Bernardete Martins Ribeiro
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Data da última actualização
»Last update
:
28/06/2013 |
Dados pessoais (Personal data)
Nome completo
Full name |
Bernardete Martins Ribeiro |
Nome em citações bibliográficas
Quoting name |
Bernardete Ribeiro |
Categoria profissional
Position |
Professor Associado com Agregação |
Domínio científico de actuação
Scientific domain |
Engenharia e Tecnologia-Engenharia Electrotécnica, Electrónica e Informática.
Ciências Exactas-Ciências da Computação e da Informação.
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Sexo
Gender |
Feminino»Female |
Graus Académicos
(Academic Degrees)
| 2010 |
Agregação
Aggregation |
| Universidade de Coimbra,
Portugal.
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| 1991-1995 |
Doutoramento
Phd |
Engenharia Electrotécnica Especialidade de Informática.
Universidade de Coimbra,
Portugal.
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| 1984-1986 |
Mestrado
Master degree |
Ciências da Computação
(2 anos » years)
.
Universidade de Coimbra,
Portugal.
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| 1970-1975 |
Licenciatura
Licentiate degree |
Engenharia Química
(5 anos » years)
.
Universidade de Coimbra,
Portugal.
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Vínculos profissionais
(Professional Positions)
| Nov/2010-Actual |
Professor Associado com Agregação |
| Fev/2005-Nov/2010 |
Professor Associado |
| Out/1996-Fev/2005 |
Professor Auxiliar |
| Mar/2004-Nov/2004 |
Professor Associado |
| Instituto Politécnico de Coimbra |
| Out/1975-Set/1996 |
Professor Adjunto |
| Out/1973-Set/1975 |
Monitora |
Atividades de Extensão Universitária (Other services rendered through University)
| Mar/2004-Dez/2004 |
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Atividade de extensão realizada»Extension activity rendered:
- participou em seminários de graduação e júris de PhD |
Línguas (Languages)
Compreende
Understandig |
Inglês (Bem), Francês (Bem), Espanhol (Bem), Alemão (Razoavelmente), Português (Bem). |
Fala
Speaking |
Inglês (Bem), Francês (Bem), Espanhol (Razoavelmente), Alemão (Pouco), Português (Bem). |
Lê
Reading |
Inglês (Bem), Francês (Bem), Espanhol (Bem), Alemão (Pouco), Português (Bem). |
Escreve
Writing |
Inglês (Bem), Francês (Bem), Espanhol (Razoavelmente), Alemão (Pouco), Português (Bem). |
Prémios e títulos (Awards Prizes, and Honours)
| 2001 |
Best Paper Award,
International Conference on Computing Anticipatory Systems.
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| 2007 |
Best Paper Award,
International Conference on Data Mining and Knowledge Discovery.
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| 2010 |
AIRES Advanced Intelligent Risk Evaluation System: A Credit Risk Web Platform, Honnors Mention, ,
MIT Capital Venture, I.S.C.T.E., Lisbon, August, 2010.
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| 2009 |
Scientific Merit,
International Conference on Adaptive and Natural Computing Algorithms.
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| 2013 |
Best Research Paper Award,
Liga Portuguesa Contra a Epilepsia.
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| 1991 |
Graduate Fellowship,
Junta Nacional para a Investigacao Cientifica e Tecnologica.
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Membro de Associações Profissionais/Científicas (Professional/Scientific Association membership)
| Actual |
IAPR, Membro.
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| Actual |
APRP, Membro.
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| Nov/2008 - Actual |
ACM, Membro.
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| Nov/2008 - Actual |
IEEE, Membro.
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| Jan/1992 - Actual |
APCA, Membro fundador.
