David Martins de Matos

Most-cited papers

A “Deeper” Look at Detecting Cyberbullying in Social Networks
Hugo Rosa, David Martins de Matos, Ricardo Ribeiro, Luísa Coheur +1 more
2018IEEE International Joint Conference on Neural Network65 citations
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Improving an Hybrid Literary Book Recommendation System through Author Ranking
P. Vaz, David Martins de Matos, Bruno Martins, Pável Calado
2012arXiv.org51 citations
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The Influence of Context on Dialogue Act Recognition
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
201536 citations
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Multicore SIMD ASIP for Next-Generation Sequencing and Alignment Biochip Platforms
Nuno Neves, Nuno Sebastião, David Martins de Matos, Pedro Tomás +2 more
2015IEEE Transactions on Very Large Scale Integration (VLSI) Systems29 citations
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Extractive Summarization of Broadcast News: Comparing Strategies for European Portuguese
Ricardo Ribeiro, David Martins de Matos
2007International Conference on Text, Speech and Dialogue29 citations
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Fairy Tale Corpus Organization Using Latent Semantic Mapping and an Item-to-item Top-n Recommendation Algorithm
Paula Vaz Lobo, David Martins de Matos
2010International Conference on Language Resources and Evaluation23 citations Open access
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Understanding temporal dynamics of ratings in the book recommendation scenario
P. Vaz, Ricardo Ribeiro, David Martins de Matos
2013International Conference on Information Systems and Design of Communication20 citations
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Influence of Peak Selection Methods on Onset Detection
C. Rosão, Ricardo Ribeiro, David Martins de Matos
2012International Society for Music Information Retrieval Conference20 citations
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Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity
Ricardo Ribeiro, David Martins de Matos
2011Journal of Artificial Intelligence Research20 citations
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Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
2018Journal of Artificial Intelligence Research18 citations Open access
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Key Phrase Extraction of Lightly Filtered Broadcast News
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, J. Neto +2 more
2012International Conference on Text, Speech and Dialogue18 citations Open access
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Document retrieval for question answering: a quantitative evaluation of text preprocessing
Gracinda Carvalho, David Martins de Matos, Vítor Rocio
2007Ph.D. Workshop on Information and Knowledge Management18 citations
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Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease
Anna Pompili, A. Abad, David Martins de Matos, I. Martins
2020IEEE Journal on Selected Topics in Signal Processing17 citations
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Event-based summarization using a centrality-as-relevance model
Luís Marujo, Ricardo Ribeiro, A. Gershman, David Martins de Matos +2 more
2017Knowledge and Information Systems16 citations
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On the Application of Generic Summarization Algorithms to Music
F. Raposo, Ricardo Ribeiro, David Martins de Matos
2014IEEE Signal Processing Letters15 citations Open access
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BioBlaze: Multi-core SIMD ASIP for DNA sequence alignment
Nuno Neves, Nuno Sebastião, A. Patricio, David Martins de Matos +3 more
2013IEEE International Conference on Application-Specific Systems, Architectures, and Processors15 citations Open access
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A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
2019Inf.14 citations Open access
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Spatial role labeling with convolutional neural networks
A. Mazalov, Bruno Martins, David Martins de Matos
2015Workshop on Geographic Information Retrieval14 citations
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Stylometric relevance-feedback towards a hybrid book recommendation algorithm
P. Vaz, David Martins de Matos, Bruno Martins
2012Workshop on Research Advances in Large Digital Book Repositories14 citations
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Multiple Hypothesis Tracking in camera networks
D. Antunes, Dario Figueira, David Martins de Matos, Alexandre Bernardino +1 more
2011IEEE International Conference on Computer Vision13 citations
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A Library for Implementing the Multiple Hypothesis Tracking Algorithm
D. Antunes, David Martins de Matos, J. Gaspar
2011arXiv.org13 citations
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Evaluating pictogram prediction in a location-aware augmentative and alternative communication system
L. Garcia, Luís Caldas de Oliveira, David Martins de Matos
2016Assistive technology11 citations
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Measuring the Performance of a Location-Aware Text Prediction System
L. Garcia, Luís Caldas de Oliveira, David Martins de Matos
2015Tunisian-Algerian Joint Conference on Applied Computing10 citations Open access
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Topic coherence analysis for the classification of Alzheimer's disease
Anna Pompili, A. Abad, David Martins de Matos, I. Martins
2018IberSPEECH Conference9 citations
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Word and Sentence Prediction: Using the best of the two worlds to assist AAC users
L. Garcia, Luís Caldas de Oliveira, David Martins de Matos
