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@article{DBLP:journals/jimaging/0002FMC23,
  author       = {Andr{\'{e}} Antunes and
                  Bruno Ferreira and
                  Nuno Marques and
                  Nelson Carri{\c{c}}o},
  title        = {Hyperparameter Optimization of a Convolutional Neural Network Model
                  for Pipe Burst Location in Water Distribution Networks},
  journal      = {J. Imaging},
  volume       = {9},
  number       = {3},
  pages        = {68},
  year         = {2023},
  url          = {https://doi.org/10.3390/jimaging9030068},
  doi          = {10.3390/JIMAGING9030068},
  timestamp    = {Mon, 13 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jimaging/0002FMC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/CabacoOAMMM23,
  author       = {Gon{\c{c}}alo Caba{\c{c}}o and
                  S{\'{e}}rgio Oliveira and
                  Andr{\'{e}} Alegre and
                  Jo{\~{a}}o Marcelino and
                  Jo{\~{a}}o Manso and
                  Nuno Marques},
  editor       = {Nuno Moniz and
                  Zita Vale and
                  Jos{\'{e}} Cascalho and
                  Catarina Silva and
                  Raquel Sebasti{\~{a}}o},
  title        = {Analysis of Dam Natural Frequencies Using a Convolutional Neural Network},
  booktitle    = {Progress in Artificial Intelligence - 22nd {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2023, Faial Island, Azores, September 5-8, 2023,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14115},
  pages        = {227--238},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-49008-8\_18},
  doi          = {10.1007/978-3-031-49008-8\_18},
  timestamp    = {Sat, 02 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/epia/CabacoOAMMM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZeiserCRRM21,
  author       = {Felipe Andr{\'{e}} Zeiser and
                  Cristiano Andr{\'{e}} da Costa and
                  Adriana Vial Roehe and
                  Rodrigo da Rosa Righi and
                  Nuno Marques},
  title        = {Breast cancer intelligent analysis of histopathological data: {A}
                  systematic review},
  journal      = {Appl. Soft Comput.},
  volume       = {113},
  number       = {Part},
  pages        = {107886},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.asoc.2021.107886},
  doi          = {10.1016/J.ASOC.2021.107886},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/ZeiserCRRM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/CarregaS021,
  author       = {Miguel Carrega and
                  Hugo Santos and
                  Nuno Marques},
  editor       = {Goreti Marreiros and
                  Francisco S. Melo and
                  Nuno Lau and
                  Henrique Lopes Cardoso and
                  Lu{\'{\i}}s Paulo Reis},
  title        = {Data Streams for Unsupervised Analysis of Company Data},
  booktitle    = {Progress in Artificial Intelligence - 20th {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2021, Virtual Event, September 7-9, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12981},
  pages        = {609--621},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86230-5\_48},
  doi          = {10.1007/978-3-030-86230-5\_48},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/CarregaS021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/CostaC021,
  author       = {William Costa and
                  Sofia Cavaco and
                  Nuno Marques},
  editor       = {Goreti Marreiros and
                  Francisco S. Melo and
                  Nuno Lau and
                  Henrique Lopes Cardoso and
                  Lu{\'{\i}}s Paulo Reis},
  title        = {Deploying a Speech Therapy Game Using a Deep Neural Network Sibilant
                  Consonants Classifier},
  booktitle    = {Progress in Artificial Intelligence - 20th {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2021, Virtual Event, September 7-9, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12981},
  pages        = {596--608},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86230-5\_47},
  doi          = {10.1007/978-3-030-86230-5\_47},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/CostaC021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/AnjosMGGMC20,
  author       = {Ivo Anjos and
                  Nuno Cavalheiro Marques and
                  Margarida Grilo and
                  Isabel Guimar{\~{a}}es and
                  Jo{\~{a}}o Magalh{\~{a}}es and
                  Sofia Cavaco},
  title        = {Sibilant consonants classification comparison with multi- and single-class
                  neural networks},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {37},
  number       = {6},
  year         = {2020},
  url          = {https://doi.org/10.1111/exsy.12620},