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Produção científica, técnica e artística/cultural
(Scientific, technical and artistical/cultural
production)
Livros publicados/organizados ou edições
Published/organized books or Editions |
| 1. |
 Ribeiro, Bernardete. 2010. Inductive Inference for Large Text Categorization: Kernel Techniques and Approaches. ed. 1, ISBN: 978-3-642-04532-5. Alemanha: Springer-Verlag Heidelberg Berlin. |
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| 2. |
Beliczynski, B.; Dzielinski, A.; Iwanowski, M.; Ribeiro, B.. eds. 2007. Adaptive and Natural Computing Algorithms Part II ed. 1, ISBN: 978-3-540-71590-0. n/a: LNCS, Springer-Value. |
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| 3. |
Beliczynski, B.; Dzielinski, A.; Iwanowski, M.; Ribeiro, B.. eds. 2007. Adaptive and Natural Computing Algorithms Part I ed. 1, ISBN: 978-3-540-71589-4. n/a: LNCS, Springer-Verlag. |
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| 4. |
Ribeiro, B.. ed. 2005. Adaptive and Natural Computing Algorithms ed. 1. n/a: Springer-Verlag. |
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Capítulos de livros publicados
Published book chapters |
| 1. |
Liu, Q.; Sung, A.H.; Qiao, M.; Ribeiro, B.; Chen, N.. 2011. Feature Mining and Pattern Recognition in Multimedia Forensics - Detection of JPEG Image Based Steganography, Double-Compression,
Interpolations and WAV Audio Based Steganography. In n/a, ed. Patrick Wang, n/a - n/a. . n/a: n/a. |
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| 2. |
Ferreira, J.; Crisóstomo, M.; Coimbra, P.; Ribeiro, B.. 2011. SVR controller for a biped robot with a human-like gait subjected to external sagittal forces. In n/a, ed. Intech, n/a - n/a. . n/a: n/a. |
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| 3. |
Vieira, A.; Duarte, J.; Ribeiro, B.; Neves, J.C.. 2009. Improving Personal Credit Scoring with HLVQ-C. In Advances in Neuro-Information Processing, ed. Koppen et al. (Eds.), 97 - 103. . n/a: Springer-Verlag Berlin Heidelberg 2009. |
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| 4. |
Ribeiro, B.. 2003. Learning Adaptive Kernels for Model Diagnosis. In Design and Application of Hybrid Intelligent Systems, ed. Eds. A. Abraham, M. Koppen, K Franke, IOS Press, 563 - 571. . n/a: IOS Press. |
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| 5. |
Ribeiro, B.; Carvalho, P.. 2002. Mercer's Kernel Based Learning. In Soft Computing: Design, Management and Applications, Frontiers in Artificial Intelligence and Applications, IOS Press, ed. Eds. A. Abraham, J., 341 - 350. . n/a: IOS Press (ISBN: 1-58603-297-6). |
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| 6. |
Silva, C.; Ribeiro, B.. 2001. A Modular Constructive Approach to Mobile Robot Navigation. In Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies 2001, ed. Norio Baba et. al, 313 - 317. . n/a: IOS Press. |
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| 7. |
Ribeiro, B.; Dourado, António. 1995. Lime Kiln Simulation and Control by Neural Networks. In Neural Networks for Chemical Engineers, ed. Ed. A. Bulsary, Elsevier Science Publishers, North-Holland, 163 - 191. . n/a: Elsevier Science Publishers, North-Holland. |
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| 8. |
Ribeiro, B.; Dourado, António. 1993. Industrial Lime Kiln Simulation and Control by Neural Networks. In Energy Efficiency in Process Technology, ed. Eds. P. A. Pilavachi, Elsevier Science Publishers, London, 779 - 788. . n/a: Elsevier Science Publishers, London. |
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Artigos em revistas com arbitragem científica
Papers in periodics with scientific refereeing |
| 1. |
Chen, N.; Ribeiro, B.. 2013. "Influence of class distribution on cost-sensitive learning: a case study of French bankruptcy analysis", Intelligent Data Analysis 17, 3: 1 - 10. |
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| 2. |
Chen, N.; Ribeiro, B.; Vieira, A.. 2013. "Clustering and Visualization of Bankruptcy Trajectory using Self-Organizing Map", Expert Systems with Applications 40, 1: 385 - 393. |
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| 3. |
Ludwig, Oswaldo; Nunes, Urbano; Ribeiro, Bernardete; Premebida, Cristiano. 2013. "Improving the Generalization Capacity of Cascade Classifiers", IEEE Transactions on Cybernetics, 99: 1 - 12.
