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IT Member Profile

... Luís Miguel Martins Nunes

Researcher

Luís Nunes

Academic position: Assistant Professor
Joining date: 13-12-2010
Roles in IT: Researcher
Scientific Area: Networks and Multimedia
Group: Information Technology - Lx

Email: Send Email
Address: Av. Forças Armadas
Lisboa
1649-026
Tel: 217650561
Fax:

Personal page

ORCID iD
https://www.orcid.org/0000-0001-7072-0925

RESEARCHER IDSCOPUSSCHOLARLinkedIn

Scientific Achievements

  • PhD, Faculdade de Engenharia da Universidade do Porto, 01-01-2006
  • MSc, Instituto Superior Técnico, 01-01-1997
  • Licenciatura, Faculdade de Ciências da Universidade de Lisboa, 01-09-1993
  • Machine Learning
  • Reinforcement Learning
  • Neural Networks
  • ISCTE - Instituto Universitário de Lisboa, 01-01-2014, Research Assistant
  • Instituto de Telecomunicações, 01-02-2011, Research Assistant
  • ISCTE - Instituto Universitário de Lisboa, 01-09-1997, Assistant Professor
Supervision of theses
13MSc Student
  • Automatic Identification of Sustainable Development Goals in Text, MSc Student, Francisco Miguel Marto Vila Real Pereira, 10-2019
  • Previsao de preços de electricidade, MSc Student, João Filipe Ferreira Januário, 10-2019
  • Malware detection methods for Android mobile applications, MSc Student, João Pedro Lapa da Silva Lopes, 10-2019
  • Using NLP and Deep Neural Networks for stock variation prediction, MSc Student, José Jorge Marreiros Serro, 09-2019
  • Data fusion portal for real-estate information, MSc Student, João Diogo Duarte da Silva Andrade, 11-2018
  • CV screening, MSc Student, Mário Rivotti Hauptfleisch, 11-2018
  • In-store client action recognition, MSc Student, Francisco Gracias, 10-2018
  • Cooperative Active Perception, MSc Student, Pedro Sousa Romano, 01-2018
  • Parking spaces prediction, MSc Student, Marco Hélio Ramos Silva, 10-2017
  • A Recommender System for Automation Rules In The IOT, MSc Student, Diogo Alexandre Franco, 07-2017
  • Integração Automatizada de Dispositivos Conectados, MSc Student, Pedro Ruben Januário Pêgo, 10-2016
  • Anybody home? Learning to detect user presence through appliance usage patterns, MSc Student, Rui Madeira, 10-2016
  • Learning typical paths, MSc Student, Jorge Vicente, 12-2009
Co-Supervision of theses
1MSc Student
  • Reconhecimento de Interações Cliente-Produto em Espaços de Vendas , MSc Student, Francisco Marques Garcia, 12-2018
3Books Chapters
  • M. C. António, L. Nunes, A. Almeida, Using Data Science to Predict Hotel Booking Cancellations, Chapter in, Holistic Optimization Techniques in the Hospitality, Tourism and Travel Industry, Pandian Vasant and Kalaivanthan M., IGI Global, Hershey, Pennsylvania (USA), 2016
  • A. Moura, L. Nunes, M. Batista, E. Cardoso, Intelligent Management and Efficient Operation of Big Data, Chapter in, Handbook of Research on Trends and Future Directions in Big Data and Web Intelligence, IGI global, Medical Information Science Reference, NA, 2015
  • E. Oliveira, L. Nunes, Learning by Exchanging Advice, Chapter in, Design of Intelligent Multi-Agent Systems, Human-Centredness, Architectures, Learning and Adaptation, Studies in Fuzziness and Soft Computing Series, N. L. R.Khosla, Springer, 2004
9Papers in Journals
22Papers in Conferences
  • M. C. António, M. Almeida, L. Nunes, Predictive models for hotel booking cancellation: a semiautomated analysis of the literature, ESGHT-Univ.Algarve, Universidade Sevilha, Universidade Federal Pernambuco Tourism and Management Studies TMS 2018, Olhao, Portugal, Vol., pp. -, November, 2018,
    | Abstract     | Full text (PDF 3 MBs) | BibTex
  • R. J. Pêgo, L. Nunes, Automatic Discovery and Classifications of IoT Devices, Conferência Ibérica de Sistemas e Tecnologias de Informação CISTI, Lisboa, Portugal, Vol., pp. -, June, 2017,
    | Abstract     | BibTex
  • M. C. António, L. Nunes, A. Almeida, Predicting hotel booking cancellations to decrease uncertainty and increase revenue, TMS Algarve 2016, Faro, Portugal, Vol. 0, pp. 0 - 0, December, 2016,
    | Abstract     | BibTex
  • D. Jardim, L. Nunes, M. D. Dias, Predicting Human Activities in Sequences of Actions in RGB-D Videos, 9th International Conference on Machine Vision ICMV 2016, Nice, France, Vol. In Press, pp. In Press - In Press, November, 2016,
    | Abstract     | Full text (PDF 364 KBs) | BibTex
  • D. Jardim, L. Nunes, M. D. Dias, Human Activity Recognition from Automatically Labeled Data in RGB-D Videos, Computer Science & Electronic Engineering Conference CEEC, Colchester, United Kingdom, Vol. In Press, pp. In Press - In Press, September, 2016,
