David Martins de Matos

From L²F

David Martins de Matos

David Martins de Matos graduated in Electrical and Computer Engineering in 1990 from Instituto Superior Técnico (IST), Lisbon. He received a Masters Degree in Electrical and Computer Engineering in 1995 (from IST), on object-oriented programming in distributed systems. In 2005, he received a Doctor of Engineering Degree in Systems and Computer Science (IST), on automatic natural language generation. He has been teaching since 1993 (on logic and functional programming, object-oriented programming, algorithms and data structures, compiler construction, computer architecture, distributed systems, computer graphics, and natural language processing). He was a researcher at INESC, from 1988 to 2000, in the Distributed Systems, Telematic Services and Systems, and Software Engineering Groups. In 1998 he became a member of the Telematic and Computational Systems Center (IST), until 2001, when he became a member of INESC-ID's newly created Spoken Language Systems Lab (L²F). In the past, he participated in several European and National projects, as well as projects in the private sector (banking and telecommunications industries), both national and international. He is a senior member of the ACM (SIGMM, SIGIR) and of the IEEE (Signal Processing Society, Computer Society, Robotics and Automation Society). He is also a member of the Order of Portuguese Engineers.

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INESC ID Information

Publications

Book Chapters

2013

  • Ricardo Ribeiro, David Martins de Matos, Multi-source, Multilingual Information Extraction and Summarization, chapter Improving Speech-to-Text Summarization by Using Additional Information Sources, Springer, ISBN 978-3-642-28568-4 , January 2013

2004

International Journals

2017

  • Luís Marujo, Ricardo Ribeiro, Anatole Gershman, David Martins de Matos, João Paulo da Silva Neto, Jaime Carbonell, Event-Based Summarization using a Centrality-As-Relevance Model, Knowledge and Information Systems, Springer, vol. 50, n. 3, pages 945-968, doi: 10.1007/s10115-016-0966-4, March 2017

2016

  • Luís Filipe Garcia, Luís C. Oliveira, David Martins de Matos, Evaluating pictogram prediction in a location-aware augmentative and alternative communication system, Assistive Technology, Taylor & Francis, vol. 28, n. 2, pages 83-92, doi: 10.1080/10400435.2015.1092181, April 2016
  • Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo, Summarization of Films and Documentaries Based on Subtitles and Scripts, Pattern Recognition Letters, Elsevier, vol. 73, pages 7-12, doi: 10.1016/j.patrec.2015.12.016, April 2016
  • Luís Marujo, Wang Ling, Ricardo Ribeiro, Anatole Gershman, Jaime Carbonell, David Martins de Matos, João Paulo da Silva Neto, Exploring Events and Distributed Representations of Text in Multi-Document Summarization, Knowledge-Based Systems, Elsevier, vol. 94, pages 33-42, doi: 10.1016/j.knosys.2015.11.005, February 2016

2015

  • Luís Filipe Garcia, Luís C. Oliveira, David Martins de Matos, Measuring the Performance of a Location-Aware Text Prediction System, Transactions on Accessible Computing, ACM, vol. 7, n. 1, doi: 10.1145/2739998, June 2015
  • Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos, On the Application of Generic Summarization Algorithms to Music, IEEE Signal Processing Letters, IEEE, vol. 22, n. 1, doi: 10.1109/LSP.2014.2347582, January 2015

2014

  • Luís Garcia, Luís C. Oliveira, David Martins de Matos, Word and Sentence Prediction: Using the best of the two worlds to assist AAC users, Technology and Disability, IOS Press, vol. 26, n. 2, pages 79-91, doi: 10.3233/TAD-140406, November 2014