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| 4. |
Lopes, Noel; Ribeiro, Bernardete. 2012. "Towards a hybrid NMF-based neural approach for face recognition on GPUs", International Journal of Data Mining, Modelling and Management 4, 2: 138 - 138.
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| 5. |
Figueiredo, Marisa; de Almeida, A; Ribeiro, Bernardete. 2012. "Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems", Neurocomputing 96, 1: 66 - 73.
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| 6. |
Ribeiro, B.; Silva, C.; Chen, N.; Vieira, A.; Neves, J.C.. 2012. "Enhanced Default Risk Models with SVM+", Expert Systems With Applications 39, 11: 10140 - 10152.
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| 7. |
Lopes, Noel; Ribeiro, B.. 2012. "Handling Missing Values via a Neural Selective Input Model", Neural Network World 22, 4: 357 - 370. |
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| 8. |
Direito, Bruno; Teixeira, César; Ribeiro, Bernardete; Castelo-Branco, Miguel; Sales, Francisco; Dourado, António. 2012. "Modeling epileptic brain states using EEG spectral analysis and topographic mapping", Journal of Neuroscience Methods 210, 2: 220 - 229.
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| 9. |
Chen, N.; Ribeiro, B.; Vieira, A.; Duarte, J.; Neves, J.C.. 2011. "Extension of Learning Vector Quantization to Cost-Sensitive Learning", International Journal of Computer Theory and Engineering, Vol.3, No.3, June, 2011 3, 3: 352 - 359.
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| 10. |
Lopes, Noel; Ribeiro, B.. 2011. "GPUMLib: An Efficient Open-Source GPU Machine Learning Library", International Journal of Computer Information Systems and Industrial Management Applications 3, n/a: 355 - 362. |
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| 11. |
Lopes, Noel; Ribeiro, B.. 2011. "An Evaluation of Multiple Feed-Forward Networks on GPUs", International Journal of Neural Systems 21, 1: 31 - 47. |
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| 12. |
Chen, N.; Ribeiro, B.; Vieira, A.; Duarte, J.; Neves, J.C.. 2011. "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, 1: 122 - 129.
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| 13. |
Chen, N.; Vieira, A.; Ribeiro, B.; Duarte, J.; Neves, J.C.. 2011. "A Stable Credit Rating Model based on Learning Vector Quantization", Intelligent Data Analysis 15, 2: 1 - 10. |
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| 14. |
Chen, N.; Ribeiro, B.; Chen, A.. 2011. "Using Non-negative Matrix Factorization for Bankruptcy Analysis", INFOCOMP Journal of Computer Science 10, 4: 57 - 64. |
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| 15. |
Chen, N.; Ribeiro, B.; Vieira, A.; Duarte, J.; Neves, J.C.. 2011. "A genetic algorithm-based approach to cost-sensitive bankruptcy prediction", Expert Systems With Applications 38, 10: 12939 - 12945. |
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| 16. |
Gaspar-Cunha, A.; Mendes, F.; Duarte, J.; Vieira, A.; Ribeiro, B.; Ribeiro, A.; Neves, J.. 2010. "Feature Selection for Bankruptcy Prediction", Journal of Natural Computing Research 1, 2: 71 - 91.
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| 17. |
Silva, Catarina; Lotric, Uros; Ribeiro, Bernardete; Dobnikar, Andrej. 2010. "Distributed Text Classification With an Ensemble Kernel-Based Learning Approach", IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 40, 3: 287 - 297.
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| 18. |
Liu, Qingzhong; Sung, Andrew H; Qiao, Mengyu; Chen, Zhongxue; Ribeiro, Bernardete. 2010. "An improved approach to steganalysis of JPEG images", Information Sciences 180, 9: 1643 - 1655.
