Nuno Cavalheiro Marques

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Bruno SilvaDSI/ESTSetúbal - Instituto Politécnico de Setúbal, PortugalVerified email at estsetubal.ips.pt
Jose Gabriel Pereira Lopesinvestigador principal, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, CITIVerified email at fct.unl.pt
Luís CaviqueProfessor of Computer Science, Univ Aberta, LASIGEVerified email at uab.pt
Carlos RamosPolytechnic of PortoVerified email at isep.ipp.pt
Cristiano André da CostaUniversidade do Vale do Rio dos Sinos - UnisinosVerified email at unisinos.br
Felipe André ZeiserUniversidade do Vale do Rio dos Sinos - UnisinosVerified email at edu.unisinos.br
Sofia CavacoUniversidade Nova de LisboaVerified email at fct.unl.pt
Tiago ZontaUniversidade do Oeste de Santa CatarinaVerified email at unoesc.edu.br
Miguel P. MonteiroProfessor of Software Engineering, FCT @ NOVAVerified email at fct.unl.pt
Carlos A. Coelho (Carlos Agra Coelho...Mathematics Department - Faculdade de Ciências e Tecnologia - Universidade Nova de LisboaVerified email at fct.unl.pt
Steffen HölldoblerProfessor, TU DresdenVerified email at iccl.tu-dresden.de
Sebastian BaderComputer Science, University of Rostock, GermanyVerified email at uni-rostock.de
Vitor RocioProfessor, Universidade AbertaVerified email at uab.pt
Hugo Gonçalo OliveiraCISUC, DEI, University of CoimbraVerified email at dei.uc.pt
Michal ValkoLlama @ Meta Paris & Inria & MVA - Ex: Gemini and BYOL @ Google DeepMindVerified email at meta.com
Aline VillavicencioUniversity of Exeter and University of Sheffield (UK)Verified email at sheffield.ac.uk
Veska NonchevaAssociate Professor, Plovdiv UniversityVerified email at uni-plovdiv.bg
Francisco AzevedoProfessor de Engenharia Informática, Universidade Nova de LisboaVerified email at fct.unl.pt

Nuno Cavalheiro Marques

Professor of Computer Science, UNL

Verified email at fct.unl.pt - Homepage

AI Ubiquitous Data Mining (Text & Sequences)Neural Networks Self-Organizing Maps


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Segmentation of masses on mammograms using data augmentation and deep learning FA Zeiser, CA da Costa, T Zonta, NMC Marques, AV Roehe, M Moreno, ... Journal of digital imaging 33, 858-868, 2020	78	2020
Feature Clustering with Self-organizing Maps and an Application to Financial Time-series for Portfolio Selection. B Silva, NC Marques IJCCI (ICFC-ICNC), 301-309, 2010	50	2010
Using neural nets for portuguese part-of-speech tagging NC Marques, GP Lopes Proceedings of the 5th International Conference on the Cognitive Science of …, 1996	44	1996
Tagging with small training corpora NC Marques, GP Lopes International Symposium on Intelligent Data Analysis, 63-72, 2001	38	2001
An extension of self-organizing maps to categorical data N Chen, NC Marques Portuguese Conference on Artificial Intelligence, 304-313, 2005	34	2005
A hybrid parallel SOM algorithm for large maps in data-mining B Silva, N Marques New Trends in Artificial Intelligence, 2007	30	2007
Polaris: POrtuguese lexicon acquisition and retrieval interactive system JG Lopes, NC Marques, V Rocio The Practical Applications of Prolog, 665, 1994	26	1994
Breast cancer intelligent analysis of histopathological data: A systematic review FA Zeiser, CA da Costa, AV Roehe, R da Rosa Righi, NMC Marques Applied Soft Computing 113, 107886, 2021	25	2021
Uma metodologia para a modelação estatística da subcategorização verbal NMC Marques	23	2000
A neural network approach to part-of-speech tagging NC Marques, GP Lopes Proceedings of the 2nd meeting for computational processing of spoken and …, 1996	21	1996
The ubiquitous self-organizing map for non-stationary data streams B Silva, NC Marques Journal of Big Data 2, 1-22, 2015	19	2015
Neuro-symbolic word tagging NC Marques1a, S Bader2b, V Rocio3c, S Hölldobler2d International Review on Computers and Software, 2021	18	2021
Determining the polarity of words through a common online dictionary A Paulo-Santos, C Ramos, NC Marques Progress in Artificial Intelligence: 15th Portuguese Conference on …, 2011	16	2011
User group profile modeling based on user transactional data for personalized systems Y Yang, NC Marques Portuguese conference on artificial intelligence, 337-347, 2005	16	2005
Guiding Backprop by Inserting Rules. S Bader, S Hölldobler, NC Marques, AS d’Avila Garcez, P Hitzler NeSy, 2008	15	2008
Evolutionary feature selection for spiking neural network pattern classifiers M Valko, NC Marques, M Castellani 2005 portuguese conference on artificial intelligence, 181-187, 2005	15	2005
Learning verbal transitivity using loglinear models N Miguel Marques, G Pereira Lopes, C Agra Coelho Machine Learning: ECML-98: 10th European Conference on Machine Learning …, 1998	15	1998
An interactive interface for multi-dimensional data stream analysis NC Marques, B Silva, H Santos 2016 20th International Conference Information Visualisation (IV), 223-229, 2016	13	2016
A POS-Tagger generator for unknown languages. NC Marques, GP Lopes Procesamiento del lenguaje natural 27, 2001	13	2001
Applying neural networks for concept drift detection in financial markets B Silva, N Marques, G Panosso Workshop on Ubiquitous Data Mining, 43-47, 2012	12	2012

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