and currently serves as an associate editor of the IEEE Transactions on Intelligent Transportation Systems. Besides IEEE, he is also a member of ACM, APPIA (the Portuguese AI Society), and the European Social Simulation Association. Dr Rossetti¿s main research interests include behavioural modelling, social simulation, spatiotemporal data analytics and machine learning. He focuses on applications of multiagent systems as a modelling metaphor to address issues in artificial transportation systems and simulation, future mobility paradigms and urban smartification. He also explores the potential uses of serious games and gamification in transportation systems, urban mobility, and sustainable communities. He earned the Habilitation for independent research and teaching in Informatics and Computing Engineering from the University of Porto, and holds a PhD in Computer Science from INF-UFRGS, Brazil, combined with doctoral studies in network modelling at Leeds University's Institute for Transport Studies, UK.

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Identification

Personal identification

Full name: Rosaldo José Fernandes Rossetti

Citation names

Rossetti, Rosaldo J. F.
Rossetti, Rosaldo
Rossetti, R. J. F.
Rossetti, R.

Author identifiers

Ciência ID: D613-FE1F-D5A2
ORCID iD: 0000-0002-1566-7006
Google Scholar ID: https://scholar.google.com/citations?user=3IqnhE4AAAAJ
Researcher Id: B-1481-2010
Scopus Author Id: 8598263800

Telephones

Telephone

220413208 Ext.: 3208 (Professional)

Addresses

Faculdade de Engenharia da Universidade do Porto, Rua Dr Roberto Frias, s/n, 4200-465, Porto, Porto, Portugal (Professional)

Websites

http://www.fe.up.pt/~rossetti (Scholar)

Knowledge fields

Exact Sciences - Computer and Information Sciences - Computer Sciences
Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
Engineering and Technology - Civil Engineering - Transport Engineering
Social Sciences - Economic and Social Geography - Transport Planning and Social Aspects of Transport
Social Sciences - Economic and Social Geography - Urban Studies

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)

Affiliation

Teaching in Higher Education

	Category Host institution	Employer
2024/12/03 - Current	Full Professor (University Teacher)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal
2020/07/30 - 2024/12/02	Associate Professor (University Teacher)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal
2008/09/15 - 2020/07/29	Assistant Professor (University Teacher)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal
2006/11/23 - 2008/09/14	Invited Assistant Professor (University Teacher)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal

Projects

Contract

	Designation	Funders
2025/04/01 - Current	URBAN-NET: Redes Inteligentes para Cidades Neutras em Carbono e Sustentáveis NORTE2030-FEDER-02697300 Principal investigator Universidade do Porto Faculdade de Engenharia, Portugal Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal Universidade do Porto Centro de Matemática, Portugal Centro de Investigação do Território Transportes e Ambiente, Portugal Universidade do Porto Faculdade de Ciências, Portugal	Comissao de Coordenacao e Desenvolvimento Regional do Norte Ongoing
2026/01/01 - 2028/12/31	Tec4Safe: Tailored technology and innovation for driving safely COMPETE2030-FEDER-00904100 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2025/10/01 - 2028/09/30	Consórcio LOG-in - Repensar a logística de última milha: customização de estratégias de entrega integradas para um comércio eletrônico sustentável COMPETE2030-FEDER-00867700 Researcher Universidade do Porto Faculdade de Engenharia, Portugal Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2025/09/01 - 2028/08/30	eLISA ISA4RL: Integrating Instance Space Analysis with Auto-Reinforcement Learning for Adaptive Algorithm Selection and Configuration COMPETE2030-FEDER-00913800 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2022/07/01 - 2026/06/30	ATE - Aliança para a Transição Energética PRR - C644914747-00000023 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Agência para a Competitividade e Inovação IP Ongoing
2021/01/01 - 2025/12/31	Laboratório Associado de Sistemas Inteligentes 10.54499/LA/P/0104/2020 Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal Universidade do Porto Faculdade de Ciências, Portugal Universidade do Minho, Portugal Universidade do Porto Centro de Matemática, Portugal Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal Universidade Nova de Lisboa, Portugal Universidade do Minho Instituto de Polímeros e Compósitos, Portugal Universidade de Aveiro, Portugal Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal Universidade do Minho Centro ALGORITMI, Portugal Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal Universidade de Coimbra, Portugal Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal Universidade de Coimbra Centro de Informatica e Sistemas, Portugal Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Instituto Politécnico do Cávado e do Ave, Portugal Universidade do Porto Faculdade de Engenharia, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2020/10/08 - 2023/10/07	CityCatalyst - Catalisador para Cidades Sustentáveis 14/SI/2019 Principal investigator Universidade do Porto Faculdade de Engenharia, Portugal	Agência Nacional de Inovação SA Concluded
2021/03/01 - 2023/02/28	DynamiCITY - Fostering Dynamic Adaptation of Smart Cities to Cope with Crises and Disruptions NORTE-01-0145-FEDER-000073 Principal investigator Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal Centro de Investigação do Território Transportes e Ambiente, Portugal Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal	Comissao de Coordenacao e Desenvolvimento Regional do Norte Concluded
2019/04/01 - 2022/12/31	Safe Cities - Inovação para Construir Cidades Seguras POCI-01-0247-FEDER-041435 (Safe Cities) Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Agência para o Investimento e Comércio Externo de Portugal, E.P.E Concluded
2018/10/01 - 2021/09/30	Autodriving - Modelação do comportamento do condutor em contexto de veículo autónomo com recurso ao simulador de condução PTDC/ECI-TRA/28526/2017 Researcher Universidade do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2017/02/07 - 2021/06/30	C-ROADS PORTUGAL 2016-PT-TM-0259-S Principal investigator Universidade do Porto Faculdade de Engenharia, Portugal	European Commission Concluded
2017/06/01 - 2021/05/31	SimuSafe - SIMULATOR OF BEHAVIOURAL ASPECTS FOR SAFER TRANSPORT 723386 Principal investigator Universidade do Porto Faculdade de Engenharia, Portugal	European Commission Concluded
2018/09/03 - 2020/03/02	AWAREE - Análise de dados orientada para o estudo da distração e sonolência do condutor MIT-EXPL/STS/0125/2017 Researcher Centro de Investigação do Território Transportes e Ambiente, Portugal Universidade do Porto Faculdade de Engenharia, Portugal Universidade de Coimbra, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2015/05/01 - 2018/04/30	IN2RAIL - INNOVATIVE INTELLIGENT RAIL 67596 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	European Commission Concluded
2016/09/01 - 2017/08/31	Drive - Traffic information FEUP/ARMIS/2016-70811 Principal investigator Universidade do Porto Faculdade de Engenharia, Portugal	ARMIS Group Concluded
2015/11/01 - 2017/07/31	PEDDIR DEMO - Demonstrador do projeto PEDDIR - PEsagem Dinâmica e Deteção de Irregularidades dos Rodados NORTE-01-0247-FEDER-006397 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Agência Nacional de Inovação SA Concluded
2012/10/01 - 2016/03/31	Future Cities - Expand the Centre of Competence in Future Cities of the University of Porto to Strengthen Inter-Disciplinary Research and Knowledge Transfer to the Industry in the Norte Region of Portugal 64454 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	European Commission Concluded
2013/07/01 - 2015/06/30	Intellab II - Inteligência em Laboratórios SI IDT - 33877/2012 F2 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Agência Nacional de Inovação SA Concluded
2011/05/01 - 2015/05/15	TransITS - Modelling Public Transport Passenger Flows in the Era of Intelligent Transport Systems TU1004 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	European Commission Concluded
2011/03/01 - 2015/02/28	AAL4ALL - Padrão de Cuidados Primários para serviços de AAL SI IDT - 13852/2011 Researcher Universidade do Porto Faculdade de Engenharia, Portugal	Agência Nacional de Inovação SA Concluded
2012/01/13 - 2015/01/31	VTL: Semáforos Virtuais PTDC/EIA-CCO/118114/2010 Researcher Instituto de Telecomunicações, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2011/01/01 - 2013/12/31	Projecto Estratégico - UI 27 - 2011-2012 PEst-OE/EEI/UI0027/2011 Universidade do Porto, Portugal Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal	Fundação para a Ciência e a Tecnologia Concluded