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| 19. |
Beliczynski, B.; Ribeiro, B.. 2009. "Some Enhancements to Approximation of One-Variable Functions by Orthonormal Basis", Neural Network World 19, n/a: 401 - 412. |
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| 20. |
Torres, G.J.; Basnet, R.B.; Sung, A.H.; Mukkamala, S.; Ribeiro, B.. 2009. "A Similarity Measure for Clustering and its Applications", International Journal of Electrical, Computer & Systems Engineer 3, 3: 164 - 174. |
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| 21. |
Ferreira, J.; Crisóstomo, M.; Coimbra, P.; Ribeiro, B.. 2009. "'Control of a biped robot with support vector regression in sagittal plane", IEEE Transactions on Instrumentation and Measurement 58, 9: 3167 - 3167. |
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| 22. |
Liu, Q.; Sung, A.H.; Ribeiro, B.. 2008. "Image Complexity and Feature Mining for Steganalysis of Least Significant Bit Matching Steganography", Information Sciences 178, 1: 21 - 36. |
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| 23. |
Silva, C.; Ribeiro, B.. 2008. "Towards Expanding Relevance Vector Machines to Large Scale Datasets", International Journal of Neural Systems 18, 1: 45 - 58. |
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| 24. |
Ferreira, J.; Crisóstomo, M.; Coimbra, P.; Ribeiro, B.. 2008. "Simulation Control of a Biped Robot with Support Vector Regression", IEEE Transactions on Instrumentation and Measurement, n/a: n/a - n/a. |
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| 25. |
Ribeiro, B.; Marques, A.; Henriques, J.; Antunes, M.. 2007. "Choosing Real-Time Predictors For Ventricular Arrhythmias Detection", International Journal of Pattern Recognition and Artificial Intelligence 21, 8: 1 - 15. |
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| 26. |
Silva, C.; Ribeiro, B.. 2007. "RVM Ensemble for Text Classification", International Journal of Computational Intelligence Research 3, 1: 31 - 35. |
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| 27. |
Silva, Catarina; Ribeiro, Bernardete. 2006. "On Text-based Mining with Active Learning and Background Knowledge Using SVM", Soft Computing 11, 6: 519 - 530.
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| 28. |
Mukkamala, S.; Sung, A.H.; Ribeiro, B.; Vieira, A.. 2006. "Computational Intelligent Techniques for Financial Distress Detection", International Journal of Computational Intelligence Research 2, 1: 60 - 65. |
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| 29. |
Silva, C.; Ribeiro, B.. 2006. "Rare Class Text Categorization with SVM Ensemble", Przeglad Elektrotechniczny 82, 1: 28 - 31. |
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| 30. |
Beliczynski, B.; Ribeiro, B.. 2006. "Tuning Parameters of the Simple Forecasting Models", Przeglad Elektrotechniczny 1, 5: 104 - 108. |
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| 31. |
Ribeiro, B.. 2005. "On the Evaluation of Minkovsky Kernel for SVMs", Neural, Parallel & Scientific Computations 13, 4: 77 - 90. |
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| 32. |
Ribeiro, B.. 2005. "Selective Classification and Regression Models Based on Support Vector Clustering", Neural, Parallel & Scientific Computations 13, 3: 327 - 336. |
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| 33. |
Ribeiro, B.. 2005. "Support Vector Machines for Quality Monitoring in a Plastic Injection Molding Process", IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews 35, 3: 401 - 410.
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| 34. |
Ribeiro, Bernardete. 2004. " Computational intelligence in manufacturing quality control", Przeglad Elektrotechniczny 80, 4: 286 - 290. |
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| 35. |
Lopes, Noel; Ribeiro, B.. 2003. "An efficient Gradient-Based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons", Neural, Parallel & Scientific Computations 11, 3: 253 - 272. |
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| 36. |
Silva, Catarina; Ribeiro, Bernardete. 2003. "Navigating mobile robots with a modular neural architecture", Neural Computing & Applications 12, 3-4: 200 - 211.