2011

2008

International Conferences

2016

  • Eugénio Alves Ribeiro, Fernando Batista, Isabel Trancoso, Ricardo Ribeiro, David Martins de Matos, Automatic Detection of Hyperarticulated Speech, In IberSPEECH 2016, Springer International Publish, vol. 10077, series Lecture Notes in Computer Science, pages 182--191, doi: http://dx.doi.org/10.1007/978-3-319-49169-1_18, Advances in Speech and Language Technologies for Iberian Languages: Third International Conference, IberSPEECH 2016, Lisbon, Portugal, November 23-25, 2016, Proceedings, Lisbon, November 2016
  • Fernando Batista, Pedro dos Santos Lopes Curto, Isabel Trancoso, Alberto Abad, Jaime Rodrigues Ferreira, Eugénio Alves Ribeiro, Helena Moniz, David Martins de Matos, Ricardo Ribeiro, SPA: Web-based Platform for easy Access to Speech Processing Modules, In LREC, European Language Resources Association (ELRA), pages 3886--3892, doi: ISBN: 978-2-9517408-9-1, Portorož, Slovenia, May 2016
  • Bruno Filipe Silva Dias, H. Sofia Pinto, David Martins de Matos, BPMTimeline: JavaScript Tempo Functions and Time Mappings using an Analytical Solution, In 2nd Web Audio Conference (WAC), Georgia Institute of Technology, http://hdl.handle.net/1853/54588, March 2016
  • Bruno Filipe Silva Dias, David Martins de Matos, Matthew E.P. Davies, H. Sofia Pinto, Time Stretching & Pitch Shifting with the Web Audio API: Where are we at?, In 2nd Web Audio Conference (WAC), Georgia Institute of Technology, http://hdl.handle.net/1853/54587, March 2016

2015

  • Luís Marujo, Wang Ling, Isabel Trancoso, Chris Dyer, Alan W. Black, Anatole Gershman, David Martins de Matos, João Paulo da Silva Neto, Jaime G. Carbonell, Automatic Keyword Extraction on Twitter, In 53rd Annual Meeting of the Association for Computational Linguistics, ACL, Beijing, China, July 2015
  • Luís Marujo, José Portêlo, Wang Ling, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj, Privacy-Preserving Multi-Document Summarization, In ACM SIGIR Workshop on Privacy-Preserving Information Retrieval, Santiago, Chile, July 2015

2014

  • Luís Marujo, Joao P. Carvalho, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos, Textual Event Detection using Fuzzy Fingerprints, In IEEE Intelligent Systems IS’14, IEEE, pages 825-836, Warsaw, Poland, September 2014
  • Luís Marujo, José Portêlo, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj, Privacy-Preserving Important Passage Retrieval, In PIR14: Privacy-Preserving IR: When Information Retrieval Meets Privacy and Security (SIGIR 2014 Workshop), ACM, series SIGIR, Gold Coast, Australia, July 2014
  • Luís Garcia, Luís C. Oliveira, David Martins de Matos, What Can We Do To Make AAC Devices Configuration Easier?, In ISAAC Conference 2014, International Society for Augmentative and Alternative Commu, Lisbon, Portugal, July 2014
  • Vera Cabarrão, Helena Moniz, Fernando Batista, Ricardo Ribeiro, Nuno J. Mamede, Hugo Meinedo, Isabel Trancoso, Ana Isabel Mata, David Martins de Matos, Revising the Annotation of a Broadcast News Corpus: a Linguistic Approach, In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), European Language Resources Association (ELRA), pages 3908-3913, Reykjavik, Iceland, May 2014

2013

  • Luís Garcia, Luís C. Oliveira, David Martins de Matos, Word and Sentence Prediction: Using the Best of the Two Worlds to Assist AAC Users, In 12th European AAATE Conference, IOS Press, Vilamoura, Portugal, September 2013
  • Ricardo Ribeiro, David Martins de Matos, Revisiting Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity: Extended abstract, In IJCAI 2013 - Journal Track, AAAI, pages 3175-3179, Beijing, China, August 2013
  • Ricardo Ribeiro, Luís Marujo, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Self reinforcement for important passage retrieval, In 36th international ACM SIGIR conference on Research and development in information retrieval, ACM, pages 845-848, Dublin, Ireland, July 2013
  • Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos, Understanding Temporal Dynamics of Ratings in the Book Recommendation Scenario, In International Conference on Information Systems and Design of Communication, ACM, series ISDOC 2013, pages 11-15, doi: 10.1145/2503859.2503862, Lisboa, Portugal, July 2013
  • Nuno Neves, Nuno Sebastião, André Patrício, David Martins de Matos, Pedro Tomás, Paulo Flores, Nuno Roma, BioBlaze: Multi-Core SIMD ASIP for DNA Sequence Alignment, In International Conference on Application-specific Systems, Architectures and Processors (ASAP 2013), IEEE, pages 241-244, HELIXprjPARHARD, Washington D.C., USA, June 2013