  doi          = {10.1111/EXSY.12620},
  timestamp    = {Thu, 31 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/es/AnjosMGGMC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/CavacoGAAAOMMEM20,
  author       = {Sofia Cavaco and
                  Isabel Guimar{\~{a}}es and
                  Mariana Ascens{\~{a}}o and
                  Alberto Abad and
                  Ivo Anjos and
                  Francisco Oliveira and
                  Sofia Martins and
                  Nuno Marques and
                  Maxine Esk{\'{e}}nazi and
                  Jo{\~{a}}o Magalh{\~{a}}es and
                  Margarida Grilo},
  title        = {The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy
                  Games Development},
  journal      = {Inf.},
  volume       = {11},
  number       = {10},
  pages        = {470},
  year         = {2020},
  url          = {https://doi.org/10.3390/info11100470},
  doi          = {10.3390/INFO11100470},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/information/CavacoGAAAOMMEM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/ZeiserCZMRMR20,
  author       = {Felipe Andr{\'{e}} Zeiser and
                  Cristiano Andr{\'{e}} da Costa and
                  Tiago Zonta and
                  Nuno M. C. Marques and
                  Adriana Vial Roehe and
                  Marcelo Moreno and
                  Rodrigo da Rosa Righi},
  title        = {Segmentation of Masses on Mammograms Using Data Augmentation and Deep
                  Learning},
  journal      = {J. Digit. Imaging},
  volume       = {33},
  number       = {4},
  pages        = {858--868},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10278-020-00330-4},
  doi          = {10.1007/S10278-020-00330-4},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jdi/ZeiserCZMRMR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/AnjosE0GGMC20,
  author       = {Ivo Anjos and
                  Maxine Esk{\'{e}}nazi and
                  Nuno Marques and
                  Margarida Grilo and
                  Isabel Guimar{\~{a}}es and
                  Jo{\~{a}}o Magalh{\~{a}}es and
                  Sofia Cavaco},
  editor       = {Helen Meng and
                  Bo Xu and
                  Thomas Fang Zheng},
  title        = {Detection of Voicing and Place of Articulation of Fricatives with
                  Deep Learning in a Virtual Speech and Language Therapy Tutor},
  booktitle    = {Interspeech 2020, 21st Annual Conference of the International Speech
                  Communication Association, Virtual Event, Shanghai, China, 25-29 October
                  2020},
  pages        = {3156--3160},
  publisher    = {{ISCA}},
  year         = {2020},
  url          = {https://doi.org/10.21437/Interspeech.2020-2821},
  doi          = {10.21437/INTERSPEECH.2020-2821},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/interspeech/AnjosE0GGMC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/AnjosMGGMC19,
  author       = {Ivo Anjos and
                  Nuno Marques and
                  Margarida Grilo and
                  Isabel Guimar{\~{a}}es and
                  Jo{\~{a}}o Magalh{\~{a}}es and
                  Sofia Cavaco},
  editor       = {Paulo Moura Oliveira and
                  Paulo Novais and
                  Lu{\'{\i}}s Paulo Reis},
  title        = {Sibilant Consonants Classification with Deep Neural Networks},
  booktitle    = {Progress in Artificial Intelligence, 19th {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2019, Vila Real, Portugal, September 3-6, 2019,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11805},
  pages        = {435--447},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-30244-3\_36},
  doi          = {10.1007/978-3-030-30244-3\_36},
  timestamp    = {Fri, 08 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/epia/AnjosMGGMC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/RelvasM0C19,
  author       = {Antonio Relvas and
                  Nuno C. Marques and
                  Miguel P. Monteiro and
                  Glauco de Figueiredo Carneiro},
  editor       = {Angelo Perkusich},
  title        = {An annotated repository for {MATLAB} code {(S)}},
  booktitle    = {The 31st International Conference on Software Engineering and Knowledge
                  Engineering, {SEKE} 2019, Hotel Tivoli, Lisbon, Portugal, July 10-12,
                  2019},
  pages        = {497--645},
  publisher    = {{KSI} Research Inc. and Knowledge Systems Institute Graduate School},
  year         = {2019},
  url          = {https://doi.org/10.18293/SEKE2019-137},
  doi          = {10.18293/SEKE2019-137},
  timestamp    = {Wed, 03 Feb 2021 08:31:37 +0100},
  biburl       = {https://dblp.org/rec/conf/seke/RelvasM0C19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/MarquesMS18,
  author       = {Nuno Cavalheiro Marques and
