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Nuno Cavalheiro Marques

Observed names: Marques Nuno, Marques Nuno C., Marques, Nuno, Marques, Nuno C., Nuno C. Marques, Nuno M. C. Marques, Nuno M. Marques, Nuno Marques, Nuno Miguel Cavalheiro Marques
Observed institutions: Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento, University of Lisbon, Universidade Aberta, Uninova, Instituto Superior Técnico, Laboratório para a Ciência da Computação e Informática, Universidade Nova de Lisboa
ORCID: 0000-0002-3019-3304
Observed ORCID: 0000-0002-3019-3304
OpenAlex ID: A5000700188
Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning
2020 · Felipe André Zeiser, Cristiano André da Costa, et al. · Journal of Imaging Informatics in Medicine · 90
Breast cancer intelligent analysis of histopathological data: A systematic review
2021 · Felipe André Zeiser, Cristiano André da Costa, et al. · Applied Soft Computing · 35
Tagging with Small Training Corpora
2001 · Nuno C. Marques, Gabriel Pereira Lopes · Lecture notes in computer science · 27
Feature Clustering with Self-organizing Maps and an Application to Financial Time-series for Portfolio Selection.
2010 · Bruno Silva, Nuno C. Marques · 26
Hyperparameter Optimization of a Convolutional Neural Network Model for Pipe Burst Location in Water Distribution Networks
2023 · André Antunes, Bruno Ferreira, et al. · Journal of Imaging · 21
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An Extension of Self-organizing Maps to Categorical Data
2005 · Ning Chen, Nuno C. Marques · Lecture notes in computer science · 21
The ubiquitous self-organizing map for non-stationary data streams
2015 · Bruno Silva, Nuno Cavalheiro Marques · Journal Of Big Data · 14
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Sibilant consonants classification comparison with multi‐ and single‐class neural networks
2020 · Ivo Anjos, Nuno Cavalheiro Marques, et al. · Expert Systems · 13
Determining the Polarity of Words through a Common Online Dictionary
2011 · António Paulo-Santos, Carlos Ramos, et al. · Lecture notes in computer science · 12
User Group Profile Modeling Based on User Transactional Data for Personalized Systems
2005 · Yiling Yang, Nuno C. Marques · Lecture notes in computer science · 12
Self-organizing maps for water quality assessment in reservoirs and lakes: A systematic literature review
2025 · Oraib Almegdadi, João Marcelino, et al. · Ecological Informatics · 10
Detection of Voicing and Place of Articulation of Fricatives with Deep Learning in a Virtual Speech and Language Therapy Tutor
2020 · Ivo Anjos, Maxine Eskenazi, et al. · Interspeech (USB) · 9
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Evolutionary Feature Selection for Spiking Neural Network Pattern Classifiers
2005 · Michal Valko, Nuno C. Marques, et al. · Portuguese Conference on Artificial Intelligence · 9
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An Interactive Interface for Multi-dimensional Data Stream Analysis
2016 · Nuno C. Marques, Bruno Silva, et al. · International Conference on Information Visualisation (IV) · 8
Guiding Backprop by Inserting Rules
· Sebastian Bader, Steffen Hölldobler, et al. · 8
Sibilant Consonants Classification with Deep Neural Networks
2019 · Ivo Anjos, Nuno Marques, et al. · Lecture notes in computer science · 7
Ramex‐Forum: a tool for displaying and analysing complex sequential patterns of financial products
2016 · Pedro Tiple, Luis Cavique, et al. · Expert Systems · 7
Applying neural networks for concept drift detection in financial markets
2012 · Bruno Silva, Nuno C. Marques, et al. · 7
Extending Learning Vector Quantization for Classifying Data with Categorical Values
2010 · Ning Chen, Nuno C. Marques · Communications in computer and information science · 7
The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development
2020 · Sofia Cavaco, Isabel Guimarães, et al. · Information · 6
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Border Detection on Remote Sensing Satellite Data Using Self-Organizing Maps
2003 · Nuno C. Marques, Ning Chen · Lecture notes in computer science · 6
A Web Service-based approach for data mining in distributed environments.
2003 · Ning Chen, Nuno C. Marques, et al. · 6
Ubiquitous Self-Organizing Map: Learning Concept-Drifting Data Streams
2015 · Bruno Silva, Nuno Marques · Advances in intelligent systems and computing · 5
Sequential pattern mining of price interactions
2013 · Nuno C. Marques, Luís Cavique · 5
A Bootstrapping Algorithm for Learning the Polarity of Words
2012 · António Paulo Santos, Hugo Gonçalo Oliveira, et al. · Lecture notes in computer science · 5
Works count: 81
Citation count: 449
H-index: 10
I10-index: 11
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