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 | 66 | 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 | 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 | 25 | 1994 |
Uma metodologia para a modelação estatística da subcategorização verbal NMC Marques | 23 | 2000 |
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 | 21 | 2021 |
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 |
A POS-Tagger generator for unknown languages. NC Marques, GP Lopes Procesamiento del lenguaje natural 27, 2001 | 13 | 2001 |
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 |