                  Miguel P. Monteiro and
                  Bruno Silva},
  title        = {Analysis of a token density metric for concern detection in Matlab
                  sources using UbiSOM},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {35},
  number       = {4},
  year         = {2018},
  url          = {https://doi.org/10.1111/exsy.12306},
  doi          = {10.1111/EXSY.12306},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/es/MarquesMS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/CaviqueMG18,
  author       = {Lu{\'{\i}}s Cavique and
                  Nuno C. Marques and
                  Ant{\'{o}}nio Gon{\c{c}}alves},
  title        = {A data reduction approach using hypergraphs to visualize communities
                  and brokers in social networks},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {8},
  number       = {1},
  pages        = {60:1--60:17},
  year         = {2018},
  url          = {https://doi.org/10.1007/s13278-018-0538-6},
  doi          = {10.1007/S13278-018-0538-6},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/CaviqueMG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/TipleCM17,
  author       = {Pedro Tiple and
                  Lu{\'{\i}}s Cavique and
                  Nuno Cavalheiro Marques},
  title        = {Ramex-Forum: a tool for displaying and analysing complex sequential
                  patterns of financial products},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {34},
  number       = {1},
  year         = {2017},
  url          = {https://doi.org/10.1111/exsy.12174},
  doi          = {10.1111/EXSY.12174},
  timestamp    = {Tue, 26 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/es/TipleCM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/MonteiroMSPC17,
  author       = {Miguel P. Monteiro and
                  Nuno C. Marques and
                  Bruno Silva and
                  Bruno Palma and
                  Jo{\~{a}}o M. P. Cardoso},
  editor       = {Eug{\'{e}}nio C. Oliveira and
                  Jo{\~{a}}o Gama and
                  Zita A. Vale and
                  Henrique Lopes Cardoso},
  title        = {Toward a Token-Based Approach to Concern Detection in {MATLAB} Sources},
  booktitle    = {Progress in Artificial Intelligence - 18th {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2017, Porto, Portugal, September 5-8, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10423},
  pages        = {573--584},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-65340-2\_47},
  doi          = {10.1007/978-3-319-65340-2\_47},
  timestamp    = {Mon, 30 Nov 2020 08:47:29 +0100},
  biburl       = {https://dblp.org/rec/conf/epia/MonteiroMSPC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/MarquesSS16,
  author       = {Nuno C. Marques and
                  Bruno Silva and
                  Hugo Santos},
  editor       = {Ebad Banissi and
                  Mark W. McK. Bannatyne and
                  Fatma Bouali and
                  Remo Burkhard and
                  John Counsell and
                  Urska Cvek and
                  Martin J. Eppler and
                  Georges G. Grinstein and
                  Weidong Huang and
                  Sebastian Kernbach and
                  Chun{-}Cheng Lin and
                  Feng Lin and
                  Francis T. Marchese and
                  Chi Man Pun and
                  Muhammad Sarfraz and
                  Marjan Trutschl and
                  Anna Ursyn and
                  Gilles Venturini and
                  Theodor G. Wyeld and
                  Jian J. Zhang},
  title        = {An Interactive Interface for Multi-dimensional Data Stream Analysis},
  booktitle    = {20th International Conference Information Visualisation, {IV} 2016,
                  Lisbon, Portugal, July 19-22, 2016},
  pages        = {223--229},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/IV.2016.72},
  doi          = {10.1109/IV.2016.72},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iv/MarquesSS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/Paulo-SantosRM16,
  author       = {Ant{\'{o}}nio Paulo{-}Santos and
                  Carlos Ramos and
                  Nuno C. Marques},
  editor       = {Jo{\~{a}}o Ricardo Silva and
                  Ricardo Ribeiro and
                  Paulo Quaresma and
                  Andr{\'{e}} Adami and
                  Ant{\'{o}}nio Branco},
  title        = {Finding Compositional Rules for Determining the Semantic Orientation
                  of Phrases},
  booktitle    = {Computational Processing of the Portuguese Language - 12th International
                  Conference, {PROPOR} 2016, Tomar, Portugal, July 13-15, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9727},
  pages        = {128--133},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-41552-9\_13},