Outputs

Publications

Book	Bruno Palley; Hermano Bernardo; João Poças Martins; Rosaldo J. F. Rossetti. Forecasting Power Demand in Complex Buildings Using Machine Learning: A Shopping Center Case Study. 2025. 10.1007/978-3-031-97051-1_7 Diogo M. F. Rodrigues; Rosaldo J. F. Rossetti. Leveraging Difference Reward in Multiagent Systems at City-scale Networks using Mesoscopic Simulation. 2024. Marzie Sadat Kasaii; Rosaldo J. F. Rossetti. Exploring Acceptance Factors of Internet of Things in Smart Home. 2024. 10.5281/zenodo.15208090 Francisco Filipe; Zafeiris Kokkinogenis; Pedro M. d'Orey; Rosaldo J. F. Rossetti. Cooperative, Connected and Autonomous Mobility: Coordination at Intersections using Reservation-based Mechanisms. 2023. 10.1109/itsc57777.2023.10422423 Ricardo Cardoso; Zafeiris Kokkinogenis; Rosaldo J. F. Rossetti; João Emilio Almeida. Traffic Light Management for Automated Guided Vehicle Systems using Deep Reinforcement Learning. 2023. 10.46354/i3m.2023.emss.040 Eduardo Carneiro; Tânia Fontes; Rosaldo J. F. Rossetti; Zafeiris Kokkinogenis. Enhancing decision-making in transportation management: A comparative study of text classification models. 2023. 10.1109/ITSC57777.2023.10422056 Francisco Filipe; Zafeiris Kokkinogenis; Pedro M. d'Orey; Rosaldo J. F. Rossetti. Cooperative, Connected and Autonomous Mobility: A Simulation Framework for Evaluating Coordination Mechanisms. 2023. 10.1109/itsc57777.2023.10422658 António Ribeiro da Costa; Zafeiris Kokkinogenis; Pedro M. d'Orey; Rosaldo J. F. Rossetti. A Game Theoretical Framework to Assess Communication Strategies in C-ITS. 2022. Cristina Vilarinho; José Pedro Tavares; Rosaldo J. F. Rossetti. Intelligent Traffic Signal - coordinated or isolated control?. 2020. João Filipe Costa; João Jacob; Thiago Rúbio; Daniel Castro Silva; Henrique Lopes Cardoso; Sara Ferreira; Rui Rodrigues; Eugénio Oliveira; Rosaldo J. F. Rossetti. Using Virtual Reality Environments to Predict Pedestrian Behaviour. 2019. 10.1109/isc246665.2019.9071662 Santos, D.; Pinto, J.; Rossetti, R.J.F.; Oliveira, E.. Adding the third dimension to urban networks for electric mobility simulation: An example for the city of porto. 2018. 10.1007/978-3-319-58965-7_14 Pereira, J.; Pasquali, A.; Saleiro, P.; Rossetti, R.. Transportation in social media: An automatic classifier for travel-related tweets. 2017. 10.1007/978-3-319-65340-2_30 Rúbio, T.R.P.M.; Kokkinogenis, Z.; Cardoso, H.L.; Oliveira, E.; Rossetti, R.J.F.. ResMAS - A conceptual MAS model for resource-based integrated markets. 2017. 10.1007/978-3-319-60285-1_10 Andreasson, I.; Leurent, F.; Rossetti, R.. Applications and future developments: Future developments and research topics. 2016. 10.1007/978-3-319-25082-3_10 Ulisses, J.; Rossetti, R.J.F.; Almeida, J.E.; Faria, B.M.. Social simulation of rescue teams’ dynamic planning. 2016. 10.1007/978-3-319-31307-8_64 Lori, N.F.; Lavrador, R.; Fonseca, L.; Santos, C.; Travasso, R.; Pereira, A.; Rossetti, R.; Sousa, N.; Alves, V.. Reducing computation time by Monte Carlo method: An application in determining axonal orientation distribution function. 2016. 10.1007/978-3-319-31307-8_10 Heshmati, S.; Kokkinogenis, Z.; Rossetti, R.J.F.; Carravilla, M.A.; Oliveira, J.F.. An agent-based approach to schedule crane operations in rail-rail transshipment terminals. 2016. 10.1007/978-3-319-20430-7_12 Almeida, J.E.; Rossetti, R.J.F.; Faria, B.M.; Coelho, A.L.. Using serious games to train children and elicit fire safety behaviour. 2015. 10.1007/978-3-319-16486-1_114 Vilarinho, C.; Tavares, J.P.; Rossetti, R.J.F.. A conceptual MAS model for real-time traffic control. 2015. 10.1007/978-3-319-23485-4_17 Gonçalves, J.S.V.; Jacob, J.; Rossetti, R.J.F.; Coelho, A.; Rodrigues, R.. An integrated framework for mobile-based ADAS simulation. 2015. 10.1007/978-3-319-15024-6_10 Almeida, J.E.; Rossetti, R.J.F.; Aguiar, F.; Oliveira, E.. Crowd Simulation Applied to Emergency and Evacuation Scenarios. 2014. 10.1016/B978-0-12-397041-1.00008-X Perrotta, D.; Macedo, J.L.; Rossetti, R.J.F.; Afonso, J.L.; Kokkinogenis, Z.; Ribeiro, B.. Driver attitude and its influence on the energy waste of electric buses. 2014. 10.1007/978-3-662-45079-6_8 Filgueiras, J.; Rossetti, R.J.F.; Kokkinogenis, Z.; Ferreira, M.; Olaverri-Monreal, C.; Paiva, M.; Tavares, J.M.R.S.; Gabriel, J.. Sensing bluetooth mobility data: Potentials and applications. 2014. 10.1007/978-3-319-04630-3_31 Kokkinogenis, Z.; Filguieras, J.; Carvalho, S.; Sarmento, L.; Rossetti, R.J.F.. Mobility Network Evaluation in the User Perspective: Real-Time Sensing of Traffic Information in Twitter Messages. 2014. 10.1016/b978-0-12-397041-1.00012-1 Rossetti, R.J.F.; Liu, R.. Advances in Artificial Transportation Systems and Simulation. 2014. 10.1016/C2011-0-07487-2 Rossetti, R.J.F.; Liu, R.; Rossetti, RJF; Liu, R. Preface. 2014. 10.1016/B978-0-12-397041-1.00016-9 Passos, L.S.; Rossetti, R.J.F.; Gabriel, J.. An Agent Methodology for Processes, the Environment, and Services. 2014. 10.1016/b978-0-12-397041-1.00003-0 Soares, G.; Kokkinogenis, Z.; Macedo, J.L.; Rossetti, R.J.F.. Agent-based traffic simulation using sumo and jade: An integrated platform for artificial transportation systems. 2014. 10.1007/978-3-662-45079-6_4 Cláudio Silva; Rosaldo J. F. Rossetti; Jorge C. Pereira. Automatic simulation calibration: An evaluation of search-based metaheuristics applied to IEC 61131-3 based automation in the power systems domain. 2014. Teófilo, L.F.; Rossetti, R.; Reis, L.P.; Cardoso, H.L.; Nogueira, P.A.. Simulation and performance assessment of poker agents. 2013. 10.1007/978-3-642-38859-0_6 José Carlos Sousa; Zafeiris Kokkinogenis; Rosaldo J. F. Rossetti; João Tomé Saraiva. Electricity market and renewable energy integration: An agent-based conceptual model. 2013. José Fernando M. Silva; João Emílio Almeida; António Pereira; Rosaldo J. F. Rossetti; António Leça Coelho. Preliminary experiments with EVA - Serious Games virtual fire drill simulator. 2013. Luís Filipe Teófilo; Rosaldo Rossetti; Luís Paulo Reis; Henrique Lopes Cardoso. A simulation system to support computer poker research. 2012. Timóteo, I.J.P.M.; Araújo, M.R.; Rossetti, R.J.F.; Oliveira, E.C.. Using TraSMAPI for developing multi-agent intelligent traffic management solutions. 2011. 10.1007/978-3-642-19875-5_16 Sara F. L. Carvalho; Luis Sarmento; Rosaldo J. F. Rossetti. Real-Time Sensing of Traffic Information in Twitter Messages. 2010. Soares, G.; Rossetti, R.; Flores, N.; Aguiar, A.; Ferreira, H.. A cooperative personal agenda in a collaborative team environment. 2009. 10.1007/978-3-642-04265-2_28 Ferreira, P.A.F.; Esteves, E.F.; Rossetti, R.J.F.; Oliveira, E.C.. Applying situated agents to microscopic traffic modelling. 2009. 10.4018/978-1-60566-226-8.ch005 Gonçalves, J.F.B.; Esteves, E.F.; Rossetti, R.J.F.; Oliveira, E.. Simulating communication in a service-oriented architecture for V2V networks. 2009. 10.1007/978-3-642-04686-5_2 Pereira, J.L.F.; Rossetti, R.J.F.; Oliveira, E.C.. Towards a cooperative traffic network editor. 2009. 10.1007/978-3-642-04265-2_34 Lúcio Sanchez Passos; Rosaldo José Fernandes Rossetti. Intelligent transportation systems : a ubiquitous perspective. 2009. Fábio L. Correia; Rui F. S. Amaro; Rosaldo José Fernandes Rossetti. Task management and itinerary planning : an integrated view based on multi-agent systems. 2009. Filipe Coelho dos Santos; Rosaldo José Fernandes Rossetti. Computação ubíqua para aplicações em saúde. 2009. Edgar F. Esteves; Rosaldo J. F. Rossetti; Eugénio C. Oliveira. A software environment for microscopic pedestrian simulation. 2009. Ferreira, P.A.F.; Esteves, E.F.; Rossetti, R.J.F.; Oliveira, E.C.. A cooperative simulation framework for traffic and transportation engineering. 2008. 10.1007/978-3-540-88011-0_12
Book chapter	Bernardo Amorim Alves; Tânia Fontes; Rosaldo Rossetti. "Bi-LSTM Neural Networks for Traffic Flow Prediction: An Empirical Evaluation". 2025. 10.1007/978-3-031-73500-4_20 Bruno Georgevich Ferreira; Armando Jorge Sousa; Luis Paulo Reis; António Augusto de Sousa; Rui Rodrigues; Rosaldo Rossetti. "AIMSM - A Mechanism to Optimize Systems with Multiple AI Models: A Case Study in Computer Vision for Autonomous Mobile Robots". 2025. 10.1007/978-3-031-73503-5_5 Iohan Sardinha; Ana Paula Rocha; Rosaldo J. F. Rossetti. "Comparing Aggregated and Separate Models for Crowd Density Forecasting". 2025. 10.1007/978-3-031-73497-7_31 António Ribeiro da Costa; Zafeiris Kokkinogenis; Rosaldo J. F. Rossetti. "An Ethical Perspective on Intelligent Transport Systems". 2023. 10.1007/978-3-031-49011-8_34 António Ribeiro da Costa; Zafeiris Kokkinogenis; Pedro M. d’Orey; Rosaldo J. F. Rossetti. "Assessing Communication Strategies in C-ITS Using n-Person Prisoner’s Dilemma". 2022. 10.1007/978-3-031-16474-3_27 Tiago Mendes-Neves; João Mendes-Moreira; Rosaldo J. F. Rossetti. "A Data-Driven Simulator for Assessing Decision-Making in Soccer". 2021. 10.1007/978-3-030-86230-5_54 Filipa Ramos; Alexandre Correia; Rosaldo J. F. Rossetti. "Assessing the YOLO Series Through Empirical Analysis on the KITTI Dataset for Autonomous Driving". 203-218. Springer International Publishing, 2020. 10.1007/978-3-030-38822-5_14 Bernardo Leite; Pedro Azevedo; Rui Leixo; Rosaldo J. F. Rossetti. "Simulating a Three-Lane Roundabout Using SUMO". 18-31. Springer International Publishing, 2020. 10.1007/978-3-030-38822-5_2 Sara Ferreira; Henrique Lopes Cardoso; Rosaldo J. F. Rossetti. "Workshop on Machine Learning in Smart Mobility". 573-574. Springer International Publishing, 2020. 10.1007/978-3-030-62365-4_55 Perrotta, Deborah; Ribeiro, Bernardo; Rossetti, Rosaldo J. F.; Afonso, Joao Luiz. "ANALYZING THE BENEFITS OF ELECTRIC BUSES REGARDING GHG EMISSIONS". 780-786. 2015.