2012

  • Luís Marujo, Wang Ling, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos, Recognition of Named-Event Passages in News Articles, In 25th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, December 2012
  • Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos, LitRec vs. Movielens: A Comparative Study, In International Conference on Knowledge Discovery and Information Retrieval (KDIR 2012), Barcelona, Spain, October 2012
  • Paula Cristina Vaz, David Martins de Matos, Bruno Martins, Stylometric Relevance-feedback towards a Hybrid Book Recommendation Algorithm, In BooksOnline’12 - Online Books, Complementary Social Media (workshop in conjunction with CIKM’12), Maui, Hawaii, USA, October 2012
  • Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Key Phrase Extraction of Lightly Filtered Broadcast News, In 15th International Conference on Text, Speech and Dialogue (TSD 2012), Springer, Brno, Czech Republic, September 2012
  • Hugo Rodrigues, Luísa Coheur, Ana Cristina Mendes, Ricardo Ribeiro, David Martins de Matos, Testing lexical approaches in QA4MRE, In CLEF 2012, Online Working Notes, Roma, Italy, September 2012
  • Carlos Manuel Tadeia Rosão, Ricardo Ribeiro, David Martins de Matos, Comparing Onset Detection Methods Based on Spectral Features, In OSDOC 2012: Workshop Open Source and Design of Communication , ACM, pages 71-78, doi: 10.1145/2316936.2316949, June 2012
  • Gracinda Carvalho, Isabel Falé, David Martins de Matos, Vítor Rocio, Searching a Mixed Corpus in the Light of the New Portuguese Orthographic Norm, In Computational Processing of the Portuguese Language - PROPOR 2012, Springer, vol. 7243, series Lecture Notes in Computer Science -- LNAI 7243/2012, pages 56--62, doi: 10.1007/978-3-642-28885-2_6, Coimbra, Portugal, April 2012
  • Ricardo Ribeiro, David Martins de Matos, Summarizing Speech by Contextual Reinforcement of Important Passages, In Computational Processing of the Portuguese Language - PROPOR 2012, Springer, vol. 7243, series Lecture Notes in Computer Science -- LNAI 7243/2012, pages 392-402, doi: 10.1007/978-3-642-28885-2_44, Coimbra, Portugal, April 2012

2011

  • Paula Cristina Vaz, David Martins de Matos, Incremental Genre Detection for Recommendation in the Long Tail, In LTC11 - 5th Language & Technology Conference, Poznań, Poland, November 2011
  • David Miguel Guilherme Branquinho Ribeiro Antunes, Dário Figueira, David Martins de Matos, Alexandre Bernardino, José Gaspar, Multiple Hypothesis Tracking in Camera Networks, In OMNIVIS 2011 - 11th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras, Barcelona, Spain, November 2011

2010

  • Gracinda Carvalho, David Martins de Matos, Vítor Rocio, Improving IdSay: a characterization of strengths and weaknesses in Question Answering systems for Portuguese, In International Conference on Computational Processing of Portuguese Language (PROPOR 2010), Springer, series LNCS, Porto Alegre, Brasil, April 2010

2009

  • Gracinda Carvalho, David Martins de Matos, Vitor Rocio, IdSay: Question Answering for Portuguese, In Evaluating Systems for Multilingual and Multimodal Information Access, Springer Berlin / Heidelberg, series Lecture Notes in Computer Science, pages 345-352, doi: 10.1007/978-3-642-04447-2_40, ISBN 978-3-642-04446-5, Aarhus, Denmark, September 2009