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| 37. |
Ribeiro, B.; Kovacec, Alexander. 2003. "Triangle with Vertices Circunscribing an Ellipse, (Solution to Problem 29-2)", International Linear Algebra Society (ILAS) Bulletin, IMAGE 30, 1: 23 - 23. |
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| 38. |
Ribeiro, Bernardete; Kovacec, Alexander. 2003. "Product of Companion Matrices (Solution to Problem 29-6)", International Linear Algebra Society (ILAS) Bulletin, IMAGE 30, 1: 26 - 26. |
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| 39. |
Ribeiro, Bernardete; Kovacec, Alexander. 2003. "Complementary Principal Submatrices and Their Eigenvalues (Solution to Problem 29-7)", International Linear Algebra Society (ILAS) Bulletin, IMAGE, 30, 1: 26 - 27. |
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| 40. |
Ribeiro, Bernardete; Kovacec, Alexander. 2003. "A Class of {0,1}-Matrices Containing Constant Column Sum Submatrices", International Linear Algebra Society (ILAS) Bulletin, IMAGE 30, 1: 36 - 36. |
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| 41. |
Araujo, F.; Ribeiro, B.; rodrigues, L.. 2001. "A Neural Network for Shortest Path Computation", IEEE Transactions on Neural Networks 15, 5: 1067 - 1073. |
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| 42. |
Carvalho, P.; Ribeiro, B.; Dourado, António. 1999. "On the Use of Neural Networks and Geometrical Criteria for Localisation of Highly Irregular Elliptical Shapes", Pattern Analysis and Applications 2, n/a: 321 - 342. |
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| 43. |
Carvalho, P.; Ribeiro, B.; Dourado, António. 1998. "Industrial Visual Inspection of Lime Granules By Neural Networks", Computers & Industrial Engineering 35, 3-4: 539 - 542. |
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Trabalhos completos/resumidos em eventos com arbitragem científica
Papers in conference proceedings with scientific refereeing |
| 1. |
Figueiredo, M.; Ribeiro, B.; Almeida, Ana M.. 2013. "On the regularization parameter selection for sparse code learning in electrical source separation", Trabalho apresentado em Intl. Conf. on Adaptive and Natural Computing Algorithms, In Proc. Intl. Conf. on Adaptive and Natural Computing Algorithms, LNCS, Springer, , n/a. |
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| 2. |
Chen, N.; Ribeiro, B.. 2013. "A Consensus Approach for Combining Multiple Classifiers in Cost-Sensitive Bankruptcy Prediction", Trabalho apresentado em in: M. Tomassini et al. (Eds.): ICANNGA 2013, LNCS 7824, pp. 266--276. Springer, Heidelberg (2013), In in: M. Tomassini et al. (Eds.): ICANNGA 2013, Lausanne. |
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| 3. |
Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.. 2013. "Defining Semantic Meta-Hashtags for Twitter Classication", Trabalho apresentado em M. Tomassini et al. (Eds.): ICANNGA 2013, LNCS 7824, pp. 226--235. Springer, Heidelberg (2013), In M. Tomassini et al. (Eds.): ICANNGA 2013, LNCS 7824, pp. 226--235. Springer, Heidelberg (2013), Lausanne. |
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| 4. |
Lopes, Noel; Ribeiro, B.. 2012. "Restricted Boltzmann Machines and Deep Belief Networks on Multi-Core Processors", Trabalho apresentado em IEEE World Congress on Computational Intelligence (WCCI 2012), IEEE, Brisbane, Australia (DOI: 10.1007/978-3-642-32639-4_90), In IEEE World Congress on Computational Intelligence (WCCI 2012), IEEE, Brisbane, Australia (DOI: 10.1007/978-3-642-32639-4_90), n/a. |
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| 5. |
Lopes, Noel; Ribeiro, B.. 2012. "Improving convergence of restricted Boltzmann machines via a learning adaptive step size", Trabalho apresentado em 17th Iberoamerican Congress on Pattern Recognition (CIARP 2012), LNCS vol. 7441, pp: 511-518, In 17th Iberoamerican Congress on Pattern Recognition (CIARP 2012), LNCS vol. 7441, pp: 511-518, Buenos Aires. |
