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Noel Lopes
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Books and Theses
- 2014
- [b1]Noel Lopes:
Machine Learning for Adaptive Multi-Core Machines. University of Coimbra, Portugal, 2014
Journal Articles
- 2020
- [j5]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: 103260 (2020) - 2014
- [j4]Noel Lopes, Bernardete Ribeiro:
Towards adaptive learning with improved convergence of deep belief networks on graphics processing units. Pattern Recognit. 47(1): 114-127 (2014) - 2012
- [j3]Noel Lopes, Bernardete Ribeiro:
Towards a hybrid NMF-based neural approach for face recognition on GPUs. Int. J. Data Min. Model. Manag. 4(2): 138-155 (2012) - 2011
- [j2]Noel Lopes, Bernardete Ribeiro:
An Evaluation of Multiple Feed-Forward Networks on GPUs. Int. J. Neural Syst. 21(1): 31-47 (2011) - 2003
- [j1]Noel Lopes, Bernardete Ribeiro:
An Efficient Gradient-based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons. Neural Parallel Sci. Comput. 11(3): 253-272 (2003)
Conference and Workshop Papers
- 2019
- [c25]José Figueiredo, Noel Lopes, Francisco José García-Peñalvo:
Predicting Student Failure in an Introductory Programming Course with Multiple Back-Propagation. TEEM 2019: 44-49 - 2017
- [c24]Noel Lopes, Bernardete Ribeiro:
Novel Trends in Scaling Up Machine Learning Algorithms. ICMLA 2017: 632-636 - 2016
- [c23]Noel Lopes, Bernardete Ribeiro:
Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms. CIARP 2016: 530-538 - 2015
- [c22]Noel Lopes, Bernardete Ribeiro:
On the Impact of Distance Metrics in Instance-Based Learning Algorithms. IbPRIA 2015: 48-56 - [c21]Bernardete Ribeiro, Noel Lopes, Catarina Silva:
Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval. IJCNN 2015: 1-6 - 2014
- [c20]Bernardete Ribeiro, Noel Lopes, João Gonçalves:
Signature identification via efficient feature selection and GPU-based SVM classifier. IJCNN 2014: 1138-1145 - 2013
- [c19]Bernardete Ribeiro, Noel Lopes:
Extreme Learning Classifier with Deep Concepts. CIARP (1) 2013: 182-189 - 2012
- [c18]Noel Lopes, Bernardete Ribeiro:
Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size. CIARP 2012: 511-518 - [c17]Noel Lopes, Daniel Correia, Carlos Pereira, Bernardete Ribeiro, António Dourado:
An Incremental Hypersphere Learning Framework for Protein Membership Prediction. HAIS (1) 2012: 429-439 - [c16]João Gonçalves, Noel Lopes, Bernardete Ribeiro:
Multi-threaded Support Vector Machines for Pattern Recognition. ICONIP (2) 2012: 616-623 - [c15]Noel Lopes, Bernardete Ribeiro, João Gonçalves:
Restricted Boltzmann Machines and Deep Belief Networks on multi-core processors. IJCNN 2012: 1-7 - 2011
- [c14]Bernardete Ribeiro, Ricardo Quintas, Noel Lopes:
Evaluation of a Resource Allocating Network with Long Term Memory Using GPU. ICANNGA (2) 2011: 41-50 - [c13]Noel Lopes, Bernardete Ribeiro:
A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures. ICANNGA (2) 2011: 108-117 - [c12]Noel Lopes, Bernardete Ribeiro:
An Incremental Class Boundary Preserving Hypersphere Classifier. ICONIP (2) 2011: 690-699 - [c11]Bernardete Ribeiro, Noel Lopes:
Deep Belief Networks for Financial Prediction. ICONIP (3) 2011: 766-773 - [c10]Noel Lopes, Bernardete Ribeiro:
A fast optimized semi-supervised non-negative Matrix Factorization algorithm. IJCNN 2011: 2495-2500 - 2010
- [c9]Noel Lopes, Bernardete Ribeiro:
A Hybrid Face Recognition Approach Using GPUMLib. CIARP 2010: 96-103 - [c8]Noel Lopes, Bernardete Ribeiro, Ricardo Quintas:
GPUMLib: A new Library to combine Machine Learning algorithms with Graphics Processing Units. HIS 2010: 229-232 - [c7]Noel Lopes, Bernardete Ribeiro:
Stochastic GPU-based Multithread Implementation of Multiple Back-propagation. ICAART (1) 2010: 271-276 - [c6]Noel Lopes, Bernardete Ribeiro:
Non-negative Matrix Factorization Implementation Using Graphic Processing Units. IDEAL 2010: 275-283 - [c5]Noel Lopes, Bernardete Ribeiro:
A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework. IJCNN 2010: 1-5 - [c4]Bernardete Ribeiro, Noel Lopes, Catarina Silva:
High-performance bankruptcy prediction model using Graphics Processing Units. IJCNN 2010: 1-7 - [c3]Catarina Silva, Bernardete Ribeiro, Noel Lopes:
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. IJCNN 2010: 1-6 - 2009
- [c2]Noel Lopes, Bernardete Ribeiro:
Fast Pattern Classification of Ventricular Arrhythmias Using Graphics Processing Units. CIARP 2009: 603-610 - [c1]Noel Lopes, Bernardete Ribeiro:
GPU Implementation of the Multiple Back-Propagation Algorithm. IDEAL 2009: 449-456
Coauthor Index
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