2008

  • Gracinda Carvalho, David Martins de Matos, Vitor Rocio, IdSay: A Question Answering system for Portuguese powered by Wikipedia, In Propor 2008 Special Session: Applications of Portuguese Speech and Language Technologies, Curia, Portugal, September 2008
  • Gracinda Carvalho, David Martins de Matos, Vitor Rocio, IdSay: Question Answering for Portuguese, In QA@CLEF 2008 Workshop (European Conference on Research and Advanced Technology for Digital Libraries - ECDL 2008), Aarhus, Denmark, September 2008
  • Ana Cristina Mendes, Luísa Coheur, Nuno J. Mamede, Ricardo Ribeiro, David Martins de Matos, Fernando Batista, QA@L2F, first steps at QA@CLEF, Springer-Verlag, vol. 5152, series Lecture Notes in Computer Science, September 2008
  • Ricardo Ribeiro, David Martins de Matos, Mixed-Source Multi-Document Speech-to-Text Summarization, In MMIES-2: Multi-source, Multilingual Information Extraction and Summarization (COLING 2008), Coling 2008 Organizing Committee, series The 22nd International Conference on Computational Linguisti, pages 33--40, Manchester, UK, August 2008

2007

  • Ricardo Ribeiro, David Martins de Matos, Extractive Summarization of Broadcast News: Comparing Strategies for European Portuguese, In Text, Speech and Dialogue, 10th International Conference, TSD 2007, Springer, vol. 4629, series Lecture Notes in Computer Science, ISBN 978-3-540-74627-0, pages 115-122, doi: 10.1007/978-3-540-74628-7_17, ISBN 978-3-540-74627-0, Pilsen, Czech Republic, September 2007
  • Ana Cristina Mendes, Luísa Coheur, Nuno J. Mamede, Luís Carlos da Silva Romão, João Miguel Sanches Loureiro, Ricardo Ribeiro, Fernando Batista, David Martins de Matos, QA@L2F@QA@CLEF, In Working Notes for the CLEF 2007 Workshop, September 2007

2004

  • David Martins de Matos, Angelo Reis, Marco Costa, Nuno J. Mamede, Safe sharing in an application building environment, In Proceedings of the Herramientas y Recursos Linguísticos para el Español y el Portugués workshop, a satelite of the Ninth, pages 249-256, Puebla, Mexico, November 2004
  • Ricardo Ribeiro, David Martins de Matos, Nuno J. Mamede, How to integrate data from different sources, In Language Resources and Evaluation Conference - LREC 2004, European Language Resources Association (ELRA), pages 52-58, Workshop "Registry of Linguistic Data Categories within an Integrated Language Resources Repository Area", Lisboa, Portugal, May 2004
  • David Martins de Matos, Ricardo Ribeiro, Nuno J. Mamede, Rethinking Reusable Resources, In Proceedings of the Fourth International Conference On Language Resources and Evaluation - LREC'2004, pages 357-360, Lisboa, Portugal, May 2004

2003

  • David Martins de Matos, Joana Paulo Pardal, Nuno J. Mamede, Managing Linguistic Resources and Tools, In Proc. of the 6th Intl. Workshop, PROPOR 2003,, Springer-Verlag, Heidelberg, pages 135-142, doi: 10.1007/3-540-45011-4_20, ISBN 978-3-540-40436-1, Faro, Portugal, June 2003

2002

  • David Martins de Matos, Nuno J. Mamede, Data-driven application configuration, In Workshop Customizing Knowledge in NLP Applications, International Conference on Language Resources and Evaluation, Las Palmas, May 2002

National Conferences

2011

  • Pedro Féria de Almeida Girão Antunes, David Martins de Matos, Isabel Trancoso, Audio Based Segmentation Using Timbre and Chroma Features, In INForum 2011 - Computação Sonora e Musical, Coimbra, Portugal, September 2011

2010

2007

2006

1997

1990

  • José Carmona, David Martins de Matos, João Carlos Serrenho Dias Pereira, DDT - Manipulação Directa de Entidades Paramétricas Tridimensionais, In Terceiro Encontro Nacional de Computação Gráfica, October 1990

Technical Reports

2008

  • David Martins de Matos, Ricardo Ribeiro, Sérgio Paulo, Fernando Batista, Luísa Coheur, Joana Paulo Pardal, Natural Language Engineering on a Computational Grid (NLE-GRID) T2 - Encapsulation of Reusable Components, Tech. Rep. 31 / 2008 INESC-ID Lisboa, January 2008
  • David Martins de Matos, Ricardo Ribeiro, Natural Language Engineering on a Computational Grid (NLE-GRID) T2h - Encapsulation of Reusable Components: Lexicon Repository and Server, Tech. Rep. 32 / 2008 INESC-ID Lisboa, January 2008

