People
João Duarte
Email
Member
Adaptive Computation
Journal Articles
2011
(4 publications) - Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Extension of Learning Vector Quantization to Cost-Sensitive Learning", International Journal of Computer Theory and Engineering, Vol.3, No.3, June, 2011, 2011
- Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Incorporate Cost Matrix into Learning Vector Quantization Modeling: a Comparative Study of Genetic Algorithm, Simulated Annealing and Particle Swarm Optimization", International Journal of Computer Theory and Engineering, vol. 3, no. 1, pp. 122-129, 2011, 2011
- Chen, N. and Vieira, A. and Ribeiro, B. and Duarte, J. and Neves, J.C. , "A Stable Credit Rating Model based on Learning Vector Quantization", Intelligent Data Analysis, vol. 15, 2011 [ DOI ]
- Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "A genetic algorithm-based approach to cost-sensitive bankruptcy prediction", Expert Systems with Applications - Elsevier, vol. 38, pp. 12939-12945, 2011 [ DOI ]
2010
(1 publication) - Gaspar-Cunha, A. and Mendes, F. and Duarte, J. and Vieira, A. and Ribeiro, B. and Ribeiro, A. and Neves, J.C. , ""Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach"", Int Journal of Natural Computing Research, 2010
Conference Articles
2011
(1 publication) 2010
(4 publications) - Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Hybrid Genetic Algorithm and Learning Vector Quantization modeling for Cost-Sensitive Bankruptcy Prediction", in IEEE International Conference on Machine Learning and Computing (ICMLC 2010), 2010
- Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. , "Weighted learning vector quantization to cost-sensitive learning", in I International Conference on Artificial Neural Networks (ICANN 2010), LNCS, Springer, 2010
- Gaspar-Cunha, A. and Mendes, F. and Duarte, J. and Vieira, A. and Ribeiro, B. and Ribeiro, A. and Neves, J.C. , "Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction", in SEAL-2010, 2010
- Gaspar-Cunha, A. and Duarte, J. and Vieira, A. and Ribeiro, B. and Ribeiro, A. and Neves, J.C. , "Feature Selection for Bankruptcy Prediction Using Multi-Objective Evolutionary Algorithms", in LIO-INFORMS, Buenos Aires, 2010, 2010
2009
(2 publications) - Chen, N. and Vieira, A. and Ribeiro, B. and Duarte, J. and Neves, J.C. , "Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction", in EPIA 2009, Springer-Verlag, Lecture Notes in Artificial Intelligence (LNAI) vol. 5816, pp. 374 â?? 385, 2009
- Vieira, A. and Duarte, J. and Ribeiro, B. and Neves, J.C. , "Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms", 2009
2008
(4 publications) - António Dourado and Martins, R. and Duarte, J. and Bruno Direito , "Towards Personalized Neural Networks for Epileptic Seizure Prediction", in International Conference on Neural Networks ICANN 2008, vol. 5164, 2008
- Ribeiro, B. and Vieira, A. and Duarte, J. and Silva, C. and Neves, J.C. and Liu, Q. and Sung, A.H. , "Bankruptcy Analysis for Credit Risk using Manifold Learning", in International Conference on Neural Information Processing, 2008
- Ribeiro, B. and Silva, C. and Sung, A.H. and Vieira, A. and Neves, J.C. and Duarte, J. and Liu, Q. , "Learning Manifolds for Bankruptcy Analysis", in International Conference on Neural Information Processing - ICONIP, Auckland, New Zealand, 2008
- Vieira, A. and Duarte, J. and Ribeiro, B. and Neves, J.C. , "Improving Personal Credit Scoring with HLVQ-C", in International Conference on Neural Information Processing - ICONIP, Auckland, New Zealand, 2008