Noel Lopes

31 papers B 7C 8Misc 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2020 J jnl
GPU-based fast clustering via K-Centres and k-NN mode seeking for geospatial industry applications.
Comput. Ind.
Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate, Noel Lopes, Bernardete Ribeiro
2019 — conf
Predicting Student Failure in an Introductory Programming Course with Multiple Back-Propagation.
TEEM
José Figueiredo, Noel Lopes, Francisco José García-Peñalvo
2017 C conf
Novel Trends in Scaling Up Machine Learning Algorithms.
ICMLA
Noel Lopes, Bernardete Ribeiro
2016 C conf
Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms.
CIARP
Noel Lopes, Bernardete Ribeiro
2015 B conf
Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval.
IJCNN
Bernardete Ribeiro, Noel Lopes, Catarina Silva
2015 Misc conf
On the Impact of Distance Metrics in Instance-Based Learning Algorithms.
IbPRIA
Noel Lopes, Bernardete Ribeiro
2014 — —
Machine Learning for Adaptive Multi-Core Machines
Noel Lopes
2014 B conf
Signature identification via efficient feature selection and GPU-based SVM classifier.
IJCNN
Bernardete Ribeiro, Noel Lopes, João Gonçalves
2014 J jnl
Towards adaptive learning with improved convergence of deep belief networks on graphics processing units.
Pattern Recognit.
Noel Lopes, Bernardete Ribeiro
2013 — conf
Extreme Learning Classifier with Deep Concepts.
CIARP (1)
Bernardete Ribeiro, Noel Lopes
2012 — conf
An Incremental Hypersphere Learning Framework for Protein Membership Prediction.
HAIS (1)
Noel Lopes, Daniel Correia, Carlos Pereira, Bernardete Ribeiro, António Dourado
2012 C conf
Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size.
CIARP
Noel Lopes, Bernardete Ribeiro
2012 — conf
Multi-threaded Support Vector Machines for Pattern Recognition.
ICONIP (2)
João Gonçalves, Noel Lopes, Bernardete Ribeiro
2012 B conf
Restricted Boltzmann Machines and Deep Belief Networks on multi-core processors.
IJCNN
Noel Lopes, Bernardete Ribeiro, João Gonçalves
2012 J jnl
Towards a hybrid NMF-based neural approach for face recognition on GPUs.
Int. J. Data Min. Model. Manag.
Noel Lopes, Bernardete Ribeiro
2011 — conf
A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures.
ICANNGA (2)
Noel Lopes, Bernardete Ribeiro
2011 B conf
A fast optimized semi-supervised non-negative Matrix Factorization algorithm.
IJCNN
Noel Lopes, Bernardete Ribeiro
2011 J jnl
An Evaluation of Multiple Feed-Forward Networks on GPUs.
Int. J. Neural Syst.
Noel Lopes, Bernardete Ribeiro
2011 — conf
An Incremental Class Boundary Preserving Hypersphere Classifier.
ICONIP (2)
Noel Lopes, Bernardete Ribeiro
2011 — conf
Deep Belief Networks for Financial Prediction.
ICONIP (3)
Bernardete Ribeiro, Noel Lopes
2011 — conf
Evaluation of a Resource Allocating Network with Long Term Memory Using GPU.
ICANNGA (2)
Bernardete Ribeiro, Ricardo Quintas, Noel Lopes
2010 C conf
A Hybrid Face Recognition Approach Using GPUMLib.
CIARP
Noel Lopes, Bernardete Ribeiro
2010 B conf
A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework.
IJCNN
Noel Lopes, Bernardete Ribeiro
2010 C conf
GPUMLib: A new Library to combine Machine Learning algorithms with Graphics Processing Units.
HIS
Noel Lopes, Bernardete Ribeiro, Ricardo Quintas
2010 B conf
High-performance bankruptcy prediction model using Graphics Processing Units.
IJCNN
Bernardete Ribeiro, Noel Lopes, Catarina Silva
2010 B conf
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge.
IJCNN
Catarina Silva, Bernardete Ribeiro, Noel Lopes
2010 C conf
Non-negative Matrix Factorization Implementation Using Graphic Processing Units.
IDEAL
Noel Lopes, Bernardete Ribeiro
2010 — conf
Stochastic GPU-based Multithread Implementation of Multiple Back-propagation.
ICAART (1)
Noel Lopes, Bernardete Ribeiro
2009 C conf
Fast Pattern Classification of Ventricular Arrhythmias Using Graphics Processing Units.
CIARP
Noel Lopes, Bernardete Ribeiro
2009 C conf
GPU Implementation of the Multiple Back-Propagation Algorithm.
IDEAL
Noel Lopes, Bernardete Ribeiro
2003 J jnl
An Efficient Gradient-based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons.
Neural Parallel Sci. Comput.
Noel Lopes, Bernardete Ribeiro