2007

  • Ricardo Ribeiro, David Martins de Matos, Computational Discourse Analysis, Tech. Rep. 32 / 2007 INESC-ID Lisboa, July 2007

2006

  • Joana Paulo Pardal, David Martins de Matos, Nuno J. Mamede, PAsMo -- Pós-AnáliSe MOrfológica, Tech. Rep. 40 / 2006 INESC-ID Lisboa, June 2006

2004

  • David Martins de Matos, Nuno J. Mamede, The £ Protocol, Tech. Rep. 26 / 2004 INESC-ID Lisboa, September 2004

2003

  • David Martins de Matos, Nuno J. Mamede, GALINHA - PHP Interface Engine, Tech. Rep. 73 / 2003 INESC-ID Lisboa, July 2003
  • David Martins de Matos, Nuno J. Mamede, Linguistic Resources Database - Database Driver Code Generator (DTL/ODBC), Tech. Rep. 74 / 2003 INESC-ID Lisboa, July 2003

1997

  • David Martins de Matos, Alberto Rodrigues da Silva, Elsa Alexandra Cabral da Rocha Cardoso, Avaliação de Métodos, Técnicas e Ferramentas de Modelação, Tech. Rep. 2 / 1997 INESC-ID Lisboa, November 1997
  • David Martins de Matos, Elsa Alexandra Cabral da Rocha Cardoso, Alberto Rodrigues da Silva, Modelo de Avaliação de Ferramentas de Modelação, Tech. Rep. 1 / 1997 INESC-ID Lisboa, July 1997

1993

  • David Martins de Matos, The C++ Language on the INESC Kernel, Tech. Rep. 1 / 1993 INESC-ID Lisboa, February 1993

1991

  • Paulo Ferreira, Manuel Sequeira, André Ventura da Cruz Marnôto Zúquete, David Martins de Matos, Cristina Lopes, Pedro Manuel Moreira Vaz Antunes de Sousa, IK 1.0 EC++ Users, Tech. Rep. 4 / 1991 INESC-ID Lisboa, July 1991
  • André Ventura da Cruz Marnôto Zúquete, David Martins de Matos, Paulo Ferreira, Pedro Manuel Moreira Vaz Antunes de Sousa, IK 1.0 Installation and Configuration Manual, Tech. Rep. 6 / 1991 INESC-ID Lisboa, July 1991
  • André Ventura da Cruz Marnôto Zúquete, David Martins de Matos, Paulo Ferreira, Pedro Manuel Moreira Vaz Antunes de Sousa, IK 1.0 Users Manual, Tech. Rep. 5 / 1991 INESC-ID Lisboa, July 1991
  • David Martins de Matos, Sally: Gestão de Memória Baseada em Segmentos Lógicos, Tech. Rep. 3 / 1991 INESC-ID Lisboa, July 1991
  • David Martins de Matos, João Carlos Serrenho Dias Pereira, Integração da Biblioteca ET++ no Ambiente Aida, Tech. Rep. 7 / 1991 INESC-ID Lisboa, February 1991

Doctoral Theses

2005

Masters Theses

1994

  • David Martins de Matos, Técnicas para a Programação de Aplicações Distribuídas e Persistentes num Modelo de Objectos Uniforme e Transparente, MSc thesis, Instituto Superior Técnico, Universidade Técnica de Lisboa, Lisboa, September 1994

Other Publications

2015

  • Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Summarization of Films and Documentaries Based on Subtitles and Scripts, http://arxiv.org/abs/1506.0127, June 2015
  • António Luís Vilarinho dos Santos Lopes, David Martins de Matos, Vera Cabarrão, Ricardo Ribeiro, Helena Moniz, Isabel Trancoso, Ana Isabel Mata da Silva, Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers, http://arxiv.org/abs/1503.0914, March 2015
  • Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos, Using Generic Summarization to improve Music Information Retrieval Tasks, http://arxiv.org/abs/1503.0666, March 2015

