Degree : |
PhD |
Institution : |
IST and INESC-ID |
Address : |
IST Taguspark, Av. Prof. Dr. Cavaco Silva, 2744-016 Porto Salvo, Portugal |
Office : |
2N9.13 |
Telephone : |
Interests
I am currently an Assistant Professor in the Department of Computer Science and Engineering at IST (Instituto Superior Técnico), Portugal, and a Researcher at GAIPS / INESC-ID. My research interests include the fields of automated trading agents, multi-agent systems, machine learning, agent-oriented software engineering and automated software engineering. I am interested in each of these fields individually, as well as their intersections. Here is my Google Scholar profile: http://scholar.google.com/citations?user=ki58SvAAAAAJ
Current Projects
iLU - Integrative Learning from Urban Data and Situational Context for City Mobility Optimization | Ad Hoc Teams With Humans And Robots | HOTSPOT - Human-robOt TeamS without PrecoOrdinaTion |
Publications
2022
Optimal price subsidies under uncertaintyLuciana Barbosa and Artur Rodrigues and Alberto Sardinha, European Journal of Operational Research, February, 2022
2021
A Methodology for the Development of RL-Based Adaptive Traffic Signal ControllersGuilherme Varela and Pedro Pinto Santos and Alberto Sardinha and Francisco S. Melo, AAAI Workshop on AI for Urban Mobility (AI4UM), February, 2021
Ad Hoc Teamwork in the Presence of Non-Stationary Teammates
Pedro M. Santos and João Ribeiro and Alberto Sardinha and Francisco S. Melo, 20th EPIA Conference on Artificial Intelligence, September, 2021
Helping People On The Fly: Ad Hoc Teamwork for Human-Robot Teams
João Ribeiro and Miguel Faria and Alberto Sardinha and Francisco S. Melo, 20th EPIA Conference on Artificial Intelligence, September, 2021
MARE: an Active Learning Approach for Requirements Classification
Cláudia Magalhães and Alberto Sardinha and João Araújo, RE@Next! track of the 29th IEEE International Requirements Engineering Conference, September, 2021
One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-resource Conversational Agents
Vânia Mendonça and Luísa Coheur and Alberto Sardinha, 20th EPIA Conference on Artificial Intelligence, September, 2021
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort
Vânia Mendonça and Ricardo Rei and Luísa Coheur and Alberto Sardinha and Ana Lúcia Santos, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), August, 2021
Use of Learning Mechanisms to Improve the Condition Monitoring of Wind Turbine Generators: A Review
Ana Rita Nunes and Hugo Morais and Alberto Sardinha, Energies, Vol. 14, No. 21, pg. 7129, MDPI, November, 2021
2020
Feed-in Tariff Contract Schemes and Regulatory UncertaintyLuciana Barbosa and Claudia Nunes and Artur Rodrigues and Alberto Sardinha, European Journal of Operational Research, Elsevier, 2020
Investment Timing and Social Welfare under Feed-in Tariff Contract Schemes
Luciana Barbosa and Artur Rodrigues and Alberto Sardinha, 29th European Financial Management Association (EFMA) Conference, June, 2020
Query Strategies, Assemble! Active Learning with Expert Advice for Low-resource Natural Language Processing
Vânia Mendonça and Alberto Sardinha and Luísa Coheur and Ana Lúcia Santos, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2020), July, 2020
2019
Análise Estatística de Dados FinanceirosCláudia Nunes and Conceição Amado and Alberto Sardinha
L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations
Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May, 2019
Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy
Francisco S. Melo and Alberto Sardinha and David Belo and Marta Couto and Miguel 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 Vasco and Manuela Veloso and Rodrigo Ventura, Artificial Intelligence in Medicine, Vol. 96, pg. 198 - 216, 2019
2018
Feed-in Tariff Contract Schemes in OligopolyLuciana Barbosa and Artur Rodrigues and Alberto Sardinha, The 22nd Annual International Real Options Conference, 2018
Feed-in Tariff Contract Schemes in Oligopoly
Luciana Barbosa and Artur Rodrigues and Alberto Sardinha, 10th Portuguese Finance Network Conference, 2018
Feed-in tariffs with minimum price guarantees and regulatory uncertainty
Luciana Barbosa and Paulo Ferrão and Artur Rodrigues and Alberto Sardinha, Energy Economics, Vol. 72, pg. 517 - 541, 2018
Interactive Consoles for Adjustable Autonomy in Assistive Robots: a Case Study with ASD Children
Jhielson M Pimentel and Carla Guerra and Pedro Sequeira and Andre Mateus and Alberto Sardinha and Francisco S. Melo and Pedro U Lima, Workshop: Robots for Assisted Living (IROS 2018), 2018
NAPP: comunicar melhor num programa de mentorado
Carla Boura Costa and Catarina Alexandra Pereira Cepeda and Alberto Sardinha and Ana Moura Santos, 5o. Congresso Nacional de Práticas Pedagógicas no Ensino Superior (CNaPPES.18), 2018
Project INSIDE: Towards Autonomous Semi-Unstructured Human-Robot Social Interaction in Autism Therapy
Francisco S. Melo and Alberto Sardinha and Miguel Faria and Ana Paiva and Ruben Solera and Miguel Vasco and Mithun Kinarullathil and Pedro Lima and Luís Luz and André Mateus and Jhielson Pimentel and Rodrigo Ventura and Marta Couto and Anabela Farias and Isabel Melo and Hugo Gambôa and David Belo and Daniel Osório and João Rodrigues and Pedro Sequeira and Manuela Veloso