  doi          = {10.1007/978-3-319-41552-9\_13},
  timestamp    = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/propor/Paulo-SantosRM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/SilvaM15,
  author       = {Bruno Silva and
                  Nuno Cavalheiro Marques},
  title        = {The ubiquitous self-organizing map for non-stationary data streams},
  journal      = {J. Big Data},
  volume       = {2},
  pages        = {27},
  year         = {2015},
  url          = {https://doi.org/10.1186/s40537-015-0033-0},
  doi          = {10.1186/S40537-015-0033-0},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/SilvaM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/TipleCM15,
  author       = {Pedro Tiple and
                  Lu{\'{\i}}s Cavique and
                  Nuno Cavalheiro Marques},
  editor       = {Francisco C. Pereira and
                  Penousal Machado and
                  Ernesto Costa and
                  Am{\'{\i}}lcar Cardoso},
  title        = {Ramex-Forum: Sequential Patterns of Prices in the Petroleum Production
                  Chain},
  booktitle    = {Progress in Artificial Intelligence - 17th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2015, Coimbra, Portugal, September
                  8-11, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9273},
  pages        = {584--589},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23485-4\_58},
  doi          = {10.1007/978-3-319-23485-4\_58},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/TipleCM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/worldcist/SilvaM15,
  author       = {Bruno Silva and
                  Nuno C. Marques},
  editor       = {{\'{A}}lvaro Rocha and
                  Ana Maria Ramalho Correia and
                  Sandra Costanzo and
                  Lu{\'{\i}}s Paulo Reis},
  title        = {Ubiquitous Self-Organizing Map: Learning Concept-Drifting Data Streams},
  booktitle    = {New Contributions in Information Systems and Technologies - Volume
                  1 [WorldCIST'15, Azores, Portugal, April 1-3, 2015]},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {353},
  pages        = {713--722},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-16486-1\_70},
  doi          = {10.1007/978-3-319-16486-1\_70},
  timestamp    = {Wed, 21 Oct 2020 09:19:56 +0200},
  biburl       = {https://dblp.org/rec/conf/worldcist/SilvaM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/CaviqueMS14,
  author       = {Lu{\'{\i}}s Cavique and
                  Nuno Cavalheiro Marques and
                  Jorge M. A. Santos},
  editor       = {Ana L. C. Bazzan and
                  Karim Pichara},
  title        = {An Algorithm to Condense Social Networks and Identify Brokers},
  booktitle    = {Advances in Artificial Intelligence - {IBERAMIA} 2014 - 14th Ibero-American
                  Conference on AI, Santiago de Chile, Chile, November 24-27, 2014,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8864},
  pages        = {331--343},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-12027-0\_27},
  doi          = {10.1007/978-3-319-12027-0\_27},
  timestamp    = {Tue, 14 May 2019 10:00:40 +0200},
  biburl       = {https://dblp.org/rec/conf/iberamia/CaviqueMS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SilvaCM13,
  author       = {Bruno Silva and
                  Lu{\'{\i}}s Cavique and
                  Nuno Cavalheiro Marques},
  editor       = {Jo{\~{a}}o Gama and
                  Michael May and
                  Nuno Cavalheiro Marques and
                  Paulo Cortez and
                  Carlos Abreu Ferreira},
  title        = {Simulating Price Interactions by Mining Multivariate Financial Time
                  Series},
  booktitle    = {Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located
                  with the 23rd International Joint Conference on Artificial Intelligence
                  {(IJCAI} 2013), Beijing, China, August 3, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1088},
  pages        = {44},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1088/paper8.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:31 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/SilvaCM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SilvaM13,
  author       = {Bruno Silva and
                  Nuno Cavalheiro Marques},
  editor       = {Jo{\~{a}}o Gama and
                  Michael May and
                  Nuno Cavalheiro Marques and
                  Paulo Cortez and
                  Carlos Abreu Ferreira},
  title        = {Ubiquitous Self-Organizing Maps},
  booktitle    = {Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located
                  with the 23rd International Joint Conference on Artificial Intelligence
                  {(IJCAI} 2013), Beijing, China, August 3, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1088},