Conference abstract	Cunha, L.; Silva, D.; Ferreira, S.; Couto, A.; Lobo, A.; Tavares, J.; Rossetti, R.; Simões, A.. "Quem nos conduz? Contributos do projeto AUTODRIVING para o debate sobre a mobilidade num cenário driverless". Paper presented in X National Symposium on Psychology Research, Madeira, 2019. Published Soares, Sónia; Ferreira, Sara; Couto, António; Tavares, José Pedro; Lobo, António; Rossetti, Rosaldo; Bastos, Ana. "AWAREE ¿ A data driven towards driver attention". Paper presented in GET 2019 ¿ 16th Annual Meeting of the Transport Study Group, Penela, 2019. Published
Conference paper	Bruno Palley; João Poças Martins; Hermano Bernanrdo; Rosaldo J. F. Rossetti. "Towards Machine-Learning-Based Digital Twins to Enhance Operation and Energy Management in Smart Buildings". 2025. Almeida da Cruz, Jadna; Durão, Frederico; Rossetti, Rosaldo. "Evaluating Diversification in Group Recommendation of Points of Interest". Paper presented in WEBIST 20th International Conference on Web Information Systems and Technologies, Porto, 2024. Published • 10.5220/0012927000003825 Filipe, Francisco; Kokkinogenis, Zafeiris; D'Orey, Pedro M; Rossetti, Rosaldo J. F.. "Cooperative, Connected and Autonomous Mobility: A Simulation Framework for Evaluating Coordination Mechanisms". 2023. 10.1109/itsc57777.2023.10422658 Filipe, Francisco; Kokkinogenis, Zafeiris; d'Orey, Pedro M.; Rossetti, Rosaldo J. F.. "Cooperative, Connected and Autonomous Mobility: Coordination at Intersections Using Reservation-based Mechanisms". 2023. 10.1109/itsc57777.2023.10422423 Carneiro, Eduardo; Fontes, Tânia; Rossetti, Rosaldo J. F.; Kokkinogenis, Zafeiris. "Enhancing decision-making in transportation management: A comparative study of text classification models". 2023. 10.1109/itsc57777.2023.10422056 Martins, S; Costa, A; Kokkinogenis, Z; Rossetti, RJF. "Enabling Citizen-Centric ITS Services Through Blockchain and Human Incentives". 2022. 10.1007/978-3-030-97603-3_7 Murcos, Francisco; Fontes, Tania; Rossetti, Rosaldo J. F.. Corresponding author: Fontes, Tania. "Are BERT embeddings able to infer travel patterns from Twitter efficiently using a unigram approach?". Paper presented in ISC2: IEEE International Smart Cities Conference 2021, 2021. Published • 10.1109/isc253183.2021.9562853 Garrido, Daniel; Jacob, Joao; Castro Silva, Daniel; Rossetti, Rosaldo J. F. (D613-FE1F-D5A2). "Pedestrian Simulation In SUMO Through Externally Modelled Agents". Paper presented in ECMS 2021, Web-organised Conference, 2021. Published • 10.7148/2021-0111 Martins, S; Rossetti, RJF; Kokkinogenis, Z. "A Resource-Based Model for Home Energy Management Using Multi-Agent Systems". 2021. 10.1109/isc253183.2021.9562901 de Sousa, JBN; Kokkinogenis, Z; Rossetti, RJF. "Carbon Market Multi-agent Simulation Model". 2021. 10.1007/978-3-030-86230-5_52 Smith, BW; Green, C; Jaynes, TL; Dajani, L; Ferraro, A; Muse, LP; Rossetti, R; Paiva, S; Ali, J. "Smart cities through the lens of human rights". 2021. Russo, Ciro; Grossauer, Tobias; Nardone, Emanuele; Kokkinogenis, Zafeiris; Rossetti, Rosaldo J. F.. "How Smart and Green? A Simulation Model of Demand Cost Perception in the Electricity Market". Paper presented in 2020 IEEE International Smart Cities Conference (ISC2), Piscataway, NJ, 2020. Published • 10.1109/isc251055.2020.9239018 Ivars-Silva, Filipa; Rossetti, Rosaldo J. F.. "Emotional Contagion Modeled Through the Empathy Quotient: an Epidemiological Analogy Towards Social Sustainability". Paper presented in 2020 IEEE International Smart Cities Conference (ISC2), Piscataway, NJ, 2020. 10.1109/isc251055.2020.9239040 Costa, Antonio; Rossetti, Rosaldo J. F.. "Improving Route Choice: Communication Issues in Moving Variable Message Signs". Paper presented in 2020 IEEE International Smart Cities Conference (ISC2), Piscataway, NJ, 2020. Published • 10.1109/isc251055.2020.9239075 Cunha, Maria Eduarda Santos; Rossetti, Rosaldo J. F.; Campos, Pedro José Ramos Moreira de. "Modelling Smart Cities Through Socio-Technical Systems". Paper presented in 2020 IEEE International Smart Cities Conference (ISC2), Piscataway, NJ, 2020. Published • 10.1109/isc251055.2020.9239042 Pinto, Bruno-Miguel; Rossetti, Rosaldo J. F.. "Simulation of Gamification Elements to Promote Carpooling in a Closed Community". Piscataway, NJ, 2020. Published • 10.1109/isc251055.2020.9239084 Abreu, M; Rossetti, RJF; Reis, LP. "xSS: A Soccer Server extension for automated learning of high-level robotic soccer strategies". 2019. 10.1109/icarsc.2019.8733635 Rúbio, TRPM; Kokkinogenis, Z; Cardoso, HL; Rossetti, RJF; Oliveira, E. "Regulating Blockchain Smart Contracts with Agent-Based Markets". 2019. 10.1007/978-3-030-30241-2_34 Baghcheband, H; Kokkinogenis, Z; Rossetti, RJF. "Policy appraisal using iteration games in artificial transportation systems". 2019. Kokkinogenis, Z; Teixeira, M; d'Orey, PM; Rossetti, RJF. "Tactical Level Decision-Making for Platoons of Autonomous Vehicles Using Auction Mechanisms". 2019. 10.1109/ivs.2019.8814122 Alam, I; Md. Farid, D; Rossetti, RJF. "The prediction of traffic flow with regression analysis". 2019. 10.1007/978-981-13-1498-8_58 Baghcheband, H; Kokkinogenis, Z; Rossetti, RJF. "Transportation Policy Evaluation Using Minority Games and Agent-Based Simulation". 2019. 10.1109/isc246665.2019.9071668 Cruz, A; Carneiro, E; Fontes, X; Kokkinogenis, Z; Rossetti, RJF. "HERMES: a Tool for Mesoscopic Simulation of Advanced Traveller Information Systems". 2019. 10.1109/isc246665.2019.9071673 Costa, JF; Jacob, J; Rúbio, TRPM; Silva, DC; Cardoso, HL; Ferreira, S; Rodrigues, RA; Oliveira, E; Rossetti, RJF. "Using Virtual Reality Environments to Predict Pedestrian Behaviour". 2019. 10.1109/isc246665.2019.9071662 Jorge, CC; Atzmueller, M; Heravi, BM; Gibson, JL; de Sá, CR; Rossetti, RJF. "Mining Exceptional Social Behaviour". 2019. 10.1007/978-3-030-30244-3_38 Sónia Soares; Sara Ferreira; António Couto; José Pedro Tavares; António Lobo; Rosaldo Rossetti; Ana Bastos. "AWAREE - A data driven towards driver attention". 2019. Sónia Soares; Sara Ferreira; António Fidalgo Couto; José Pedro Tavares; António Lobo; Rosaldo J. F. Rossetti; Ana Bastos. "AWAREE - A data driven towards driver attention". 2019. Baghcheband, Hajar; Kokkinogenis, Zafeiris; J. F. Rossetti, Rosaldo. "Transportation Policy Evaluation Using Minority Games and Agent-Based Simulation". 2019. 10.1109/ISC246665.2019.9071668 Liliana Cunha; Daniel Silva; Sara Ferreira; António Couto; António Lobo; José Pedro Tavares; Rosaldo Rossetti; Anabela Simões. "Quem nos conduz...?: contributos do projeto AUTODRIVING para o debate sobre a mobilidade num cenário driverless". 2019. Ana Bastos Silva; Nuno Gregório; Joana Dourado; Rosaldo J. F. Rossetti; Sónia Soares; Pedro Ferreira; José Pedro Tavares; António Fidalgo Couto; Sara Ferreira. "A Driving Simulator Study Towards the Driver Inattention Understanding". 2019. Liliana Cunha; Daniel Silva; Sara Ferreira; António Fidalgo Couto; António Lobo; José Pedro Tavares; Rosaldo J. F. Rossetti; Anabela Simões. "Quem nos conduz...? Contributos do projeto AUTODRIVING para o debate sobre a mobilidade num cenário driverless". 2019. Domingues, G; Cabral, J; Mota, J; Pontes, P; Kokkinogenis, Z; Rossetti, RJF. "Traffic Simulation of Lane-Merging of Autonomous Vehicles in the Context of Platooning". 2018. 10.1109/isc2.2018.8656856 Pinto, JP; Dias, JP; Rossetti, RJF. "Growing Smart Cities on an Open-Data-Centric Cyber-Physical Platform". 2018. 10.1109/isc2.2018.8656989 Cruz, J; Silva, E; Rossetti, RJF; Silva, DC; Oliveira, EC; Neto, J. "Application of Multi-Agent Systems to Shared Transport Services: a review". 2018. 10.23919/cisti.2018.8399259 Neto, J; Santos, D; Rossetti, RJF. "Computer-Vision-Based Surveillance of Intelligent Transportation Systems". 2018. 10.23919/cisti.2018.8399240 Paiva, S; Santos, D; Rossetti, RJF. "A Methodological Approach for Inferring Urban Indicators Through Computer Vision". 2018. 10.1109/isc2.2018.8656934 Caldas, I; Moreira, J; Rebelo, J; Rossetti, RJF. "Exploring Visualization Metaphors in Macroscopic Traffic Simulation". 2018. 10.1109/isc2.2018.8656950 Cardoso, RP; Rossetti, RJF; Hart, E; Kurka, DB; Pitt, J. "Engineering Sustainable and Adaptive Systems in Dynamic and Unpredictable Environments". 2018. 