20149 citations
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QA@L2F, First Steps at QA@CLEF
A. Mendes, Luísa Coheur, N. Mamede, Ricardo Ribeiro +2 more
2008Conference and Labs of the Evaluation Forum9 citations
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Managing Linguistic Resources and Tools
David Martins de Matos, J. Paulo, N. Mamede
2003International Conference on Computational Processing of the Portuguese Language9 citations
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A Study on Dialog Act Recognition using Character-Level Tokenization
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
2018Artificial Intelligence: Methodology, Systems, Applications8 citations Open access
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Privacy-Preserving Multi-Document Summarization
Luís Marujo, José Portêlo, W. Ling, David Martins de Matos +5 more
2015arXiv.org8 citations
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Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers
António Vilarinho Lopes, David Martins de Matos, Vera Cabarrão, Ricardo Ribeiro +3 more
2015arXiv.org8 citations
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Privacy-Preserving Important Passage Retrieval
Luís Marujo, José Portêlo, David Martins de Matos, J. Neto +4 more
2014PIR@SIGIR8 citations
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Understanding the Temporal Dynamics of Recommendations across Different Rating Scales
P. Vaz, Ricardo Ribeiro, David Martins de Matos
2013UMAP Workshops8 citations
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LitRec vs. Movielens - A Comparative Study
P. Vaz, Ricardo Ribeiro, David Martins de Matos
2012International Conference on Knowledge Discovery and Information Retrieval7 citations Open access
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IdSay: Question Answering for Portuguese
Gracinda Carvalho, David Martins de Matos, Vítor Rocio
2008Conference and Labs of the Evaluation Forum7 citations Open access
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Semantic frame induction through the detection of communities of verbs and their arguments
Eugénio Ribeiro, A. S. Teixeira, Ricardo Ribeiro, David Martins de Matos
2020Applied Network Science6 citations Open access
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Improving Speech-to-Text Summarization by Using Additional Information Sources
Ricardo Ribeiro, David Martins de Matos
2013Multi-source, Multilingual Information Extraction and Summarization6 citations
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Summarizing Speech by Contextual Reinforcement of Important Passages
Ricardo Ribeiro, David Martins de Matos
2012International Conference on Computational Processing of the Portuguese Language6 citations
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Towards Deep Modeling of Music Semantics using EEG Regularizers
F. Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang +1 more
2017arXiv.org5 citations
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SPA: Web-based Platform for easy Access to Speech Processing Modules
Fernando Batista, Pedro Curto, Isabel Trancoso, A. Abad +5 more
2016International Conference on Language Resources and Evaluation5 citations Open access
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An Information-theoretic Approach to Machine-oriented Music Summarization
F. Raposo, David Martins de Matos, Ricardo Ribeiro
2016Pattern Recognition Letters5 citations Open access
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The Influence of Context on Dialogue Act Recognition
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
2015arXiv.org5 citations
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Book recommender prototype based on author's writing style
P. Vaz, Ricardo Ribeiro, David Martins de Matos
2013Open research Areas in Information Retrieval5 citations
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Towards a fair comparison between name disambiguation approaches
J. Guerreiro, Daniel Gonçalves, David Martins de Matos
2013Open research Areas in Information Retrieval5 citations
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Improving IdSay: A Characterization of Strengths and Weaknesses in Question Answering Systems for Portuguese
Gracinda Carvalho, David Martins de Matos, Vítor Rocio
2010International Conference on Computational Processing of the Portuguese Language5 citations
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Learning Multimodal Representations for Sample-efficient Recognition of Human Actions
Miguel Vasco, Francisco S. Melo, David Martins de Matos, Ana Paiva +1 more
2019IEEE/RJS International Conference on Intelligent RObots and Systems4 citations Open access
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Hierarchical Multi-Label Dialog Act Recognition on Spanish Data
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
2019Linguamática4 citations Open access
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Semantic Frame Induction as a Community Detection Problem
Eugénio Ribeiro, A. S. Teixeira, Ricardo Ribeiro, David Martins de Matos
2019International Workshop on Complex Networks & Their Applications4 citations
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Mapping the Dialog Act Annotations of the LEGO Corpus into the Communicative Functions of ISO 24617-2
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
2016arXiv.org4 citations
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Fast and Extensible Online Multivariate Kernel Density Estimation
Jaime Ferreira, David Martins de Matos, Ricardo Ribeiro
2016arXiv.org4 citations
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Automatic Fado Music Classification
Pedro Girão Antunes, David Martins de Matos, Ricardo Ribeiro, Isabel Trancoso
2014arXiv.org4 citations
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