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| 6. |
Lopes, Noel; Pereira, C.; Ribeiro, B.; Dourado, António. 2012. "An Incremental Hypersphere Learning Framework for Protein Membership Prediction", Trabalho apresentado em International Conference on Hybrid Artificial Intelligence Systems, LNCS 7208, pp. 429-439, In International Conference on Hybrid Artificial Intelligence Systems, LNCS 7208, pp. 429-439, n/a. |
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| 7. |
Direito, Bruno; Teixeira, C.; Ribeiro, B.; Castelo-Branco, M.; Dourado, António. 2012. "Space Time Frequency (STF) Code Tensor for the Characterization of the Epileptic Preictal Stage", Trabalho apresentado em 34th Annual International Conference of the IEEE EMBS, In 34th Annual International Conference of the IEEE EMBS, n/a. |
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| 8. |
Vieira, A.; Ribeiro, B.; Chen, N.. 2012. "Credit Scoring for SME Using a Manifold Supervised Learning Algorithm", Trabalho apresentado em Intelligent Data Engineering and Automated Learning - IDEAL 2012 Lecture Notes in Computer Science, 2012, Volume 7435/2012,
763-770, DOI: 10.1007/978-3-642-32639-4_90, In Intelligent Data Engineering and Automated Learning - IDEAL 2012 Lecture Notes in Computer Science, 2012, Volume 7435/2012,
763-770, DOI: 10.1007/978-3-642-32639-4_90, n/a. |
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| 9. |
Gonçalves, J.; Lopes, Noel; Ribeiro, B.. 2012. "Multi-Thread Support Vector Machines for Pattern Recognition", Trabalho apresentado em International Conference on Neural Information Processing, Part III, LNCS 7665, pp. 228--235. Springer, Heidelberg, In International Conference on Neural Information Processing, Part III, LNCS 7665, pp. 228--235. Springer, Heidelberg, n/a. |
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| 10. |
Ribeiro, B.; Chen, N.. 2012. "Biclustering and Subspace Learning with Regularization for Financial Risk Analysis", Trabalho apresentado em International Conference on Neural Information Processing, Part II, LNCS 7664, pp. 616--623. Springer, Heidelberg, In International Conference on Neural Information Processing, Part II, LNCS 7664, pp. 616--623. Springer, Heidelberg, n/a. |
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| 11. |
Almeida, Ana M.; Figueiredo, M.; Ribeiro, B.. 2012. "Non Intrusive Load Monitoring Revisited", Trabalho apresentado em PCEEE Portugal em Conferencia para uma Europa Energeticamente Inteligente, Portugal, Junho 2012, In PCEEE Portugal em Conferencia para uma Europa Energeticamente Inteligente, Portugal, Junho 2012, n/a. |
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| 12. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.. 2012. "Another perspective on NILM systems for informed energy consumer behavior", Trabalho apresentado em International Workshop on Energy Efficiency for a More Sustainable World, September, 2012, In International Workshop on Energy Efficiency for a More Sustainable World, September, 2012, n/a. |
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| 13. |
Direito, Bruno; Teixeira, C.; Ribeiro, B.; Castelo-Branco, M.; Dourado, António. 2012. "Space Time Frequency (STF) Code Tensor for the Characterization of the Epileptic Preictal Stage", Trabalho apresentado em 34th Annual International Conference of the IEEE EMBS, In 34th Annual International Conference of the IEEE EMBS, n/a. |
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| 14. |
Lopes, Noel; Ribeiro, B.. 2011. "A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures", Trabalho apresentado em ICANNGA'11 - International Conference on Adaptive and Natural Computing Algorithms, pp. 108-117, In ICANNGA'11 - International Conference on Adaptive and Natural Computing Algorithms, pp. 108-117, n/a. |
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| 15. |