10.1007/978-3-030-03424-5_15 Carneiro, J; Rossetti, RJF; Silva, DC; Oliveira, EC. "BIM, GIS, IoT, and AR/VR Integration for Smart Maintenance and Management of Road Networks: a Review". 2018. 10.1109/isc2.2018.8656978 Jorge, CC; Rossetti, RJF. "On Social Interactions and the Emergence of Autonomous Vehicles". 2018. 10.5220/0006763004230430 Sara Ferreira; António Couto; José Pedro Tavares; Rosaldo Rossetti; Ana Bastos; António Lobo; Joana Dourado. "AWAREE - A data driven towards driver attention". 2018. Vilarinho, C.; Tavares, J.P.; Rossetti, R.J.F.. "Intelligent Traffic Lights: Green Time Period Negotiaton". 2017. 10.1016/j.trpro.2017.03.039 Pereira, J.; Pasquali, A.; Saleiro, P.; Rossetti, R.; Cacho, N.. "Characterizing geo-located tweets in brazilian megacities". 2017. 10.1109/isc2.2017.8090832 Ramalho, M.A.; Rossetti, R.J.F.; Cacho, N.. "Towards an architecture for smart garbage collection in urban settings". 2017. 10.1109/ISC2.2017.8090833 Alam, I.; Ahmed, M.F.; Alam, M.; Ulisses, J.; Farid, D.M.; Shatabda, S.; Rossetti, R.J.F.. "Pattern mining from historical traffic big data". 2017. 10.1109/tenconspring.2017.8070031 Conceicao, L; Rossetti, RJF; Conceição, L.; Rossetti, R.J.F.. "Multivariate Modelling for Autonomous Vehicles: research trends in perspective". 2016. 10.1109/itsc.2016.7795536 Ulloa, D; Saleiro, P; Rossetti, RJF; Silva, ER; Ulloa, D.; Saleiro, P.; Rossetti, R.J.F.; Silva, E.R.. "Mining Social Media for Open Innovation in Transportation Systems". 2016. 10.1109/ITSC.2016.7795549 Baghoussi, Y.; Campos, P.J.R.M.; Rossetti, R.J.F.. "An agent-based model of the earth system & climate change". 2016. 10.1109/isc2.2016.7580788 Costa, V.; Rossetti, R.J.F.; Sousa, A.. "Autonomous driving simulator for educational purposes". 2016. 10.1109/CISTI.2016.7521461 Perrotta, D.; Rossetti, R.J.F.; Afonso, J.L.. "On the validation of an electric bus simulation model through sensitivity analysis". 2016. 10.1109/itsc.2016.7795577 Lira, G.; Kokkinogenis, Z.; Rossetti, R.J.F.; Moura, D.C.; Rúbio, T.. "A computer-vision approach to traffic analysis over intersections". 2016. 10.1109/ITSC.2016.7795530 Santos, D.; Pinto, J.; Rossetti, R.J.F.; Oliveira, E.. "Three dimensional modelling of Porto's network for electric mobility simulation". 2016. 10.1109/CISTI.2016.7521441 Silva, E.; Rossetti, R.J.F.; Kokkinogenis, Z.; Pinto, J.. "A systematic review protocol on shared transportation". 2016. 10.1109/cisti.2016.7521640 Rossetti, R.J.F.. "Welcome message from the general chair of IEEE ITSC 2016". 2016. 10.1109/ITSC.2016.7795517 Santos, D.; Kokkinogenis, Z.; De Sousa, J.F.; Perrotta, D.; Rossetti, R.J.F.. "Towards the integration of electric buses in conventional bus fleets". 2016. 10.1109/itsc.2016.7795537 Sandim, M.; Rossetti, R.J.F.; Moura, D.C.; Kokkinogenis, Z.; Rubio, T.R.P.M.. "Using GPS-based AVL data to calculate and predict traffic network performance metrics: A systematic review". 2016. 10.1109/itsc.2016.7795786 Pinto, R.; Rossetti, R.J.F.; Gonçalves, G.. "Wireless sensor network simulation for fault detection in industrial processes". 2016. 10.5220/0006011003330338 Silva, E.; Kokkinogenis, Z.; Câmara, Á.; Ulisses, J.; Urbano, J.; Silva, D.C.; Oliveira, E.; Rossetti, R.J.F.. "An exploratory study of taxi sharing schemas". 2016. 10.1109/ITSC.2016.7795562 Deborah Perrotta; Rossetti, Rosaldo J. F.; João L. Afonso. "Analysing the Benefits of Electric Buses Regarding GHG Emissions". Paper presented in ICEE 2015 - International Conference on Energy and Environment: Bringing together Engineering and Economics, Guimarães, 2015. Seliverstov, A; Rossetti, RJF. "An Ontological Approach to Spatio-Temporal Information Modelling in Transportation". 2015. 10.1109/ISC2.2015.7366160 Sernadela, P; Pereira, A; Rossetti, R; Sernadela, P.; Pereira, A.; Rossetti, R.. "DISim: Ontology-driven Simulation of Biomedical Data Integration Tasks". 2015. 10.1109/cisti.2015.7170405 Rodrigues, C; Silva, DC; Rossetti, RJF; Oliveira, E; Rodrigues, C.; Silva, D.C.; Rossetti, R.J.F.; Oliveira, E.. "Distributed Flight Simulation Environment using Flight Simulator X". 2015. 10.1109/cisti.2015.7170615 Ulisses, J.; Almeida, J.E.; Rossetti, R.J.F.. "RAIN in indoor rescue training". 2015. 10.1109/cisti.2015.7170606 Rebelo, F.; Soares, C.; Rossetti, R.J.F.. "TwitterJam: Identification of mobility patterns in urban centers based on tweets". 2015. 10.1109/ISC2.2015.7366156 Chira, C.; Bazzan, A.L.C.; Rossetti, R.J.F.. "Multi-objective Evolutionary Traffic Assignment". 2015. 10.1109/ITSC.2015.194 Barros, J.; Araujo, M.; Rossetti, R.J.F.. "Short-term real-time traffic prediction methods: A survey". 2015. 10.1109/MTITS.2015.7223248 Azevedo, T.; Rossetti, R.J.F.; Barbosa, J.G.. "A state-of-the-art integrated transportation simulation platform". 2015. 10.1109/MTITS.2015.7223277 Seliverstov, A.; Rossetti, R.J.F.. "An ontological approach to spatio-temporal information modelling in transportation". 2015. 10.1109/isc2.2015.7366160 Cardoso, R.P.P.; Casimiro, A.D.; Rossetti, R.J.F.. "A graph model of intermodal transportation networks". 2015. Azevedo, T.; Rossetti, R.J.F.; Barbosa, J.G.. "Densifying the sparse cloud simsaas: The need of a synergy among agent-directed simulation, SimSaaS and HLA". 2015. 10.5220/0005542801720177 Ribeiro, J.P.; Rossetti, R.J.F.; Oliveira, J.F.. "An agent-based simulation approach to the circular open dimension problem". 2015. Passos, L.S.; Abreu, R.; Rossetti, R.J.F.. "Spectrum-based fault localisation for multi-agent systems". 2015. Rosa, P.; Rossetti, R.J.F.. "Procedural modelling techniques to configure scenes in a serious game based driving simulator". 2015. Kokkinogenis, Z.; Monteiro, N.; Rossetti, R.J.F.; Bazzan, A.L.C.; Campos, P.. "Policy and incentive designs evaluation: A social-oriented framework for Artificial Transportation Systems". 2014. 10.1109/itsc.2014.6957682 Goncalves, J.; Goncalves, J.S.V.; Rossetti, R.J.F.; Olaverri-Monreal, C.. "Smartphone sensor platform to study traffic conditions and assess driving performance". 2014. 10.1109/ITSC.2014.6958106 Goncalves, J; Goncalves, JSV; Rossetti, RJF; Olaverri Monreal, C. "Smartphone Sensor Platform to Study Traffic Conditions and Assess Driving Performance". 2014. 10.1109/ITSC.2014.6958106 Zaiat, A; Rossetti, RJF; Coelho, RJS; Zaiat, A.; Rossetti, R.J.F.; Coelho, R.J.S.. "Towards an Integrated Multimodal Transportation Dashboard". 2014. 10.1109/itsc.2014.6957681 Vilarinho, C; Soares, G; Macedo, J; Tavares, JP; Rossetti, RJF. "Capability-Enhanced AIMSUN with Real-Time Signal Timing Control". 2014. 10.1016/j.sbspro.2014.01.059 Cunha, T.; Rossetti, R.J.F.; Soares, C.. "Analysing Collaborative Filtering algorithms in a multi-agent environment". 2014. Silva, C.; Rossetti, R.J.F.; Pereira, J.C.. "Automatic simulation calibration: An evaluation of search-based metaheuristics applied to IEC 61131-3 based automation in the power systems domain". 2014. Nunes, J.F.; Reis, L.P.; Rossetti, R.J.F.; Moreira, P.M.; Tavares, J.M.R.S.. "Dynamic simulation of human motion". 2014. Perrotta, D; Macedo, JL; Rossetti, RJF; de Sousa, JF; Kokkinogenis, Z; Ribeiro, B; Afonso, JL. "Route planning for electric buses: a case study in Oporto". 2014. 10.1016/j.sbspro.2014.01.135 Almeida, J.E.; Jacob, J.T.P.N.; Faria, B.M.; Rossetti, R.J.F.; Coelho, A.L.. "Serious games for the Elicitation of way-finding behaviours in emergency situations". 2014. 10.1109/cisti.2014.6876951 Pinto, F.; Mendes-Moreira, J.; Soares, C.; Rossetti, R.J.F.. "Simulation of the ensemble generation process: The divergence between data and model similarity". 2014. Goncalves, J.S.V.; Rossetti, R.J.F.; Jacob, J.; Goncalves, J.; Olaverri-Monreal, C.; Coelho, A.; Rodrigues, R.. "Testing Advanced Driver Assistance Systems with a serious-game-based human factors analysis suite". 2014. 10.1109/ivs.2014.6856618 Almeida, J.E.; Rossetti, R.J.F.; Faria, B.M.; Jacob, J.T.; Coelho, A.L.. "Towards a methodology for human behaviour elicitation: Preliminary results". 2014. Reis, J.C.; Rossetti, R.J.F.; Gonçalves, G.. "Towards NetLogo and JADE integration: An industrial agent-in-the-loop approach". 2014. Veloso, R.; Kokkinogenis, Z.; Passos, L.S.; Oliveira, G.; Rossetti, R.J.F.; Gabriel, J.. "A platform for the design, simulation and development of quadcopter multi-agent systems". 2014. 10.1109/CISTI.2014.6876915 Monteiro, N.; Rossetti, R.; Campos, P.; Kokkinogenis, Z.. "A Framework for a Multimodal Transportation Network: An Agent-based Model Approach". 2014. 10.1016/j.trpro.2014.11.017 Lima, D.; Sandim, M.; Fortuna, P.; Rossetti, R.J.F.. "A route assignment approach to vehicle emergency evacuation". 2014. Veloso, R.; Oliveira, G.; Passos, L.S.; Kokkinogenis, Z.; Rossetti, R.J.F.; Gabriel, J.. "A symbiotic simulation platform for agent-based quadcopters". 2014. 10.1109/CISTI.2014.6876955 Gonçalves, J; Gonçalves, JSV; Rossetti, RJF; Monreal, CO. "Smartphone sensor platform to study traffic conditions and assess driving performance". 2014. Gonçalves, JSV; Rossetti, RJF; Neto Jacob, JTP; Gonçalves, J; Monreal, CO; Coelho, AL; Rodrigues, R. "Testing Advanced Driver Assistance Systems with a serious-game-based human factors analysis suite". 