Publications

Articles

International Journal Articles: 4

2019

- Eugénio Alves 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: 6

2019

- 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 Alves 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]