Nuno Marques

According to our database, Nuno Marques authored at least 46 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Hyperparameter Optimization of a Convolutional Neural Network Model for Pipe Burst Location in Water Distribution Networks.

André Antunes, Bruno Ferreira, Nuno Marques, Nelson Carriço

J. Imaging, 2023

Analysis of Dam Natural Frequencies Using a Convolutional Neural Network.

Gonçalo Cabaço, Sérgio Oliveira, André Alegre, João Marcelino, João Manso, Nuno Marques

Proceedings of the Progress in Artificial Intelligence, 2023

2021

Breast cancer intelligent analysis of histopathological data: A systematic review.

Felipe André Zeiser, Cristiano André da Costa, Adriana Vial Roehe, Rodrigo da Rosa Righi, Nuno Marques

Appl. Soft Comput., 2021

Deploying a Speech Therapy Game Using a Deep Neural Network Sibilant Consonants Classifier.

William Costa, Sofia Cavaco, Nuno Marques

Proceedings of the Progress in Artificial Intelligence, 2021

Data Streams for Unsupervised Analysis of Company Data.

Miguel Carrega, Hugo Santos, Nuno Marques

Proceedings of the Progress in Artificial Intelligence, 2021

2020

Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning.

Felipe André Zeiser, Cristiano André da Costa, Tiago Zonta, Nuno M. C. Marques, Adriana Vial Roehe, Marcelo Moreno, Rodrigo da Rosa Righi

J. Digit. Imaging, 2020

The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development.

Sofia Cavaco, Isabel Guimarães, Mariana Ascensão, Alberto Abad, Ivo Anjos, Francisco Oliveira, Sofia Martins, Nuno Marques, Maxine Eskénazi, João Magalhães, Margarida Grilo

Inf., 2020

Sibilant consonants classification comparison with multi- and single-class neural networks.

Ivo Anjos, Nuno Cavalheiro Marques, Margarida Grilo, Isabel Guimarães, João Magalhães, Sofia Cavaco

Expert Syst. J. Knowl. Eng., 2020

Detection of Voicing and Place of Articulation of Fricatives with Deep Learning in a Virtual Speech and Language Therapy Tutor.

Ivo Anjos, Maxine Eskénazi, Nuno Marques, Margarida Grilo, Isabel Guimarães, João Magalhães, Sofia Cavaco

Proceedings of the Interspeech 2020, 2020

2019

An annotated repository for MATLAB code (S).

Antonio Relvas, Nuno C. Marques, Miguel P. Monteiro, Glauco de Figueiredo Carneiro

Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019

Sibilant Consonants Classification with Deep Neural Networks.

Ivo Anjos, Nuno Marques, Margarida Grilo, Isabel Guimarães, João Magalhães, Sofia Cavaco

Proceedings of the Progress in Artificial Intelligence, 2019

2018

A data reduction approach using hypergraphs to visualize communities and brokers in social networks.

Luís Cavique, Nuno C. Marques, António Gonçalves

Soc. Netw. Anal. Min., 2018

Analysis of a token density metric for concern detection in Matlab sources using UbiSOM.

Nuno Cavalheiro Marques, Miguel P. Monteiro, Bruno Silva

Expert Syst. J. Knowl. Eng., 2018

2017

Ramex-Forum: a tool for displaying and analysing complex sequential patterns of financial products.

Pedro Tiple, Luís Cavique, Nuno Cavalheiro Marques

Expert Syst. J. Knowl. Eng., 2017

Toward a Token-Based Approach to Concern Detection in MATLAB Sources.

Miguel P. Monteiro, Nuno C. Marques, Bruno Silva, Bruno Palma, João M. P. Cardoso

Proceedings of the Progress in Artificial Intelligence, 2017

2016

Finding Compositional Rules for Determining the Semantic Orientation of Phrases.

António Paulo-Santos, Carlos Ramos, Nuno C. Marques

Proceedings of the Computational Processing of the Portuguese Language, 2016

An Interactive Interface for Multi-dimensional Data Stream Analysis.

Nuno C. Marques, Bruno Silva, Hugo Santos

Proceedings of the 20th International Conference Information Visualisation, 2016

2015

The ubiquitous self-organizing map for non-stationary data streams.

Bruno Silva, Nuno Cavalheiro Marques

J. Big Data, 2015

Ubiquitous Self-Organizing Map: Learning Concept-Drifting Data Streams.

Bruno Silva, Nuno C. Marques

Proceedings of the New Contributions in Information Systems and Technologies, 2015

Ramex-Forum: Sequential Patterns of Prices in the Petroleum Production Chain.

Pedro Tiple, Luís Cavique, Nuno Cavalheiro Marques

Proceedings of the Progress in Artificial Intelligence, 2015

2014

An Algorithm to Condense Social Networks and Identify Brokers.