2017
A Conversational Agent Powered by Online LearningVânia Mendonça and Francisco S. Melo and Luísa Coheur and Alberto Sardinha, Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, pg. 1637--1639, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2017
Napp - desenvolvimento de uma aplicação móvel no âmbito do programa sucesso escolar
Carla Costa and Pedro Veiga and Ana Moura Santos and Alberto Sardinha, 4o. Congresso Nacional de Práticas Pedagógicas no Ensino Superior (CNaPPES.17), 2017
NAPP: Connecting Mentors and Students at Técnico Lisboa
Pedro Veiga and Alberto Sardinha and Ana Moura Santos and Carla Boura, Data Driven Approaches in Digital Education, pg. 610--613, Springer International Publishing, Cham, 2017
Online Learning for Conversational Agents
Vânia Mendonça and Francisco S. Melo and Luísa Coheur and Alberto Sardinha, Progress in Artificial Intelligence, pg. 739--750, Springer International Publishing, 2017
2016
Ad hoc teamwork by learning teammates' taskFrancisco S. Melo and Alberto Sardinha, Autonomous Agents and Multi-Agent Systems, Vol. 30, No. 2, pg. 175--219, Mar, 2016
Ad Hoc Teamwork by Learning Teammates' Task
Francisco S. Melo and Alberto Sardinha, Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, pg. 577--578, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2016
Analysis of Renewable Energy Policy: Feed-in Tariffs with Minimum Price Guarantees
Luciana Barbosa and Paulo Ferrão and Artur Rodrigues and Alberto Sardinha, 6th MIT Portugal Program Conference, 2016
VITHEA-Kids: Adapting The VITHEA Platform To Children With Autism Spectrum Disorder
Vânia Mendonça and Annamaria Pompili and Alberto Sardinha and Luísa Coheur, VI Workshop on Linguistics, Language Development and Impairment, 2016
VITHEA-Kids: Improving the Linguistic Skills of Children with Autism Spectrum Disorder
Vânia Mendonça and Cláudia Filipe and Luísa Coheur and Alberto Sardinha, 12th International Conference, Computational Processing of the Portuguese Language (PROPOR), july, 2016
2015
An equilibrium analysis of feed-in tariff remunerationsLuciana Barbosa and Alberto Sardinha and Monika Tarsalewska and Paulo Ferrão and Artur Rodrigues, 5th MIT Portugal Program Conference, 2015
VITHEA-Kids: A Platform for Improving Language Skills of Children with Autism Spectrum Disorder
Vânia Mendonça and Luísa Coheur and Alberto Sardinha, Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility, pg. 345--346, ACM, New York, NY, USA, 2015
2014
Managerial Flexibilities and Competition in Renewable Energy InvestmentLuciana Barbosa and Alberto Sardinha and Monika Tarsalewska and Paulo Ferrão and Artur Rodrigues, 4th MIT Portugal Program Conference, June, 2014
Migration Between Two Embodiments of an Artificial Pet
Paulo Gomes and Alberto Sardinha and Elena Márquez Segura and Henriette Cramer and Ana Paiva, International Journal of Humanoid Robotics, Vol. 11, No. 1, pg. 1450001 (32 pages), 2014
2013
An equilibrium analysis of feed-in tariff remuneration: market-dependent and market independent models.Luciana Salles Barbosa and Monika Tarsalewska and Alberto Sardinha, Conference on Corporate Sustainability and Eco-innovations, November, 2013
Conflict Identification with EA-Analyzer
Alberto Sardinha and Ruzanna Chitchyan and João Araújo and Ana Moreira and Awais Rashid, Aspect-Oriented Requirements Engineering, Springer, Moreira, A.; Chitchyan, R.; Araújo, J.; Rashid, A., 2013
Deploying a Renewable Energy Project: An Equilibrium Analysis
Luciana Barbosa and Alberto Sardinha, 1st International Congress on Energy & Environment, Porto, Portugal, May 2013, May, 2013
EA-Analyzer: Automating Conflict Detection in a Large Set of Textual Aspect-Oriented Requirements
Alberto Sardinha and Ruzanna Chitchyan and Nathan Weston and Phil Greenwood and Awais Rashid, Automated Software Engineering, Vol. 20, No. 1, pg. 111-135, March, 2013
2012
Decentralized Multiagent Planning for Balance Control in Smart GridsFrancisco S. Melo and Alberto Sardinha and Stefan Witwicki and Laura M. Ramirez-Elizondo and Matthijs T. J. Spaan, International Workshop on Information Technology for Energy Applications (IT4ENERGY 2012), September, 2012
EA-Tracer: Identifying Traceability Links between Code Aspects and Early Aspects
Alberto Sardinha and Nan Niu and Yijun Yu and Awais Rashid, Proc. of the 27th ACM Symposium on Applied Computing (ACM SAC’12), Riva del Garda, Italy, pg. 1035-1042, March 25-29, 2012
Electronic Markets and Multiagent Systems
Alberto Sardinha and Ruy L. Milidiú, In: Karim Rezaul (Ed.). Strategic and Pragmatic E-Business: Implications for Future Business Practices, pg. 56-71, Chap. 3, IGI Global, 2012
Managerial Flexibilities and Competition in Shopping Center Investment. Real Options Approach to Real Estate
Luciana Salles Barbosa and Monika Tarsalewska and Alberto Sardinha, 4th ReCapNet Conference: Real Estate Markets and Capital Markets, Mannheim, Germany, October, 2012