2014. Almeida, João Emílio; Rossetti, Rosaldo J. F.; Faria, Brigida Monica; Jacob, João Tiago; Coelho, António Leça. "Towards a methodology for human behaviour elicitation: preliminary results". 2014. Almeida, J.E.; Rossetti, R.; COELHO, ANTÓNIO. "Mapping 3D Character 3D Location for Tracking Players' Behaviour.". Paper presented in WISA'2013 (Fifth Workshop on Intelligent Systems and Applications)., Lisboa, 2013. Published Almeida, J. E.; Rossetti, R. J. F.; COELHO, ANTÓNIO. "Modelling and Simulation of Pedestrian Emergency Evacuation Dynamics.". Paper presented in MECC 2013 - International Conference and Advanced School Planet Earth, Mathematics of Energy and Climate Change., Lisboa, 2013. Published Macedo, J.; Kokkinogenis, Z.; Soares, G.; Perrotta, D.; Rossetti, R.J.F.. "A HLA-based multi-resolution approach to simulating electric vehicles in simulink and SUMO". 2013. 10.1109/itsc.2013.6728581 Silva, J.F.; Almeida, J.E.; Rossetti, R.J.F.; Coelho, A.L.. "A serious game for EVAcuation training". 2013. 10.1109/segah.2013.6665302 Sousa, J.C.; Kokkinogenis, Z.; Rossetti, R.J.F.; Saraiva, J.T.. "Electricity market and renewable energy integration: An agent-based conceptual model". 2013. Carvalho, P.S.; Rossetti, R.J.F.; Rocha, A.P.; Oliveira, E.C.. "Exploring unkown networks using a cooperative mas-based approach". 2013. Araujo Fernandes, RPA; Almeida, JE; Rosseti, RJF. "A Collaborative Tourist System Using Serious Games". 2013. 10.1007/978-3-642-36981-0_67 Alves, P.R.J.A.; Goncalves, J.; Rossetti, R.J.F.; Oliveira, E.C.; Olaverri-Monreal, C.. "Forward collision warning systems using heads-up displays: Testing usability of two new metaphors". 2013. 10.1109/ivworkshops.2013.6615217 Silva, J.F.; Almeida, J.E.; Rossetti, R.J.F.; Coelho, A.L.. "Gamifying evacuation drills". 2013. Almeida, J.E.; Rossetti, R.J.F.; Coelho, A.L.. "Mapping 3D character location for tracking players' behaviour". 2013. Passos, L.S.; Kokkinogenis, Z.; Rossetti, R.J.F.; Gabriel, J.. "Multi-resolution simulation of taxi services on airport terminal's curbside". 2013. 10.1109/ITSC.2013.6728580 Silva, J.F.M.; Almeida, J.E.; Pereira, A.; Rossetti, R.J.F.; Coelho, A.L.. "Preliminary experiments with EVA-Serious Games virtual fire drill simulator". 2013. Martins, P.T.; Rossetti, R.J.F.; Brito, A.C.. "Ship damage control action simulation using HLA". 2013. Almeida, J.E.; Kokkinogenis, Z.; Rossetti, R.J.F.. "Towards a framework for pedestrian simulation for intermodal interfaces". 2013. 10.1109/EMS.2013.57 Liu, S.; Araujo, M.; Brunskill, E.; Rossetti, R.; Barros, J.; Krishnan, R.. "Understanding sequential decisions via inverse reinforcement learning". 2013. 10.1109/MDM.2013.28 Almeida, J. E.; Rossetti, R. J. F.; COELHO, ANTÓNIO. "MSPEED: modelo dinâmico de simulação pedonal em emergências.". Paper presented in Jornadas LNEC – Cidades e Desenvolvimento., Lisboa, 2012. Published Silva, P.B.; Coelho, A.; Rossetti, R.J.F.. "A collaborative environment for urban landscape simulation". 2012. 10.1109/WETICE.2012.13 Macedo, J.; Soares, M.; Timóteo, I.; Rossetti, R.J.F.. "An approach to advisory-based traffic control". 2012. Pereira, J.L.F.; Rossetti, R.J.F.. "An integrated architecture for autonomous vehicles simulation". 2012. 10.1145/2245276.2245333 Gonçalves, J.; Rossetti, R.J.F.; Olaverri-Monreal, C.. "IC-DEEP: A serious games based application to assess the ergonomics of in-vehicle information systems". 2012. 10.1109/itsc.2012.6338828 Almeida, J.E.; Kokkinogenis, Z.; Rossetti, R.J.F.. "NetLogo implementation of an evacuation scenario". 2012. Paiva, M.A.; Petry, M.; Rossetti, R.J.F.. "Topological inference through mobile devices". 2012. 10.1145/2245276.2245386 Ribeiro, J.; Almeida, J.E.; Rossetti, R.J.F.; Coelho, A.; Coelho, A.L.. "Towards a serious games evacuation simulator". 2012. Jacob, J.; Rossetti, R.J.F.; Coelho, A.; Rui, R.. "Towards the implementation of a Handball player agent framework". 2012. Paiva, M.; Petry, M.; Rossetti, R.J.F.. "Using mobile devices for topological inference of indoor environments". 2012. 10.5220/0003835304270432 Ribeiro, J.; Almeida, J.E.; Rossetti, R.J.F.; Coelho, A.; Coelho, A.L.. "Using serious games to train evacuation behaviour". 2012. Ribeiro, J; Almeida, JE; Rossetti, RJF; Coelho, A; Coelho, AL. "TOWARDS A SERIOUS GAMES EVACUATION SIMULATOR". 2012. 10.7148/2012-0697-0702 Vasconcelos, G.; Petry, M.; Almeida, J.E.; Rossetti, R.J.F.; Coelho, A.L.. "Using UWB for human trajectory extraction". 2012. Perrotta, D; Ribeiro, B; Rossetti, RJF; Afonso, JL. "On the potential of regenerative braking of electric buses as a function of their itinerary". 2012. 10.1016/j.sbspro.2012.09.830 Macedo, J; Soares, M; Timoteo, I; Rossetti, RJF. "An Approach to Advisory-Based Traffic Control". 2012. Gonçalves, J; Rossetti, RJF; Monreal, CO. "IC-DEEP: A serious games based application to assess the ergonomics of in-vehicle information systems". 2012. Passos, L.S.; Rossetti, R.J.F.; Gabriel, J.. "An agent methodology for processes, the environment, and services". 2011. 10.1109/ITSC.2011.6083109 Pereira, J.L.F.; Rossetti, R.J.F.. "Autonomous vehicles simulation: A comprehensive review". 2011. Sanchez Passos, L.; Rossetti, R.J.F.; Reis, L.P.. "Evaluation of taxi services on airport terminal's curbside for picking up passengers". 2011. Santiago, C.B.; Reis, L.P.; Rossetti, R.; Sousa, A.. "Foundations for creating a handball sport simulator". 2011. Passos, L.S.; Rossetti, R.J.F.; Kokkinogenis, Z.. "Towards the next-generation traffic simulation tools: A first appraisal". 2011. Shafii, N.; Reis, L.P.; Rossetti, R.J.F.. "Two humanoid simulators: Comparison and synthesis". 2011. Pacheco, J.C.; Rossetti, R.J.F.; Rodriguez, C.H.. "A fuzzy Q-learning approach to simulate intelligent traffic control". 2010. Pacheco, J.C.; Rossetti, R.J.F.. "Agent-based traffic control: A fuzzy Q-learning approach". 2010. 10.1109/ITSC.2010.5624984 Correia, F.L.; Amaro, R.F.S.; Sarmento, L.; Rossetti, R.J.F.. "AllCall: An automated call for paper information extractor". 2010. Passos, L.S.; Rossetti, R.J.F.; Oliveira, E.C.. "Ambient-centred intelligent traffic control and management". 2010. 10.1109/itsc.2010.5625263 Freitas, T.R.M.; Coelho, A.; Rossetti, R.J.F.. "Correcting routing information through GPS data processing". 2010. 10.1109/ITSC.2010.5624996 Passos, L.S.; Rossetti, R.. "Traffic light control using reactive agents". 2010. Timóteo, I.J.P.M.; Araújo, M.R.; Rossetti, R.J.F.; Oliveira, E.C.. "TraSMAPI: An API oriented towards multi-agent systems real-time interaction with multiple traffic simulators". 2010. 10.1109/ITSC.2010.5625238 dos Santos, FC; Rossetti, RJF. "UBIQUITOUS COMPUTING APPLICATIONS IN HEALTH". 2009. Loureiro, P.F.Q.; Rossetti, R.J.F.; Braga, R.A.M.. "Video processing techniques for traffic information acquisition using uncontrolled video streams". 2009. 10.1109/ITSC.2009.5309595 Esteves, E.F.; Rossetti, R.J.F.; Oliveira, E.C.. "A software environment for microscopic pedestrian simulation". 2009. Figueiredo, M.C.; Rossetti, R.J.F.; Braga, R.A.M.; Reis, L.P.. "An approach to simulate autonomous vehicles in urban traffic scenarios". 2009. 10.1109/itsc.2009.5309524 Esteves, E.F.; Rossetti, R.J.F.; Ferreira, P.A.F.; Oliveira, E.C.. "Conceptualization and implementation of a microscopic pedestrian simulation platform". 2009. 10.1145/1529282.1529748 Freitas, T.R.M.; Coelho, A.; Rossetti, R.J.F.. "Improving digital maps through GPS data processing". 2009. 10.1109/ITSC.2009.5309537 Gomes Rocha, N.M.; Santos, D.F.L.; Rossetti, R.J.F.. "MyTIS: A MAS-based TIS for public transport users". 2009. 10.2495/ut090171 Correia, F.L.; Amaro, R.F.S.; Rossetti, R.J.F.. "Task management and itinerary planning: An integrated view based on multi-agent systems". 2009. Gonçalves, J.F.B.; Rossetti, R.J.F.; Esteves, E.F.; Oliveira, E.C.. "Towards a microscopic traffic simulation framework to assess vehicle-to-vehicle networks". 2009. Dos Santos, F.C.; Rossetti, R.J.F.. "Ubiquitous computing for health applications \| Computação ubíqua para aplicações em saúde". 2009. Rossetti, R.J.F.; Ferreira, P.A.F.; Braga, R.A.M.; Oliveira, E.C.. "Towards an artificial traffic control system". 2008. 10.1109/itsc.2008.4732719 De Oliveira, D.; Bazzan, A.L.C.; Da Silva, B.C.; Basso, E.W.; Nunes, L.; Rossetti, R.; De Oliveira, E.; Da Silva, R.; Lamb, L.. "Reinforcement learning-based control of traffic lights in non-stationary environments: A case study in a microscopic simulator". 2006. Rossetti, RJF; Liu, RH. "A dynamic network simulation model based on multi-agent systems". 2005. 10.1007/3-7643-7363-6_12 Rossetti, Rosaldo J.F.; Bampi, Sergio; Liu, Ronghui; Van Vliet, Dirck. "Agent-based framework for the assessment of drivers' decision-making". 2000.
Conference poster	António Ribeiro da Costa; Kokkinogenis, Zafeiris; Pedro M. d’Orey; Rossetti, Rosaldo J. F.. Corresponding author: António Ribeiro da Costa. "A Game Theoretical Framework to Assess Communication Strategies in C-ITS". Paper presented in Transportation Research Board (TRB) 101st Annual Meeting, 2022.