  pages        = {54},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1088/paper10.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/SilvaM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2013udm,
  editor       = {Jo{\~{a}}o Gama and
                  Michael May and
                  Nuno Cavalheiro Marques and
                  Paulo Cortez and
                  Carlos Abreu Ferreira},
  title        = {Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located
                  with the 23rd International Joint Conference on Artificial Intelligence
                  {(IJCAI} 2013), Beijing, China, August 3, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1088},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1088},
  urn          = {urn:nbn:de:0074-1088-5},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/2013udm.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/Paulo-SantosORM12,
  author       = {Ant{\'{o}}nio Paulo{-}Santos and
                  Hugo Gon{\c{c}}alo Oliveira and
                  Carlos Ramos and
                  Nuno C. Marques},
  editor       = {Helena de Medeiros Caseli and
                  Aline Villavicencio and
                  Ant{\'{o}}nio J. S. Teixeira and
                  Fernando Perdig{\~{a}}o},
  title        = {A Bootstrapping Algorithm for Learning the Polarity of Words},
  booktitle    = {Computational Processing of the Portuguese Language - 10th International
                  Conference, {PROPOR} 2012, Coimbra, Portugal, April 17-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7243},
  pages        = {229--234},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28885-2\_26},
  doi          = {10.1007/978-3-642-28885-2\_26},
  timestamp    = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/propor/Paulo-SantosORM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/Paulo-SantosORM12a,
  author       = {Ant{\'{o}}nio Paulo{-}Santos and
                  Hugo Gon{\c{c}}alo Oliveira and
                  Carlos Ramos and
                  Nuno C. Marques},
  editor       = {Helena de Medeiros Caseli and
                  Aline Villavicencio and
                  Ant{\'{o}}nio J. S. Teixeira and
                  Fernando Perdig{\~{a}}o},
  title        = {The Role of Language Registers in Polarity Propagation},
  booktitle    = {Computational Processing of the Portuguese Language - 10th International
                  Conference, {PROPOR} 2012, Coimbra, Portugal, April 17-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7243},
  pages        = {235--240},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28885-2\_27},
  doi          = {10.1007/978-3-642-28885-2\_27},
  timestamp    = {Tue, 21 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/propor/Paulo-SantosORM12a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stairs/SilvaM12,
  author       = {Bruno Silva and
                  Nuno Cavalheiro Marques},
  editor       = {Kristian Kersting and
                  Marc Toussaint},
  title        = {Neural Network-based Framework for Data Stream Mining},
  booktitle    = {{STAIRS} 2012 - Proceedings of the Sixth Starting {AI} Researchers'
                  Symposium, Montpellier, France, 27-28 August 2012},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {241},
  pages        = {294--305},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {https://doi.org/10.3233/978-1-61499-096-3-294},
  doi          = {10.3233/978-1-61499-096-3-294},
  timestamp    = {Mon, 01 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/stairs/SilvaM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/Paulo-SantosRM11,
  author       = {Ant{\'{o}}nio Paulo{-}Santos and
                  Carlos Ramos and
                  Nuno C. Marques},
  editor       = {Luis Antunes and
                  Helena Sofia Pinto},
  title        = {Determining the Polarity of Words through a Common Online Dictionary},
  booktitle    = {Progress in Artificial Intelligence, 15th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2011, Lisbon, Portugal, October 10-13,
                  2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7026},
  pages        = {649--663},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24769-9\_47},
  doi          = {10.1007/978-3-642-24769-9\_47},
  timestamp    = {Sun, 02 Oct 2022 16:00:30 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/Paulo-SantosRM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MarquesG10,
  author       = {Nuno C. Marques and
                  Carlos Gomes},
  editor       = {Helder Coelho and
                  Rudi Studer and
                  Michael J. Wooldridge},
  title        = {Implementing an Intelligent Moving Average with a Neural Network},
  booktitle    = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