    | Abstract     | Full text (PDF 569 KBs) | BibTex
  • R. Madeira, L. Nunes, A Machine Learning Approach for Indirect Human Presence Detection Using IOT Devices, International Conference on Digital Information Management ICDIM, Porto, Portugal, Vol. 1, pp. NA - NA, September, 2016,
    | Abstract     | Full text (PDF 61 KBs) | BibTex
  • D. Jardim, L. Nunes, M. D. Dias, Impact of Automated Action Labeling in Classification of Human Actions in RGB-D Videos, 22nd European Conference on Artificial Intelligence 2016, Hague, Netherlands, Vol. Volume 285: ECAI 2016, pp. 1632 - 1633, August, 2016,
    | Abstract     | Full text (PDF 87 KBs) | BibTex
  • L. Nunes, A. L. Lourenço, Multi-factor Authentication for Improved Efficiency in ECG-Based Login, INSTICC International Conference on Physiological Computing Systems PhyCS, Lisboa, Portugal, Vol. 1, pp. 1 - 8, July, 2016,
    | Abstract     | BibTex
  • D. Jardim, L. Nunes, M. D. Dias, Automatic Human Activity Segmentation and Labeling in RGBD Videos, International KES Conference on INTELLIGENT DECISION TECHNOLOGIES Luís Miguel Martins Nunes KED-IDT, Tenerife, Spain, Vol. Smart Innovation, Systems and Technologies, pp. 383 - 394, June, 2016,
    | Abstract     | Full text (PDF 330 KBs) | BibTex
  • S. Romano, L. Nunes, A. Christensen, M. Duarte, S. Oliveira, Genome Variations, ROBOT'2015 - Second Iberian Robotics Conference ROBOT2015, Lisbon, Portugal, Vol. 417, pp. 309 - 319, November, 2015,
    | Abstract     | BibTex
  • V Lopes, C. R. Paio, N. Beirão, M. Pinho, L. Nunes, Multidimensional analysis of public open spaces: Urban morphology, parametric modelling and data mining, Education and research in computer aided architectural design in europe (eCAADe) eCAADe, Viena, Austria, Vol. 1, pp. 1 - 1, September, 2015,
    | Abstract     | BibTex
  • L. Nunes, D. Jardim, M. D. Dias, Human Activity Recognition and Prediction, INSTICC Doctoral Consortium on Pattern Recognition Applications and Methods DCPRAM, Lisboa, Portugal, Vol. 1, pp. 24 - 32, January, 2015,
    | Abstract     | BibTex
  • A. Christensen, S. Oliveira, O. Postolache, J. Oliveira, S. Sargento, P. Santana, L. Nunes, F. J. Velez, P. Sebastião, V.C. Costa, M. Duarte, J. Gomes, T. R. Rodrigues, F. Silva, Design of Communication and Control for Swarms of Aquatic Surface Drones, INSTICC International Conference on Agents and Artificial Intelligence ICAART, Lisbon, Portugal, Vol. 2, pp. 548 - 555, January, 2015 | BibTex
  • R. B. Medeiros, G. S. Moniz, M. M. Batista, I. Trancoso, L. Nunes, Disfluency Detection Based on Prosodic Features for University Lectures, Annual Conf. of the International Speech Communication Association - Interspeech, Lyon, France, Vol. NA, pp. NA - NA, August, 2013,
    | Abstract     | BibTex
  • B Costa, S. Oliveira, L. Nunes, Profiling Web Users Preferences with Text Mining Plan2See – dynamic formulation of conceptual groups, CISTI 2013 - 8ª Conferência Ibérica de Sistemas e Tecnologias da Informação, Lisbon, Portugal, Vol. 2, pp. 73 - 76, June, 2013,
    | Abstract     | BibTex
  • A. V. D. Gil, L. Nunes, Hierarchical reinforcement learning using path clustering, CISTI 2013 - 8ª Conferência Ibérica de Sistemas e Tecnologias da Informação, Lisbon, Portugal, Vol. 1, pp. 659 - 664, June, 2013,
    | Abstract     | BibTex
  • R. B. Medeiros, M. M. Batista, G. S. Moniz, I. Trancoso, L. Nunes, Comparing different machine learning approaches for disfluency structure detection in a corpus of university lectures, Speech and Language Technology in Education - SLaTE, Porto, Portugal, Vol. 1, pp. 259 - 269, June, 2013,
    | Abstract     | BibTex
  • S. Oliveira, L. Nunes, A. Christensen, An Experiment in Mixing Evolving and Preprogrammed Robots, European Conf. on Artificial Life - ECAL, Paris, France, Vol. 1, pp. 605 - 612, August, 2011 | BibTex
  • S. Oliveira, L. Nunes, Hierarchical Reinforcement Learning: Learning Sub-goals and State-Abstraction, Conf. Ibérica de Sistemas e Tecnologias de Informação - CISTI, Chaves, Portugal, Vol. II, pp. 245 - 248, June, 2011,
    | Abstract     | BibTex
  • J. Vicente, L. Nunes, Automatic Learning of Typical Paths in Video Surveillance, Jornadas de Classificação e Análise de Dados - JOCLAD, Lisboa, Portugal, Vol. 1, pp. 249 - 252, March, 2010 | BibTex
  • L. Nunes, E. Oliveira, Communicating During Learning, Workshop on Cooperative Multiagent Learning - WCMAL - ECML05, Porto, Portugal, Vol. 1, pp. 63 - 74, October, 2005 | BibTex
  • L. Nunes, E. Oliveira, Learning from Multiple Sources, International Conf. on Autonomous Agents and Multiagent Systems - AAMAS, New York, United States, Vol. 3, pp. 1106 - 1113, July, 2004 | BibTex