2014

  • Luís Marujo, José Portêlo, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime G. Carbonell, Isabel Trancoso, Bhiksha Raj, Privacy-Preserving Important Passage Retrieval, http://arxiv.org/abs/1407.5416, July 2014
  • Pedro Féria de Almeida Girão Antunes, David Martins de Matos, Ricardo Ribeiro, Isabel Trancoso, Automatic Fado Music Classification, http://arxiv.org/abs/1406.4447, June 2014
  • Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos, On the Application of Generic Summarization Algorithms to Music, http://arxiv.org/abs/1406.4877, June 2014
  • Luís Marujo, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos, Ensemble Detection of Single & Multiple Events at Sentence-Level, http://arxiv.org/abs/1403.6023, March 2014
  • Ricardo Ribeiro, David Martins de Matos, Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity, http://arxiv.org/abs/1401.3908, January 2014

2013

  • Luís Marujo, Anatole Gershman, Jaime Carbonell, David Martins de Matos, João Paulo da Silva Neto, Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning, https://arxiv.org/abs/1312.659, December 2013
  • Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Key Phrase Extraction of Lightly Filtered Broadcast News, https://arxiv.org/abs/1306.489, June 2013
  • Luís Marujo, Wang Ling, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos, Recognition of Named-Event Passages in News Articles, arXiv preprint arXiv:1306.4908, June 2013
  • Gonçalo Fernandes Simões, Helena Galhardas, David Martins de Matos, A Labeled Graph Kernel for Relationship Extraction, arXiv preprint arXiv:1302.4874, February 2013

2012

2011

  • David Miguel Guilherme Branquinho Ribeiro Antunes, David Martins de Matos, José Gaspar, A Library for Implementing the Multiple Hypothesis Tracking Algorithm, http://arxiv.org/abs/1106.2263, June 2011

PhD theses

Ongoing

  • Bibliotecas de axiomáticas, conceitos e resultados para sistemas algébricos, João Jorge da Costa Vieira Ramires. Universidade Aberta (2017-). David Martins de Matos, co-advisor.
  • Sistemas de Diálogo em Robôs Sociais, Miguel Serras Vasco. Instituto Superior Técnico, Universidade de Lisboa (2017-). Ana Paiva, advisor. David Martins de Matos, co-advisor.
  • Unsupervised Learning of Semantic Knowledge, Jaime Rodrigues Ferreira. Instituto Superior Técnico, Universidade de Lisboa (2017-). David Martins de Matos, advisor.
  • Semantic Structures of Music Artifacts, Francisco Afonso Raposo. Instituto Superior Técnico, Universidade de Lisboa (2015-). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Learning Through Dialogue for Artificial Entities, Eugénio Alves Ribeiro. Instituto Superior Técnico, Universidade de Lisboa (2013-). David Martins de Matos, advisor.
  • Feature Extraction for Content-based Recommendation of Text Documents - Mining the Long Tail, Paula Cristina Vaz. Instituto Superior Técnico, Universidade Técnica de Lisboa (2011-). David Martins de Matos, advisor.
  • Toward a Context-Aware Augmentative and Alternative Communication System for the European Portuguese, Luís Filipe Nobre Horta Baptista Garcia. Instituto Superior Técnico, Universidade de Lisboa (2006-). Luís C. Oliveira, advisor. David Martins de Matos, co-advisor.

Finished

  • Event-based Multi-document Summarization, Luís Marujo. Instituto Superior Técnico / CMU (2011-2015). João Paulo da Silva Neto, advisor. David Martins de Matos, co-advisor.
  • Robust Question Answering, Gracinda Carvalho. Universidade Aberta (2007-2012). David Martins de Matos, co-advisor.

MSc theses

Ongoing

  • Discourse analysis for mental health monitoring, Pedro Rafael Barriga Negra Ascenção. (2017-). David Martins de Matos, advisor. Annamaria Pompili , co-advisor.
  • Geração Automática de Música, Dulce de Jesus Costa. Instituto Superior Técnico, Universidade de Lisboa (2017-). David Martins de Matos, advisor.
  • Musica e creatividade, Luis Carlos de Almeida Espirito Santo. Instituto Superior Técnico, Universidade de Lisboa (2017-). H. Sofia Pinto, advisor. David Martins de Matos, co-advisor.
  • Geocodificação e Datação Automática de Obras Musicais com, Base no Conteúdo Áudio, Mauro Domingues Teles. Instituto Superior Técnico, Universidade de Lisboa (2015-). Bruno Martins, advisor. David Martins de Matos, co-advisor.

