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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
Thematic Line: Networks and Services
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

Bio

Luís Miguel Martins Nunes is currently Assistant Teacher at Instituto Universitário de Lisboa (ISCTE) and researcher at Instituto de Telecomunicações and ISTAR (Information Sciences Technologies and Architecture Research Center).

Luís Nunes completed his PhD in Computer Engineering at Faculdade de Engenharia da Universidade do Porto (FEUP), had previously completed his M.Sc in Electronics Engineering and Computers at Instituto Superior Técnico (IST), former Universidade Técnica de Lisboa (UTL) currently Universidade de Lisboa (UL), and graduated in Computer Science from Faculdade de Ciências da Universidade de Lisboa (FCUL).

Joined Instituto Universitário de Lisboa (ISCTE-IUL) in 1997 as Assistant, and later Assistant Teacher after 2006. At ISCTE-IUL coordinated and lectured several courses, mainly in the areas of Programming and Machine Learning (ML). In the latter, he created in 2007 the ML course for the MSc in Computer Engineering.

He is researcher at Instituto de Telecomunicações and ISTAR, having performed the same functions at LIACC (FEUP), ADETTI (ISCTE) and INESC (IST) in the past. Has coordinated 15 M.Sc. and 2 sucessfull Ph.D. thesis, mostly in ML related topics. Has participated in several national and international projects related to ML and Learning in Multiagent Systems.

Current research interests include machine learning applications, hierarchical reinforcement learning and decision support systems.

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
  • 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
  • Machine Learning
  • Reinforcement Learning
  • Neural Networks
21Supervision of MSc theses
As Supervisor
As Co-supervisor
3Books Chapters
  • M. C. António, LMMN 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, LMMN 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, LMMN 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, LMMN 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, Olhao, Portugal, Vol., pp. -, November, 2018,
    | Abstract     | Full text (PDF 3 MBs) | BibTex
  • R. J. Pêgo, LMMN Nunes, Automatic Discovery and Classifications of IoT Devices, CISTI - Conferência Ibérica de Sistemas e Tecnologias da Informação, Lisboa, Portugal, Vol., pp. -, June, 2017,
    | Abstract     | BibTex
  • M. C. António, LMMN Nunes, A. Almeida, Predicting hotel booking cancellations to decrease uncertainty and increase revenue, TMS Algarve, Faro, Portugal, Vol. 0, pp. 0 - 0, December, 2016,
    | Abstract     | BibTex
  • D. Jardim, LMMN Nunes, M. D. Dias, Predicting Human Activities in Sequences of Actions in RGB-D Videos, International Conference on Machine Vision - ICMV, Nice, France, Vol. In Press, pp. In Press - In Press, November, 2016,
    | Abstract     | Full text (PDF 364 KBs) | BibTex
  • D. Jardim, LMMN 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, LMMN 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, LMMN Nunes, M. D. Dias, Impact of Automated Action Labeling in Classification of Human Actions in RGB-D Videos, European Conference on Artificial Intelligence, Hague, Netherlands, Vol. Volume 285: ECAI 2016, pp. 1632 - 1633, August, 2016,
    | Abstract     | Full text (PDF 87 KBs) | BibTex
  • LMMN 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, LMMN 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, LMMN Nunes, A. Christensen, M. Duarte, S. Oliveira, Genome Variations, Iberian Robotics Conference - ROBOT, Lisbon, Portugal, Vol. 417, pp. 309 - 319, November, 2015,
    | Abstract     | BibTex
  • V Lopes, C. R. Paio, N. Beirão, M. Pinho, LMMN 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
  • LMMN 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, LMMN 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, LMMN 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, LMMN Nunes, Profiling Web Users Preferences with Text Mining Plan2See – dynamic formulation of conceptual groups, CISTI - Conferência Ibérica de Sistemas e Tecnologias da Informação, Lisbon, Portugal, Vol. 2, pp. 73 - 76, June, 2013,
    | Abstract     | BibTex
  • A. V. D. Gil, LMMN Nunes, Hierarchical reinforcement learning using path clustering, CISTI - 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, LMMN 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, LMMN 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, LMMN 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, LMMN 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
  • LMMN Nunes, E. Oliveira, Communicating During Learning, Workshop on Cooperative Multiagent Learning - WCMAL - ECML05, Porto, Portugal, Vol. 1, pp. 63 - 74, October, 2005 | BibTex
  • LMMN 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
  • LMMN Nunes, Integration of Heterogeneous Hypotheses in Multiagent Learning, MSc Thesis Jury, 01-10-2012
  • LMMN Nunes, Applying Serious Games to Assess Driver Information System Ergonomics, MSc Thesis Jury, 01-06-2012
  • LMMN 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
  • LMMN Nunes, Coordination in Multi-Agent Systems: Applications in Robotic Soccer, Member of Advisory Committee, 01-10-2011
  • LMMN 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
  • LMMN Nunes, SITREP: Technology as a tool for a more informed and active participation ?, Portugal, Lisboa, 07-2017
2Refereeing Journals
  • Journal of 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 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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