Luís Cavique, Nuno Cavalheiro Marques, Jorge M. A. Santos

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2013

Ubiquitous Self-Organizing Maps.

Bruno Silva, Nuno Cavalheiro Marques

Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

Simulating Price Interactions by Mining Multivariate Financial Time Series.

Bruno Silva, Luís Cavique, Nuno Cavalheiro Marques

Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

2012

Neural Network-based Framework for Data Stream Mining.

Bruno Silva, Nuno Cavalheiro Marques

Proceedings of the STAIRS 2012, 2012

The Role of Language Registers in Polarity Propagation.

António Paulo-Santos, Hugo Gonçalo Oliveira, Carlos Ramos, Nuno C. Marques

Proceedings of the Computational Processing of the Portuguese Language, 2012

A Bootstrapping Algorithm for Learning the Polarity of Words.

António Paulo-Santos, Hugo Gonçalo Oliveira, Carlos Ramos, Nuno C. Marques

Proceedings of the Computational Processing of the Portuguese Language, 2012

2011

Determining the Polarity of Words through a Common Online Dictionary.

António Paulo-Santos, Carlos Ramos, Nuno C. Marques

Proceedings of the Progress in Artificial Intelligence, 2011

2010

Maximus-AI: Using Elman Neural Networks for Implementing a SLMR Trading Strategy.

Nuno C. Marques, Carlos Gomes

Proceedings of the Knowledge Science, 2010

Towards Encoding Background Knowledge with Temporal Extent into Neural Networks.

Han The Anh, Nuno C. Marques

Proceedings of the Knowledge Science, 2010

Feature Clustering with Self-organizing Maps and an Application to Financial Time-series for Portfolio Selection.

Bruno Silva, Nuno Cavalheiro Marques

Proceedings of the ICFC-ICNC 2010, 2010

Implementing an Intelligent Moving Average with a Neural Network.

Nuno C. Marques, Carlos Gomes

Proceedings of the ECAI 2010, 2010

2009

Extending Learning Vector Quantization for Classifying Data with Categorical Values.

Ning Chen, Nuno C. Marques

Proceedings of the Agents and Artificial Intelligence - International Conference, 2009

A Batch Learning Vector Quantization Algorithm for Categorical Data.

Ning Chen, Nuno C. Marques

Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

2008

Guiding Backprop by Inserting Rules.

Sebastian Bader, Steffen Hölldobler, Nuno C. Marques

Proceedings of the Fourth International Workshop on Neural-Symbolic Learning and Reasoning, 2008

2005

Using Octave to introduce programming to technical science students.

Nuno C. Marques, Francisco Azevedo, Carmen Morgado, Jorge F. Custódio

Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2005

User Group Profile Modeling Based on User Transactional Data for Personalized Systems.

Yiling Yang, Nuno C. Marques

Proceedings of the Progress in Artificial Intelligence, 2005

Introduction.

João Gama, João Moura Pires, Margarida Cardoso, Nuno Cavalheiro Marques, Luís Cavique

Proceedings of the Progress in Artificial Intelligence, 2005

An Extension of Self-organizing Maps to Categorical Data.

Ning Chen, Nuno C. Marques

Proceedings of the Progress in Artificial Intelligence, 2005

Automatic Detection of Meddies Through Texture Analysis of Sea Surface Temperature Maps.

Marco Castellani, Nuno C. Marques

Proceedings of the Progress in Artificial Intelligence, 2005

2004

Applying a Part-of-Speech Tagger to Postal Address Detection on the Web.

Nuno Cavalheiro Marques, Sérgio Gonçalves

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

2003

A Web Service-based approach for data mining in distributed environments.

Ning Chen, Nuno M. C. Marques, Narasimha Bolloju

Proceedings of the Web Services: Modeling, 2003

Border Detection on Remote Sensing Satellite Data Using Self-Organizing Maps.

Nuno M. C. Marques, Ning Chen

Proceedings of the Progress in Artificial Intelligence, 2003

Mining Generalized Character n-Grams in Large Corpora.

Nuno C. Marques, Agnès Braud

Proceedings of the Progress in Artificial Intelligence, 2003

2001

A POS-Tagger generator for unknown languages.

Nuno M. C. Marques, Gabriel Pereira Lopes

Proces. del Leng. Natural, 2001

Tagging with Small Training Corpora.

Nuno M. C. Marques, José Gabriel Pereira Lopes

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

1995

Part-of-Speech Tagging for Portuguese Texts.

Aline Villavicencio, Nuno M. C. Marques, José Gabriel Pereira Lopes, Fabio Villavicencio

Proceedings of the Advances in Artificial Intelligence, 1995