                  Lisbon, Portugal, August 16-20, 2010, Proceedings},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {215},
  pages        = {1129--1130},
  publisher    = {{IOS} Press},
  year         = {2010},
  url          = {https://doi.org/10.3233/978-1-60750-606-5-1129},
  doi          = {10.3233/978-1-60750-606-5-1129},
  timestamp    = {Fri, 26 Apr 2019 14:26:43 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/MarquesG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/SilvaM10,
  author       = {Bruno Silva and
                  Nuno Cavalheiro Marques},
  editor       = {Joaquim Filipe and
                  Janusz Kacprzyk},
  title        = {Feature Clustering with Self-organizing Maps and an Application to
                  Financial Time-series for Portfolio Selection},
  booktitle    = {{ICFC-ICNC} 2010 - Proceedings of the International Conference on
                  Fuzzy Computation and International Conference on Neural Computation,
                  [parts of the International Joint Conference on Computational Intelligence
                  {IJCCI} 2010], Valencia, Spain, October 24-26, 2010},
  pages        = {301--309},
  publisher    = {SciTePress},
  year         = {2010},
  timestamp    = {Thu, 30 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcci/SilvaM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/AnhM10,
  author       = {Han The Anh and
                  Nuno C. Marques},
  editor       = {Yaxin Bi and
                  Mary{-}Anne Williams},
  title        = {Towards Encoding Background Knowledge with Temporal Extent into Neural
                  Networks},
  booktitle    = {Knowledge Science, Engineering and Management, 4th International Conference,
                  {KSEM} 2010, Belfast, Northern Ireland, UK, September 1-3, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6291},
  pages        = {63--75},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15280-1\_9},
  doi          = {10.1007/978-3-642-15280-1\_9},
  timestamp    = {Thu, 14 Oct 2021 10:12:35 +0200},
  biburl       = {https://dblp.org/rec/conf/ksem/AnhM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/MarquesG10,
  author       = {Nuno C. Marques and
                  Carlos Gomes},
  editor       = {Yaxin Bi and
                  Mary{-}Anne Williams},
  title        = {Maximus-AI: Using Elman Neural Networks for Implementing a {SLMR}
                  Trading Strategy},
  booktitle    = {Knowledge Science, Engineering and Management, 4th International Conference,
                  {KSEM} 2010, Belfast, Northern Ireland, UK, September 1-3, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6291},
  pages        = {579--584},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15280-1\_55},
  doi          = {10.1007/978-3-642-15280-1\_55},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ksem/MarquesG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/ChenM09,
  author       = {Ning Chen and
                  Nuno C. Marques},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {A Batch Learning Vector Quantization Algorithm for Categorical Data},
  booktitle    = {{ICAART} 2009 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Porto, Portugal, January 19 - 21, 2009},
  pages        = {77--84},
  publisher    = {{INSTICC} Press},
  year         = {2009},
  timestamp    = {Tue, 19 May 2009 15:52:57 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/ChenM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/ChenM09a,
  author       = {Ning Chen and
                  Nuno C. Marques},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {Extending Learning Vector Quantization for Classifying Data with Categorical
                  Values},
  booktitle    = {Agents and Artificial Intelligence - International Conference, {ICAART}
                  2009, Porto, Portugal, January 19-21, 2009. Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {67},
  pages        = {124--136},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-11819-7\_10},
  doi          = {10.1007/978-3-642-11819-7\_10},
  timestamp    = {Sat, 19 Oct 2019 20:06:54 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/ChenM09a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/0001HM08,
  author       = {Sebastian Bader and
                  Steffen H{\"{o}}lldobler and
                  Nuno C. Marques},
  editor       = {Artur S. d'Avila Garcez and
                  Pascal Hitzler},
  title        = {Guiding Backprop by Inserting Rules},
  booktitle    = {Proceedings of the Fourth International Workshop on Neural-Symbolic
                  Learning and Reasoning, NeSy 2008, Patras, Greece, July 21, 2008},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {366},
  publisher    = {CEUR-WS.org},
  year         = {2008},
  url          = {https://ceur-ws.org/Vol-366/paper-5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:33 +0100},