Finished

  • Natural Language Generation for Open-domain Human-robot Interaction, António Luís Vilarinho dos Santos Lopes. Instituto Superior Técnico, Universidade de Lisboa (2015-2017). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Arc Summaries for TV Series, Pedro Filipe Flores Cristovão. Instituto Superior Técnico, Universidade de Lisboa (2014-2017). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Computational Detection of Irony in Textual Messages, Filipe Nuno Marques Pires da Silva. Instituto Superior Técnico, Universidade de Lisboa (2015-2016). Bruno Martins, advisor. David Martins de Matos, co-advisor.
  • Understanding Spatial Semantics in Natural Language, Alexey Mazalov. Instituto Superior Técnico, Universidade de Lisboa (2015-2016). Bruno Martins, advisor. David Martins de Matos, co-advisor.
  • Open Information Extraction in Spoken Dialogue, José Jorge Marcos Raposo. (2015-2016). David Martins de Matos, advisor. Bruno Martins, co-advisor.
  • Polinformatics and using textual transcript of parliamentary interventions for profiling Portuguese politicians, Vasco Pinto Ferreira. Instituto Superior Técnico, Universidade de Lisboa (2015-2016). Bruno Martins, advisor. David Martins de Matos, co-advisor.
  • Thematically-Driven Guitar Music Retrieval, Daniel Filipe Pombo da Silva Baptista. Instituto Superior Técnico, Universidade de Lisboa (2014-2016). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Automated Generation of Movie Tributes, Ana Marta Simões Aparício. (2014-2015). Ricardo Ribeiro, advisor. David Martins de Matos, co-advisor.
  • Grid Computing in Organizational Enviroments, Guilherme de Sousa Aranha. (2014-2015). David Martins de Matos, advisor. Nuno Roma, co-advisor.
  • Audio Cover Song Identification, Carlos Manuel Rodrigues Duarte. (2014-2015). David Martins de Matos, advisor.
  • Video Summaries for Science Talks, Paulo César Dias Figueiredo. (2014-2015). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Incremental Learning of Probabilistic Models in High-Dimensional Space, Jaime Rodrigues Ferreira. Instituto Superior Técnico, Universidade de Lisboa (2014-2015). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Towards an Advanced Interoperability Framework Between the Robotic Middlewares YARP and ROS , Miguel Moreira de Figueiredo Osório de Aragão. Instituto Superior Técnico, Universidade de Lisboa (2013-2015). David Martins de Matos, advisor.
  • Compilation of OpenCL Programs for Stream Processing Architectures, Pedro Miguel Grosso Moreira. Instituto Superior Técnico, Universidade de Lisboa (2013-2015). David Martins de Matos, advisor. Pedro Tomás, co-advisor.
  • Implementation of OpenMP on Application-Specific Architectures, Cláudia Filipa Rosa Henriques. Instituto Superior Técnico, Universidade de Lisboa (2013-2014). David Martins de Matos, advisor. Nuno Roma, co-advisor.
  • Influence of Summarization on Music Classification Tasks, Francisco Afonso Raposo. (2013-2014). David Martins de Matos, advisor. Ricardo Ribeiro, co-advisor.
  • Audio Chord Estimation, David Barbosa Maia. Instituto Superior Técnico (2011-2012). David Martins de Matos, advisor.
  • Situated Dialog for speaking Robots, Eugénio Alves Ribeiro. (2011-2012). David Martins de Matos, advisor.
  • Onset Detection in Music Signals, Carlos Manuel Tadeia Rosão. (2011-2012). Ricardo Ribeiro, advisor. David Martins de Matos, co-advisor.
  • Audio-based Music Segmentation Using Multiple Features, Pedro Féria de Almeida Girão Antunes. Instituto Superior Técnico (2010-2011). David Martins de Matos, advisor. Isabel Trancoso, co-advisor.
  • Multi-sensor based Localization and Tracking for Intelligent Environments, David Miguel Guilherme Branquinho Ribeiro Antunes. Instituto Superior Técnico (2010-2011). David Martins de Matos, co-advisor.
  • Spoken Interaction with Synthetic Entities, Artur David Felix Ventura. (2009-2010). David Martins de Matos, advisor.
  • Music Information Extraction and Retrieval, Ricardo Jorge Sebastião dos Santos. Instituto Superior Técnico (2007-2010). David Martins de Matos, advisor. Isabel Trancoso, co-advisor.
  • Workflow Control for Distributed Natural Language Processing Applications, Wang Ling. Instituto Superior Técnico (2008-2009). David Martins de Matos, advisor. Luísa Coheur, co-advisor.
  • Multiprocessor Platforms for Natural Language Processing, Henrique Ribeiro Vasconcelos Costa. Instituto Superior Técnico (2007-2009). David Martins de Matos, advisor.
  • Portal para Notícias Televisivas, Bruno Eduardo Serrão Santos. Instituto Superior Técnico (2006-2008). David Martins de Matos, advisor. João Paulo da Silva Neto, co-advisor.

