Publications

Articles

International Journal Articles: 5

2020

- Annamaria Pompili and Alberto Abad and David Martins de Matos and Isabel Pavão Martins, Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease, article in IEEE Journal of Selected Topics in Signal Processing pp. 1-11, Jan. 2020, IEEE [DOI Article link] [bibTex] [PDF]

2019

- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations, article in Journal of Artificial Intelligence Research vol. 66 pp. 861-899, Dec. 2019, AAAI Press [bibTex] [PDF]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol, article in Linguamática vol. 11 (1) pp. 17-40, Jul. 2019, Universidade do Minho and Universidade de Vigo [Article] [DOI Article link] [bibTex] [PDF]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization, article in Information vol. 10 (3), Mar. 2019, MDPI [Article] [DOI Article link] [bibTex]
- Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro, An information-theoretic approach to machine-oriented music summarization, article in Pattern Recognition Letters, Mar. 2019, Elsevier [DOI Article link] [bibTex]

International Conferences: 8

2020

- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Mapping the Dialog Act Annotations of the LEGO Corpus into ISO 24617-2 Communicative Functions, presented at Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), May. 2020 [bibTex] [PDF]

2019

- Eugénio Ribeiro and Andreia Teixeira and Ricardo Ribeiro and David Martins de Matos, Semantic Frame Induction as a Community Detection Problem, presented at Complex Networks 2019, Dec. 2019 [DOI Article link] [bibTex]
- Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins de Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations, presented at Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May. 2019 [bibTex] [PDF]
- Miguel Serras Vasco and Francisco S. Melo and David Martins de Matos and Ana Paiva and Tetsunari Inamura, Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions, presented at Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, May. 2019 [bibTex]

2018

- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, A Study on Dialog Act Recognition Using Character-Level Tokenization, presented at Artificial Intelligence: Methodology, Systems, and Applications, 18th International Conference, AIMSA 2018, Sep. 2018 [DOI Article link] [bibTex]
- Hugo Rosa and David Martins de Matos and Ricardo Ribeiro and Luísa Coheur and Joao P. Carvalho, A "Deeper" Look at Detecting Cyberbullying in Social Networks, presented at IJCNN, 2018 International Joint Conference on Neural Networks, Jul. 2018 [bibTex] [PDF]

National Conferences: 1

2019

- Luís Filipe Garcia and Luís C. Oliveira and David Martins de Matos, Eugénio V3 – Predição de Texto com Adaptação à Localização, presented at Jornadas SUPERA 2019, May. 2019 [bibTex]

Dissertations

PhD Theses: 2

2018

- Luís Filipe Nobre Horta Baptista Garcia advised by Luís C. Oliveira and David Martins de Matos, Toward a Context-Aware Augmentative and Alternative Communication System for European Portuguese, PhD Thesis, Jun. 2018 [bibTex]
- Paula Cristina Vaz advised by David Martins de Matos, Cascade Book Recommendation, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, May. 2018 [bibTex]

MSc Theses: 5

2019

- João Afonso Raposo advised by David Martins de Matos, Improving Acoustic Features for Structural Segmentation of Music, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2019 [bibTex]
- Luis Carlos de Almeida Espirito Santo advised by H. Sofia Pinto and David Martins de Matos, Automatically Generating Novel and Epic Music Tracks; Exploring Computational Creativity using Deep Structures against Music, MSc Thesis, Jun. 2019 [bibTex]
- Duarte Pompeu advised by Bruno Martins and David Martins de Matos, Interpretable Deep Learning Methods for Classifying Folktales According to the Aarne-Thompson-Uther Scheme, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]
- Ana Rafaela Gravelho Saraiva advised by David Martins de Matos and Teresa Paiva, EEG-based Music Cross-modal Retrieval, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, May. 2019 [bibTex]

2018

- Pedro Rafael Barriga Negra Ascensão advised by David Martins de Matos and Alberto Abad, Discourse analysis for mental health monitoring, MSc Thesis, Oct. 2018 [bibTex]

Internships: 10

2019

- Joaquim Nuno Rodrigues Verdasca advised by David Martins de Matos, Geração de artefactos a partir de descrições, short term traineeship, Jun. 2019 [bibTex]
- Duarte de Matos Soeiro Correia Teles advised by David Martins de Matos, Online Density-based Discriminative Models, short term traineeship, May. 2019 [bibTex]
- Francisco Lopes Pereira de Carvalho advised by David Martins de Matos, Self-organization of Emotional Spaces in Fado Music, short term traineeship, Jan. 2019 [bibTex]

2018

- Inês Maria Rodrigues Azevedo Ferreira advised by David Martins de Matos and Annamaria Pompili , Language Dynamics in Dementia Patients, short term traineeship at FPUL, Universidade de Lisboa, Oct. 2018 [bibTex]
- Diogo Peres Monteiro de Faria Fernandes advised by David Martins de Matos, Analysis of Music Spaces, short term traineeship, Sep. 2018 [bibTex]
- Mathew Estima advised by David Martins de Matos, Unsupervised Topic Modelling of Fernando Pessoa's Works (SiPN/FLAD), short term traineeship at University of Florida, Aug. 2018 [bibTex]
- Manuel José Ribeiro Vidigueira advised by David Martins de Matos, Fine-grained Topic Models, short term traineeship, Jul. 2018 [bibTex]
- Ricardo Miguel Bacala Brancas advised by David Martins de Matos, 64-bit ABI for small Compilers, short term traineeship, Jun. 2018 [bibTex]
- Mariam Hakobyan advised by David Martins de Matos, Supervised Sound Source Separation using Non-negative Matrix Factorization (Capstone Project), short term traineeship at College of Science and Engineering, American University of Armenia, Jun. 2018 [bibTex]
- João Rui Serote Nunes Martins Cruz advised by David Martins de Matos, Topic Models for Scientific Publications, short term traineeship, Jun. 2018 [bibTex]

as Editors

Other Publications: 1

2019

- Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro, editors, Learning Embodied Semantics via Music and Dance Semiotic Correlations, Mar. 2019, http://arxiv.org/abs/1903.1053 [bibTex]