Nuno Cavalheiro Marques

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Jose Gabriel Pereira Lopesinvestigador principal, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, CITIVerified email at fct.unl.pt
Bruno SilvaDSI/ESTSetúbal - Instituto Politécnico de Setúbal, PortugalVerified email at estsetubal.ips.pt
Carlos RamosPolytechnic of PortoVerified email at isep.ipp.pt
Luís CaviqueProfessor of Computer Science, Univ Aberta, LASIGEVerified email at uab.pt
Sofia CavacoUniversidade Nova de LisboaVerified email at fct.unl.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
Sebastian BaderComputer Science, University of Rostock, GermanyVerified email at uni-rostock.de
Tiago ZontaUniversidade do Oeste de Santa CatarinaVerified email at unoesc.edu.br
Carlos A. Coelho (Carlos Agra Coelho...Mathematics Department - Faculdade de Ciências e Tecnologia - Universidade Nova de LisboaVerified email at fct.unl.pt
Vitor RocioProfessor, Universidade AbertaVerified email at uab.pt
Steffen HölldoblerProfessor, TU DresdenVerified email at iccl.tu-dresden.de
Miguel P. MonteiroProfessor of Software Engineering, FCT @ NOVAVerified email at fct.unl.pt
Hugo Gonçalo OliveiraCISUC, DEI, University of CoimbraVerified email at dei.uc.pt
Michal ValkoGoogle DeepMind Paris & Inria France & ENS MVAVerified email at deepmind.com
Aline VillavicencioUniversity of Sheffield (UK) and Federal University of Rio Grande do Sul (Brazil)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
The Anh HanProfessor of Computer Science, School of Computing, Engineering and Diginal Technologies, TeessideVerified email at tees.ac.uk
Marco CastellaniRicercatore astronomo, INAF Osservatorio Astronomico di RomaVerified email at oa-roma.inaf.it

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	51	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	43	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	35	2005
A hybrid parallel SOM algorithm for large maps in data-mining B Silva, N Marques New Trends in Artificial Intelligence, 2007	29	2007
Polaris: POrtuguese lexicon acquisition and retrieval interactive system JG Lopes, NC Marques, V Rocio The Practical Applications of Prolog, 665, 1994	25	1994
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	24	1996
Uma metodologia para a modelação estatística da subcategorização verbal NMC Marques	23	2000
The ubiquitous self-organizing map for non-stationary data streams B Silva, NC Marques Journal of Big Data 2, 1-22, 2015	17	2015
Neuro-symbolic word tagging NC Marques, S Bader, V Rocio, S Hölldobler New Trends in Artificial Intelligence, APPIA-Associaçao Portuguesa para a …, 2007	17	2007
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
Guiding Backprop by Inserting Rules. S Bader, S Hölldobler, NC Marques NeSy, 2008	15	2008
User group profile modeling based on user transactional data for personalized systems Y Yang, NC Marques Portuguese Conference on Artificial Intelligence, 337-347, 2005	15	2005
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
A POS-Tagger generator for unknown languages. NC Marques, GP Lopes Procesamiento del lenguaje natural 27, 2001	13	2001
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	12	2021
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	12	2016
Part-of-speech tagging for portuguese texts A Villavicencio, JGP Lopes, NMC Marques, F Villavicencio Advances in Artificial Intelligence: 12th Brazilian Symposium on Artificial …, 1995	12	1995

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