Closed Projects1

Acronym Name Funding Agency Start date Ending date
Multipass Multipass Thales Alenia Space 01-07-2013 01-12-2014
5Miscellaneous
  • L. Nunes, Integration of Heterogeneous Hypotheses in Multiagent Learning, MSc Thesis Jury, 01-10-2012
  • L. Nunes, Applying Serious Games to Assess Driver Information System Ergonomics, MSc Thesis Jury, 01-06-2012
  • L. Nunes, Multi-agent system for simulation and validation of scenarios, doctrines, missions and behavioral models used with virtual environments doctrines, missions and behavioral models used with virtual environments, MSc Thesis Jury, 01-06-2012
  • L. Nunes, Coordination in Multi-Agent Systems: Applications in Robotic Soccer, Member of Advisory Committee, 01-10-2011
  • L. Nunes, Modelação e Validação de Processos de Car-Following em Netlogo para Simulação de Fluxo de Tráfego Rodoviário, MSc Thesis Jury, 01-10-2011
1Short Courses and Seminars
  • L. Nunes, SITREP: Technology as a tool for a more informed and active participation ?, Portugal, Lisboa, 07-2017
2Refereeing Journals
  • IEEE Trans. on Intelligent Transportation Systems
    2014, 1 review(s); 2011, 1 review(s);
  • Autonomous Agents and Multi-Agent Systems
    2012, 1 review(s);
10Refereeing Conferences
  • International Workshop on Soft Computing Models in Industrial Applications - SOCO
    2014, 1 review(s); 2013, 1 review(s); 2012, 1 review(s); 2011, 1 review(s);
  • International Conf. on Agents and Artificial Intelligence - ICAART
    2017, 1 review(s); 2015, 1 review(s); 2014, 1 review(s); 2013, 1 review(s); 2012, 1 review(s); 2011, 1 review(s);
  • IBERAMIA 11th Ibero-American Conf. on Artificial Intelligence
    2012, 1 review(s);

  • 2013, 1 review(s);
  • Portuguese Conf. on Artificial Intelligence - EPIA
    2017, 1 review(s); 2013, 1 review(s);
  • International Conf. on Autonomous Agents and Multiagent Systems - AAMAS
    2014, 1 review(s);
  • La Sociedade Iberoamericana de Inteligência Artificial Ibero-American Conference on Artificial Intelligence - IBERAMIA
    2014, 1 review(s);
  • Conf. Ibérica de Sistemas e Tecnologias de Informação - CISTI
    2014, 1 review(s);
  • IEEE Conf. on Intelligent Transportation Systems
    2014, 1 review(s);
  • IJCCI International Conf. on Evolutionay Computation - ICEC
    2017, 1 review(s);
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