  biburl       = {https://dblp.org/rec/conf/nesy/0001HM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/CastellaniM05,
  author       = {Marco Castellani and
                  Nuno C. Marques},
  editor       = {Carlos Bento and
                  Am{\'{\i}}lcar Cardoso and
                  Ga{\"{e}}l Dias},
  title        = {Automatic Detection of Meddies Through Texture Analysis of Sea Surface
                  Temperature Maps},
  booktitle    = {Progress in Artificial Intelligence, 12th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2005, Covilh{\~{a}}, Portugal, December
                  5-8, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3808},
  pages        = {359--370},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11595014\_36},
  doi          = {10.1007/11595014\_36},
  timestamp    = {Tue, 04 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/CastellaniM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/ChenM05,
  author       = {Ning Chen and
                  Nuno C. Marques},
  editor       = {Carlos Bento and
                  Am{\'{\i}}lcar Cardoso and
                  Ga{\"{e}}l Dias},
  title        = {An Extension of Self-organizing Maps to Categorical Data},
  booktitle    = {Progress in Artificial Intelligence, 12th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2005, Covilh{\~{a}}, Portugal, December
                  5-8, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3808},
  pages        = {304--313},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11595014\_31},
  doi          = {10.1007/11595014\_31},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/epia/ChenM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/GamaPCMC05,
  author       = {Jo{\~{a}}o Gama and
                  Jo{\~{a}}o Moura Pires and
                  Margarida Cardoso and
                  Nuno Cavalheiro Marques and
                  Lu{\'{\i}}s Cavique},
  editor       = {Carlos Bento and
                  Am{\'{\i}}lcar Cardoso and
                  Ga{\"{e}}l Dias},
  title        = {Introduction},
  booktitle    = {Progress in Artificial Intelligence, 12th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2005, Covilh{\~{a}}, Portugal, December
                  5-8, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3808},
  pages        = {287--287},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11595014\_28},
  doi          = {10.1007/11595014\_28},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/epia/GamaPCMC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/YangM05,
  author       = {Yiling Yang and
                  Nuno C. Marques},
  editor       = {Carlos Bento and
                  Am{\'{\i}}lcar Cardoso and
                  Ga{\"{e}}l Dias},
  title        = {User Group Profile Modeling Based on User Transactional Data for Personalized
                  Systems},
  booktitle    = {Progress in Artificial Intelligence, 12th Portuguese Conference on
                  Artificial Intelligence, {EPIA} 2005, Covilh{\~{a}}, Portugal, December
                  5-8, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3808},
  pages        = {337--347},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11595014\_34},
  doi          = {10.1007/11595014\_34},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/YangM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/MarquesAMC05,
  author       = {Nuno C. Marques and
                  Francisco Azevedo and
                  Carmen Morgado and
                  Jorge F. Cust{\'{o}}dio},
  editor       = {Jos{\'{e}} C. Cunha and
                  William M. Fleischman and
                  Viera K. Proulx and
                  Jo{\~{a}}o Louren{\c{c}}o},
  title        = {Using Octave to introduce programming to technical science students},
  booktitle    = {Proceedings of the 10th Annual {SIGCSE} Conference on Innovation and
                  Technology in Computer Science Education, ITiCSE 2005, Caparica, Portugal,
                  June 27-29, 2005},
  pages        = {198--202},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1067445.1067500},
  doi          = {10.1145/1067445.1067500},
  timestamp    = {Wed, 10 Mar 2021 13:17:16 +0100},
  biburl       = {https://dblp.org/rec/conf/iticse/MarquesAMC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/MarquesG04,
  author       = {Nuno Cavalheiro Marques and
                  S{\'{e}}rgio Gon{\c{c}}alves},
  title        = {Applying a Part-of-Speech Tagger to Postal Address Detection on the
                  Web},
  booktitle    = {Proceedings of the Fourth International Conference on Language Resources
                  and Evaluation, {LREC} 2004, May 26-28, 2004, Lisbon, Portugal},
  publisher    = {European Language Resources Association},
  year         = {2004},