Edited book	Rossetti, R. J. F.; Liu, R., ed. Advances in Artificial Transportation Systems and Simulation. Cambridge, MA, United States: Academic Press. 2015. Published • 10.1016/c2011-0-07487-2 • Editor
Journal article	Eliseu Pereira; João Reis; Rosaldo J. F. Rossetti; Gil Gonçalves. "A Zero-Shot Learning Approach for Task Allocation Optimization in Cyber-Physical Systems". IEEE Transactions on Industrial Cyber-Physical Systems (2024): https://doi.org/10.1109/TICPS.2024.3392151. 10.1109/TICPS.2024.3392151 Filipe, Francisco; Kokkinogenis, Zafeiris; D'Orey, Pedro; Rossetti, Rosaldo J. F.. "Cooperative, Connected and Autonomous Mobility: Coordination at Intersections using Reservation-based Mechanisms". (2024): http://hdl.handle.net/10400.22/24455. Pereira, E; Reis, J; Rosaldo J. F. Rossetti; Gil Manuel Gonçalves. "A Zero-Shot Learning Approach for Task Allocation Optimization in Cyber-Physical Systems". (2024): https://hdl.handle.net/10216/164898. 10.1109/ticps.2024.3392151 Tânia Fontes; Francisco Murços; Eduardo Carneiro; Joel Ribeiro; Rosaldo J. F. Rossetti. "Leveraging Social Media as a Source of Mobility Intelligence: An NLP-Based Approach". IEEE Open Journal of Intelligent Transportation Systems (2023): https://doi.org/10.1109/OJITS.2023.3308210. 10.1109/OJITS.2023.3308210 Francisco Ferreira de Mendonça, Junior; Zafeiris Kokkinogenis; Kelvin Lopes Dias; Pedro M. d’Orey; Rosaldo J.F. Rossetti. "The trade-offs between Fog Processing and Communications in latency-sensitive Vehicular Fog Computing". Pervasive and Mobile Computing (2022): https://doi.org/10.1016/j.pmcj.2022.101638. 10.1016/j.pmcj.2022.101638 Fontes, Tânia; Franscisco Murços; Ribeiro, Joel; Rossetti, Rosaldo. "Social media users as semantic sensors for mobility intelligence". IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2022): Submitted Costa, António; Kokkinogenis, Zafeiris; D'Orey, Pedro; Rossetti, Rosaldo J. F.. "Assessing Communication Strategies in C-ITS using n-Person Prisoner 19s Dilemma Perspective". (2022): http://hdl.handle.net/10400.22/20889. Júnior, Francisco Mendonça; Kokkinogenis, Zafeiris; Dias, Kelvin; D'Orey, Pedro; Rossetti, Rosaldo J. F.. "The trade-offs between Fog Processing and Communications in latency-sensitive Vehicular Fog Computing". (2022): http://hdl.handle.net/10400.22/21641. 10.1016/j.pmcj.2022.101638 Centeio Jorge, Carolina; Atzmueller, Martin; Heravi, Behzad M.; Gibson, Jenny L.; Rossetti, Rosaldo J. F.; Rebelo de Sá, Cláudio. ""Want to come play with me?" Outlier subgroup discovery on spatio-temporal interactions". Expert Systems (2021): 1-20. http://dx.doi.org/10.1111/exsy.12686. 10.1111/exsy.12686 Farid, Amro M.; Alshareef, Muhannad; Badhesha, Parupkar Singh; Boccaletti, Chiara; Cacho, Nelio Alessandro Azevedo; Carlier, Claire-Isabelle; Corriveau, Amy; et al. "Smart City Drivers and Challenges in Energy and Water Systems". IEEE Potentials 40 1 (2021): 6-10. http://dx.doi.org/10.1109/mpot.2020.3011378. Published • 10.1109/mpot.2020.3011378 Farid, Amro M.; Alshareef, Muhannad; Badhesha, Parupkar Singh; Boccaletti, Chiara; Cacho, Nelio Alessandro Azevedo; Carlier, Claire-Isabelle; Corriveau, Amy; et al. "Smart City Drivers and Challenges in Urban-Mobility, Health-Care, and Interdependent Infrastructure Systems". IEEE Potentials 40 1 (2021): 11-16. http://dx.doi.org/10.1109/mpot.2020.3011399. 10.1109/mpot.2020.3011399 Ramalho, Miguel Sozinho; Rossetti, Rosaldo J. F.; Cacho, Nélio; Souza, Arthur. "SmartGC: a software architecture for garbage collection in smart cities". International Journal of Bio-Inspired Computation 16 2 (2020): 79-93. http://dx.doi.org/10.1504/ijbic.2020.109675. Published • 10.1504/ijbic.2020.109675 Passos, L.S.; Abreu, R.; Rossetti, R.J.F.. "Empirical evaluation of similarity coefficients for multiagent fault localization". IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 5 (2017): 767-782. http://www.scopus.com/inward/record.url?eid=2-s2.0-85018511024&partnerID=MN8TOARS. 10.1109/TSMC.2016.2523905 Almeida, J.E.; Rossetti, R.J.F.; Jacob, J.T.P.N.; Faria, B.M.; Leça Coelho, A.. "Serious games for the human behaviour analysis in emergency evacuation scenarios". Cluster Computing 20 1 (2017): 707-720. http://www.scopus.com/inward/record.url?eid=2-s2.0-85014267026&partnerID=MN8TOARS. 10.1007/s10586-017-0765-z Lori, N.F.; Ibañez, A.; Lavrador, R.; Fonseca, L.; Santos, C.; Travasso, R.; Pereira, A.; et al. "Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data (Journal of Medical Systems, (2016), 40, 11, (243), 10.1007/s10916-016-0594-2)". Journal of Medical Systems 41 3 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85010876668&partnerID=MN8TOARS. 10.1007/s10916-016-0683-2 Costa, V.; Rossetti, R.; Sousa, A.. "Simulator for teaching robotics, ROS and autonomous driving in a competitive mindset". International Journal of Technology and Human Interaction 13 4 (2017): 19-32. http://www.scopus.com/inward/record.url?eid=2-s2.0-85028771359&partnerID=MN8TOARS. 10.4018/ijthi.2017100102 Passos, LS; Abreu, R; Rossetti, RJF. "Empirical Evaluation of Similarity Coefficients for Multiagent Fault Localization". IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2017): 10.1109/tsmc.2016.2523905 Lori, NF; Ibáñez, A; Lavrador, R; Fonseca, L; Santos, C; Travasso, R; Pereira, A; et al. "Erratum to: Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data". J. Medical Syst. (2017): Vilarinho, C.; Tavares, J.P.; Rossetti, R.J.F.. "Design of a Multiagent System for Real-Time Traffic Control". IEEE Intelligent Systems 31 4 (2016): 68-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-84986320845&partnerID=MN8TOARS. 10.1109/MIS.2016.66 Lori, N.F.; Ibañez, A.; Lavrador, R.; Fonseca, L.; Santos, C.; Travasso, R.; Pereira, A.; et al. "Processing Time Reduction: an Application in Living Human High-Resolution Diffusion Magnetic Resonance Imaging Data". Journal of Medical Systems 40 11 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84989926299&partnerID=MN8TOARS. 10.1007/s10916-016-0594-2 Almeida, João E.; Rossetti, Rosaldo J. F.; Faria, Brígida Mónica; Coelho, António Leça. "Elderly and fire safety: using serious games to elicit human behaviour in evacuation scenarios". (2016): http://hdl.handle.net/10400.22/29863. 10.1504/IJDH.2016.079914 Sassi, A.; Zambonelli, F.; Rossetti, R.J.F.. "Coordination infrastructures for future smart social mobility services". IEEE Intelligent Systems 29 5 (2014): 78-82. http://www.scopus.com/inward/record.url?eid=2-s2.0-84910670982&partnerID=MN8TOARS. 10.1109/MIS.2014.81 Olaverri Monreal, C.; Rossetti, R.J.F.. "Human factors in intelligent vehicles [Guest editorial]". IEEE Transactions on Intelligent Transportation Systems 15 4 (2014): 1734-1737. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905904788&partnerID=MN8TOARS. 10.1109/TITS.2014.2335951 Rossetti, R.J.F.; Almeida, J.E.; Kokkinogenis, Z.; Goncalves, J.. "Playing transportation seriously: Applications of serious games to artificial transportation systems". IEEE Intelligent Systems 28 4 (2013): 107-113. http://www.scopus.com/inward/record.url?eid=2-s2.0-84898436013&partnerID=MN8TOARS. 10.1109/MIS.2013.113 Ribeiro, J; Almeida, JE; Rossetti, RJF; Coelho, A; Coelho, AL. "Towards a serious games evacuation simulator". CoRR (2013): Timóteo, IJPM; Araujo, MR; Rossetti, RJF; Oliveira, EC. "Using TraSMAPI for the assessment of multi-agent traffic management solutions". Progress in AI (2012): 10.1007/s13748-012-0013-y Cordeiro, Elisabete; Leca Coelho, Antonio; Rossetti, Rosaldo J. F.; Almeida, Joao. "Human behavior under fire situations - portuguese population". SHO 2012: INTERNATIONAL SYMPOSIUM ON OCCUPATIONAL SAFETY AND HYGIENE (2012): https://publons.com/publon/34207575/. Rossetti, R.. "From the IEEE ITSS committees artificial transportation systems and simulation technical activities committee". IEEE Intelligent Transportation Systems Magazine 3 4 (2011): 36-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858626822&partnerID=MN8TOARS. 10.1109/MITS.2011.942781 Rossetti, R.J.F.; Liu, R.; Tang, S.. "Guest editorial special issue on artificial transportation systems and simulation". IEEE Transactions on Intelligent Transportation Systems 12 2 (2011): 309-312. http://www.scopus.com/inward/record.url?eid=2-s2.0-79958081072&partnerID=MN8TOARS. 10.1109/tits.2011.2143770 Rossetti, R.J.F.; Liu, R.. "An agent-based approach to assess drivers' interaction with pre-trip information systems". Journal of Intelligent Transportation Systems 9 1 (2005): 1-10. http://www.scopus.com/inward/record.url?eid=2-s2.0-21944434851&partnerID=MN8TOARS. 10.1080/15472450590912529 Rossetti, R.J.F.; Bordini, R.H.; Bazzan, A.L.C.; Bampi, S.; Liu, R.; Vliet, D.V.. "Using BDI agents to improve driver modelling in a commuter scenario". Transportation Research Part C: Emerging Technologies 10 5-6 (2002): 373-398. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036815677&partnerID=MN8TOARS. 10.1016/S0968-090X(02)00027-X