Graduation theses

Finished

  • Sintetizador de Canto em Português, Parul Hemendra, Rohit Jayendra. Instituto Superior Técnico (2002-2004). Luís C. Oliveira, advisor. David Martins de Matos, co-advisor.

Internships

Ongoing

  • The Mechanical Composer, João Teixeira Figueira. (2017-). David Martins de Matos, advisor.
  • Deep Approaches to Creativity , Rui Orlando Magalhães Ribeiro. (2017-). David Martins de Matos, advisor.
  • Estágio, , João Rui Serote Nunes Martins Cruz, Hugo Rafael Silva Guerreiro. Instituto Superior Técnico, Universidade de Lisboa (2017-). David Martins de Matos, advisor.
  • Machine learning for creative applications, Francisco Lopes Pereira de Carvalho. Instituto Superior Técnico, Universidade de Lisboa (2017-). David Martins de Matos, advisor.
  • Caracterização de conteúdo emocional em Fado, Dorin Gujuman. Instituto Superior Técnico, Universidade de Lisboa (2017-). David Martins de Matos, advisor.
  • Efficient Sampling in Bayesian Networks, Manuel José Ribeiro Vidigueira. Instituto Superior Técnico, Universidade de Lisboa (2017-). David Martins de Matos, advisor.
  • Reconhecimento Dinâmico de Padrões, Duarte de Matos Soeiro Correia Teles. Instituto Superior Técnico, Universidade de Lisboa (2016-). David Martins de Matos, advisor.
  • The Deep Poet, Guilherme Ilunga. Instituto Superior Técnico, Universidade de Lisboa (2016-). David Martins de Matos, advisor.

Finished

  • Rotação Laboratorial (MIT Portugal), Diogo da Fonseca Rodrigues Valentim Rechena. Instituto Superior Técnico, Universidade de Lisboa (2016-2017). David Martins de Matos, advisor.
  • Creation and management of software packages, Pedro Miguel Carvalho Caldeira. (2016). David Martins de Matos, advisor.
  • 3D Image Capture (Summer internship), André Baptista Águas. Instituto Superior Técnico, Universidade de Lisboa (2016). David Martins de Matos, advisor.
  • Visualization of Vector Spaces, Tiago Jorge Matias Vicente. Instituto Superior Técnico, Universidade de Lisboa (2016). David Martins de Matos, advisor.
  • Creation and management of software packages, João André Bastos. Instituto Superior Técnico, Universidade de Lisboa (2015). David Martins de Matos, advisor.
  • Creation and management of software packages, Fábio Vieira de Almeida. Instituto Superior Técnico, Universidade de Lisboa (2013-2014). David Martins de Matos, advisor.
  • Creation and management of software packages, Filipe Mendes Correira, Carolina Gomes da Silva Ferreirinha Marques. Instituto Superior Técnico, Universidade de Lisboa (2013). David Martins de Matos, advisor.

Teaching

Additional Information

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