Noel Lopes

Publication Activity (10 Years)

Years Active: 2003-2020
Publications (10 Years): 6

Top Topics

Deep Belief Networks

Introductory Programming

Restricted Boltzmann Machine

Top Venues

Pattern Recognit.

Int. J. Data Min. Model. Manag.

Publications

Ana-Lorena Uribe-Hurtado, Mauricio Orozco-Alzate, Noel Lopes, Bernardete Ribeiro
GPU-based fast clustering via K-Centres and k-NN mode seeking for geospatial industry applications. Comput. Ind. 122 (2020)
José Figueiredo, Noel Lopes, Francisco José García-Peñalvo
Predicting Student Failure in an Introductory Programming Course with Multiple Back-Propagation. TEEM (2019)
Noel Lopes, Bernardete Ribeiro
Novel Trends in Scaling Up Machine Learning Algorithms. ICMLA (2017)
Noel Lopes, Bernardete Ribeiro
Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms. CIARP (2016)
Bernardete Ribeiro, Noel Lopes, Catarina Silva
Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval. IJCNN (2015)
Noel Lopes, Bernardete Ribeiro
On the Impact of Distance Metrics in Instance-Based Learning Algorithms. IbPRIA (2015)
Noel Lopes, Bernardete Ribeiro
Towards adaptive learning with improved convergence of deep belief networks on graphics processing units. Pattern Recognit. 47 (1) (2014)
Bernardete Ribeiro, Noel Lopes, João Gonçalves
Signature identification via efficient feature selection and GPU-based SVM classifier. IJCNN (2014)
Bernardete Ribeiro, Noel Lopes
Extreme Learning Classifier with Deep Concepts. CIARP (1) (2013)
João Gonçalves, Noel Lopes, Bernardete Ribeiro
Multi-threaded Support Vector Machines for Pattern Recognition. ICONIP (2) (2012)
Noel Lopes, Bernardete Ribeiro
Towards a hybrid NMF-based neural approach for face recognition on GPUs. Int. J. Data Min. Model. Manag. 4 (2) (2012)
Noel Lopes, Daniel Correia, Carlos Pereira, Bernardete Ribeiro, António Dourado
An Incremental Hypersphere Learning Framework for Protein Membership Prediction. HAIS (1) (2012)
Noel Lopes, Bernardete Ribeiro
Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size. CIARP (2012)
Noel Lopes, Bernardete Ribeiro, João Gonçalves
Restricted Boltzmann Machines and Deep Belief Networks on multi-core processors. IJCNN (2012)
Noel Lopes, Bernardete Ribeiro
A fast optimized semi-supervised non-negative Matrix Factorization algorithm. IJCNN (2011)
Bernardete Ribeiro, Noel Lopes
Deep Belief Networks for Financial Prediction. ICONIP (3) (2011)
Noel Lopes, Bernardete Ribeiro
An Incremental Class Boundary Preserving Hypersphere Classifier. ICONIP (2) (2011)
Noel Lopes, Bernardete Ribeiro
An Evaluation of Multiple Feed-Forward Networks on GPUs. Int. J. Neural Syst. 21 (1) (2011)
Noel Lopes, Bernardete Ribeiro
A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures. ICANNGA (2) (2011)
Bernardete Ribeiro, Ricardo Quintas, Noel Lopes
Evaluation of a Resource Allocating Network with Long Term Memory Using GPU. ICANNGA (2) (2011)
Noel Lopes, Bernardete Ribeiro
A Hybrid Face Recognition Approach Using GPUMLib. CIARP (2010)
Noel Lopes, Bernardete Ribeiro
Stochastic GPU-based Multithread Implementation of Multiple Back-propagation. ICAART (1) (2010)
Noel Lopes, Bernardete Ribeiro, Ricardo Quintas
GPUMLib: A new Library to combine Machine Learning algorithms with Graphics Processing Units. HIS (2010)
Bernardete Ribeiro, Noel Lopes, Catarina Silva
High-performance bankruptcy prediction model using Graphics Processing Units. IJCNN (2010)
Noel Lopes, Bernardete Ribeiro
A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework. IJCNN (2010)
Catarina Silva, Bernardete Ribeiro, Noel Lopes
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. IJCNN (2010)
Noel Lopes, Bernardete Ribeiro
Non-negative Matrix Factorization Implementation Using Graphic Processing Units. IDEAL (2010)
Noel Lopes, Bernardete Ribeiro
GPU Implementation of the Multiple Back-Propagation Algorithm. IDEAL (2009)
Noel Lopes, Bernardete Ribeiro
Fast Pattern Classification of Ventricular Arrhythmias Using Graphics Processing Units. CIARP (2009)
Noel Lopes, Bernardete Ribeiro
An Efficient Gradient-based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons. Neural Parallel Sci. Comput. 11 (3) (2003)