Other

Other output

Integrating Machine Learning and Digital Twins for Enhanced Smart Building Operation and Energy Management: A Systematic Review. Artificial Intelligence has recently expanded across various applications. Machine Learning, a subset of Artificial Intelligence, is a powerful technique for identifying patterns in data to support decision making and managing the increasing volume of information. Simultaneously, Digital Twins have been applied in several fields. In this context, combining Digital Twins, Machine Learning, and Smar. 2025. Bruno Palley; João Poças Martins; Hermano Bernardo; Rosaldo J. F. Rossetti. https://hdl.handle.net/10216/166861.
10.3390/urbansci9060202
Editorial: Special issue on Simulation in Transportation. 2020. Harrison, G; Bivona, E; Rossetti, R.
10.1080/17477778.2020.1829514
JADE, TraSMAPI and SUMO: A tool-chain for simulating traffic light control. 2016. Azevedo, T; Araújo, PJMd; Rossetti, RJF; Rocha, APC.
Exploração dos benefícios mútuos entre BIM e jogos de simulação. Nos últimos anos tem-se verificado um crescimento de jogos sérios e de simulação. Este tipo de jogos tem como principais objetivos apoiar o treino de pessoas ou equipas, estudar os comportamentos dos jogadores perante determinadas situações ou simulação de vários cenários de forma a prever resultados finais de soluções adotadas. O envolvimento do jogador no jogo torna-se um fator de grande relevân. 2016. Mineiro, Vitor; Rossetti, Rosaldo; Azenha, Miguel. https://hdl.handle.net/1822/43475.
Human Factors in Intelligent Vehicles. 2014. Monreal, CO; Rossetti, RJF.
10.1109/tits.2014.2335951
Crowd Simulation Modeling Applied to Emergency and Evacuation Simulations using Multi-Agent Systems. 2013. Almeida, JE; Rossetti, RJF; Coelho, AL.