  url          = {http://www.lrec-conf.org/proceedings/lrec2004/summaries/656.htm},
  timestamp    = {Mon, 19 Aug 2019 15:22:43 +0200},
  biburl       = {https://dblp.org/rec/conf/lrec/MarquesG04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/MarquesB03,
  author       = {Nuno C. Marques and
                  Agn{\`{e}}s Braud},
  editor       = {Fernando Moura{-}Pires and
                  Salvador Abreu},
  title        = {Mining Generalized Character n-Grams in Large Corpora},
  booktitle    = {Progress in Artificial Intelligence, 11th Protuguese Conference on
                  Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
                  2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2902},
  pages        = {419--423},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-24580-3\_48},
  doi          = {10.1007/978-3-540-24580-3\_48},
  timestamp    = {Sun, 02 Jun 2019 21:25:42 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/MarquesB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/MarquesC03,
  author       = {Nuno M. C. Marques and
                  Ning Chen},
  editor       = {Fernando Moura{-}Pires and
                  Salvador Abreu},
  title        = {Border Detection on Remote Sensing Satellite Data Using Self-Organizing
                  Maps},
  booktitle    = {Progress in Artificial Intelligence, 11th Protuguese Conference on
                  Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
                  2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2902},
  pages        = {294--307},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-24580-3\_35},
  doi          = {10.1007/978-3-540-24580-3\_35},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/MarquesC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsmai/ChenMB03,
  author       = {Ning Chen and
                  Nuno M. C. Marques and
                  Narasimha Bolloju},
  editor       = {Jean B{\'{e}}zivin and
                  Jiankun Hu and
                  Zahir Tari},
  title        = {A Web Service-based approach for data mining in distributed environments},
  booktitle    = {Web Services: Modeling, Architecture and Infrastructure, Proceedings
                  of the 1st Workshop on Web Services: Modeling, Architecture and Infrastructure
                  (WSMAI-2003), In conjunction with {ICEIS} 2003, Angers, France, April
                  2003},
  pages        = {74--81},
  publisher    = {{ICEIS} Press},
  year         = {2003},
  timestamp    = {Mon, 01 Sep 2003 15:30:52 +0200},
  biburl       = {https://dblp.org/rec/conf/wsmai/ChenMB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pdln/MarquesL01,
  author       = {Nuno M. C. Marques and
                  Gabriel Pereira Lopes},
  title        = {A POS-Tagger generator for unknown languages},
  journal      = {Proces. del Leng. Natural},
  volume       = {27},
  year         = {2001},
  url          = {http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/3360/1848},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pdln/MarquesL01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MarquesL01,
  author       = {Nuno M. C. Marques and
                  Jos{\'{e}} Gabriel Pereira Lopes},
  editor       = {Frank Hoffmann and
                  David J. Hand and
                  Niall M. Adams and
                  Douglas H. Fisher and
                  Gabriela Guimar{\~{a}}es},
  title        = {Tagging with Small Training Corpora},
  booktitle    = {Advances in Intelligent Data Analysis, 4th International Conference,
                  {IDA} 2001, Cascais, Portugal, September 13-15, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2189},
  pages        = {63--72},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44816-0\_7},
  doi          = {10.1007/3-540-44816-0\_7},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/MarquesL01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/VillavicencioMLV95,
  author       = {Aline Villavicencio and
                  Nuno M. C. Marques and
                  Jos{\'{e}} Gabriel Pereira Lopes and
                  Fabio Villavicencio},
  editor       = {Jacques Wainer and
                  Ariadne Carvalho},
  title        = {Part-of-Speech Tagging for Portuguese Texts},
  booktitle    = {Advances in Artificial Intelligence, 12th Brazilian Symposium on Artificial
                  Intelligence, {SBIA} '95, Campinas, Brazil, October 10-12, 1995, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {991},
  pages        = {323--332},
  publisher    = {Springer},
  year         = {1995},
  url          = {https://doi.org/10.1007/BFb0034825},
  doi          = {10.1007/BFB0034825},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/sbia/VillavicencioMLV95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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