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2026 - Current	Towards Smarter Routing Systems: A Learning-Based Approach for Traffic Simulation Frameworks Supervisor of João Gabriel Carriço de Lima Montenegro Duarte	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - Current	Using machine learning to leverage dynamic population synthesis Supervisor of Iohan Xavier Sardinha Dutra Soares	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - Current	Nudging Mechanisms to Foster Sustainability Awareness in Socio-Technical Systems Supervisor of Mariam dos Passos Afonso da Conceição	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - Current	Optimizing Cooperative Multi-Agent Systems through Mechanism Design and Learning-based Approaches Supervisor of António Manuel Ribeiro Pereira da Costa	Ciência de Computadores (PhD) Universidade do Porto Faculdade de Ciências, Portugal
2024 - Current	Procedural generation of game narratives for scientific experiments in driving simulations Co-supervisor of Nélson Bilber Rodrigues	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - Current	Towards machine-learning-based digital twins to enhance operation and energy management in smart buildings Supervisor of Bruno Lobato Oliveira Palley	Engenharia Civil (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - Current	Learn to communicate: Fostering contextual coordination in CAV and C-ITS Settings Supervisor of Mohammad Reza Abbasi	Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2025/07/23	Uncertainty interpretations for the robustness of object detection in self-driving vehicles Supervisor of Filipa Marília Monteiro Ramos Ferreira	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025	Enhancing requirements quality through automated ambiquity detection: A Comparative Analysis of Manual, Rule-Based and Generative Artificial Inteligence Techniques Supervisor	Engenharia de Software (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025	A Reinforcement Learning Approach to Leverage Urban Mobility Carbon Efficiency Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025	Leveraging Sentiment and Topic Analysis in Social Media Messages to Understand Quality of Life in Urban Areas Supervisor	Engenharia de Software (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025	Towards a Comprehensive Tourism Recommender System Supervisor	Engenharia de Software (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025	Optimising Bike-Sharing Systems Using Multi-agent Reinforcement Learning Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025	Inferring Soft Skills from Developer Interactions: A Data-Driven Approach Using the TAWOS Dataset Supervisor	Engenharia de Software (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - 2024	Exploratory study of DRL with applications to Motion Planning in roundabouts for Autonomous Driving Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - 2024	Traffic Modelling and Simulation Towards Digital Twins of Road Networks in Uninterrupted Flow Settings Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - 2024	Combining System Dynamics and Agent based approaches to model Urban Mobility Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - 2024	Técnicas de simulação computacional para o cálculo de probabilidades de sorteios desportivos Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2024 - 2024	UGrafting: Uncertainty Quantification in Self-Supervised Learning Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023	Last-Mile Delivery Problem Representation in Reinforcement Learning Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023	Resilience analysis of satellite internet constellations Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023	Dynamic Traffic Assignment and Routing Algorithms with Applications in Smart Mobility Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023	A Modelling Methodology Towards Automated Generation of Road Network Digital Twins Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023	Intelligent Traffic Light Management for Automated Guided Vehicle Systems using Deep Reinforcement Learning Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2022/09/23	Incentive mechanisms and policy evaluation on open multi-agent systems: towards social-aware transportation systems Supervisor of Zafeiris Kokkinogenis	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2022	Deep Reinforcement Learning for Myoelectric Control of Upper Limb Movement Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2022	Multi-Agent Deep Reinforcement Learning for Resource Management in Earth Observation Satellites Constellations Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2022	A Data Analysis Pipeline for the Study and Categorization of User Content in Online Health Communities Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021	Communication Strategies in Cooperative Intelligent Transportation Systems Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021	Assessing Game Player Profiles Through Agent-Based Simulation Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021	Exploring the impact of different behaviours on fairness and efficiency in MADRL Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021	Proposta de uma plataforma ludificada para a reabilitação e condicionamento físicos Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021	A Multiagent Architecture to Support the Implementation of Sustainable Households Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021	Carbon Market Multi-Agent Simulation Metamodel: a Testbed for Coordination Mechanisms in Sociotechnical Systems Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020	Estratégias de Gamificação para a Promoção da Partilha de Boleias em Comunidades Fechadas Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020	Comparing link based and area based pricing mechanisms in traffic assignment Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020	Analysing Socio-Technical Systems Through Social Simulation Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020	Learning Self-Supervised Deep Feature Descriptors for SLAM in Autonomous Vehicles Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020	Social Simulation of Mobility as a Service in Closed Communities Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020	Microscopic traffic assignment under dynamic demand Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2011 - 2019/12/06	Intelligent Traffic Signal Control Co-supervisor of Cristina Alexandra Teixeira Vilarinho	Sistemas de Transportes (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Motivational and Trust Mechanisms to Leverage Shared Mobility Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Exceptional Behavior Discovery Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	A study of ensemble methods for vehicle classification on motorways Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	A Kalman Filter Approach to Movement Prediction in Automated Driving Scenarios Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Growing Artificial Societies to Support Demand Modelling in Mobility-as-a-Service Solutions Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019	Towards a Data Visualization Dashboard for Smart Cities Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Inferring urban indicators through computer vision on Google Street View Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	An approach to player´s attention modelling in virtual reality environments Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Advanced processing and object detection techniques for assisted and autonomous driving systems Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Virtual/Augmented Reality for infrastructure management of road networks Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018	Engineering sustainable and adaptive systems in dynamic environments Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Fostering motivation through AI techniques in educational serious games Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Whole-Body End-Pose Planning for High-Degree-of-Freedom Robots on Uneven and Inclined Surfaces Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Social Media Text Processing and Semantic Analysis for Smart Cities Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Computer-Vision-based surveillance of Intelligent Transportation Systems Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Interoperabilidade entre Aplicações de Software para Smart Cities: Em direcção a uma Arquitectura de referência Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017	Analysis, specification and prototyping of a new approach to graphical user interfaces for CERN´s accelerator controls Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2013 - 2016/01/11	Serious Games as a Behaviour Elicitation Tool: Applications to Evacuation Scenarios Supervisor of João Emilio Santos Carvalho de Almeida	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	Forecasting hot water demand aiming at domestic energy efficiency Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	A Framework for Open Innovation through Automatic Analysis of Social Media Data Supervisor	Inovação e Empreendedorismo Tecnológico (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	Integrating Electric Buses in Conventional Public Transit: A First Appraisal Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	Exploração dos benefícios mútuos entre BIM e jogos de simulação Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	Mobility and Travel Behaviour Data Collection Supervisor	Modelação, Análise de Dados e Sistemas de Apoio à Decisão (Master) Universidade do Porto Faculdade de Economia, Portugal
2016 - 2016	An empirical platform for behavioural modelling using serious games Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016	Previsão em tempo real de condições de tráfego em redes veiculares Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2015/12/21	Spectrum-Based Fault Diagnosis in Multi-Agent Systems Supervisor of Lúcio Sanchez Passos	Engenharia Informática (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2010 - 2015/07/29	Assessing the performance of electric buses: a study on the impacts of different routes Co-supervisor of Deborah Perrotta de Andrade	Líderes para Indústrias Tecnológicas (PhD) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	Uma abordagem ontológica para modelação de informação espaciotemporal com aplicações em transportes Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	A Research Approach to Study Human Factors in Transportation Systems Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	Caraterização de estradas em tempo real através de métodos preditivos Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	Procedural modelling techniques to configure driving serious game scenes Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2015 - 2015	From the Ground to the Cloud: Towards an Integrated Transportation Simulation Platform Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Integrated Multimodal Transportation Dashboard Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Quad-copter platform for civil applications Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Sistema Avançado de Configuração e Simulação de Unidades Fabris Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Gamification on Users Daily Activities Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Automatic Blood Typing Scanner Through Agglutination Supervisor	Engenharia Electrotécnica e de Computadores (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Plataforma para a Conceção, Simulação e Desenvolvimento de Sistemas Multiagente de Quadcopters Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Optimized mobile system for seamless indoor/outdoor positioning Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2014 - 2014	Real-time forecasting of traffic conditions on road networks Supervisor	Engenharia Informática e Computação (Master) Universidade do Porto Faculdade de Engenharia, Portugal
2013 - 2013	using ubisense to model human behaviour in emergency situations Supervisor	Engenharia Electrotécnica e de Computadores (Master) Universidade do Porto Faculdade de Engenharia, Portugal

Distinctions

Award

2019	Best Paper Award, Third EAI International Conference, INTSYS 2019
2017	Best Technical Activity Committee of the IEEE ITS Society 2017 IEEE Intelligent Transportation Systems Society, United States
2017	Best Paper Award, 2017 International Smart Cities Conference (ISC2), IEEE IEEE, United States
2015	Best Paper Award, 10th Doctoral Symposium in Informatics Engineering (DSIE 2015), FEUP Universidade do Porto Faculdade de Engenharia, Portugal
2014	Best PhD Student Project Presentation, 11th Annual Transports Study Group Conference, GET (Co-orientador)
2014	Best Paper Award, 25th International Workshop on Principles of Diagnosis, DX 2014
2010	OPT, S.A. - Prof. Vasco Sá Award 2010, for the Best MSc Dissertation on Transport Related Topics (Co-orientador)
2009	OPT, S.A. - Prof. Vasco Sá Award 2009, for the Best MSc Dissertation on Transport Related Topics (Orientador)
2007	DEEC/FEUP R&D Activities Development Programme, to support young PhD researchers
1998	Best Paper Award, 10th European Simulation Symposium, ESS'98, SCS Europe
1991	Academic Performance Honour, ASSECON-CE and Centro de Tecnologia, Universidade Federal do Ceará, Brazil Universidade Federal do Ceará Centro de Tecnologia, Brazil