Silva, C.; Antunes, M.; Ribeiro, B.; Correia, M.. 2011. "A hybrid AIS-SVM ensemble approach for Text Classification", Trabalho apresentado em Proc Int Conf on Adaptive and Natural Computing Algorithms, pp. , Part II, LNCS 6594, 2011, In Proc Int Conf on Adaptive and Natural Computing Algorithms, pp. , Part II, LNCS 6594, 2011, n/a. |
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| 16. |
Ribeiro, B.; Quintas, R.; Lopes, Noel. 2011. "Evaluation of a Resource Allocating Network with Long Term Memory using GPU", Trabalho apresentado em Proc Int Conf on Adaptive and Natural Computing Algorithms, pp 41-47, Part II, LNCS 6594, 2011, In Proc Int Conf on Adaptive and Natural Computing Algorithms, pp 41-47, Part II, LNCS 6594, 2011, n/a. |
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| 17. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.. 2011. "Non-intrusive Residential Electrical Consumption Traces", Trabalho apresentado em Ambient Intelligence - Software and Applications - 2nd International Symposium on Ambient Intelligence, (ISAmI2011), Springer,
Vol. 92,pp. 51-58, 2011 (DOI: 10.1007/978-3-642-19937-0_7), In Ambient Intelligence - Software and Applications - 2nd International Symposium on Ambient Intelligence, (ISAmI2011), Springer,
Vol. 92,pp. 51-58, 2011 (DOI: 10.1007/978-3-642-19937-0_7), n/a. |
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| 18. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.. 2011. "An Experimental Study on Electrical Signature Identification", Trabalho apresentado em Proc Intl Conf on Adaptive and Natural Computing Algorithms, pp 31-40, Part II, LNCS 6594, 2011, In Proc Intl Conf on Adaptive and Natural Computing Algorithms, pp 31-40, Part II, LNCS 6594, 2011, n/a. |
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| 19. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.. 2011. "Wavelet Decomposition and Singular Spectrum Analysis for Electrical Signal Denoising", Trabalho apresentado em Proc of the IEEE Intl Conf on Systems, Man and Cybernetics (SMC2011), pp.3329-3334, 2011 (DOI: 10.1109/ICSMC.2011.6084183), In Proc of the IEEE Intl Conf on Systems, Man and Cybernetics (SMC2011), pp.3329-3334, 2011 (DOI: 10.1109/ICSMC.2011.6084183), n/a. |
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| 20. |
Ribeiro, B.; Chen, N.. 2011. "Graph Weighted Subspace Learning Models in Bankruptcy", Trabalho apresentado em IEEE International Joint Conference on Neural Networks (IJCNN), July 2011, In IEEE International Joint Conference on Neural Networks (IJCNN), July 2011, n/a. |
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| 21. |
Lopes, Noel; Ribeiro, B.. 2011. "A Fast Optimized Semi-Supervised Non-Negative Matrix Factorization Algorithm", Trabalho apresentado em IEEE International Joint Conference on Neural Networks (IJCNN), In IEEE International Joint Conference on Neural Networks (IJCNN), n/a. |
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| 22. |
Qiao, M.; Sung, A.H.; Liu, Q.; Ribeiro, B.. 2011. "Locating Information-Hidding In MP3 AUDIO", Trabalho apresentado em Int Conf Agents and Artificial Intelligence (ICAART), In Int Conf Agents and Artificial Intelligence (ICAART), n/a. |
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| 23. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.. 2011. "Impact of Temporal Window-size on Pattern Denoising of a Smart Home Electrical Signal", Trabalho apresentado em 17th Portuguese Conference on Pattern Recognition (RecPad), In 17th Portuguese Conference on Pattern Recognition (RecPad), n/a. |
|
|
|
| 24. |
Lopes, Noel; Ribeiro, B.. 2011. "An Incremental Class Boundary Preserving Hypersphere Classifier", Trabalho apresentado em B.-L. Lu, L. Zhang, and J. Kwok (Eds.):ICONIP 2011, Part II, LNCS 7063, pp. 690--699. Springer, Heidelberg (2011), In B.-L. Lu, L. Zhang, and J. Kwok (Eds.):ICONIP 2011, Part II, LNCS 7063, pp. 690--699. Springer, Heidelberg (2011), n/a. |
|
|
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| 25. |
Lopes, Noel; Ribeiro, B.. 2011. "Incremental Learning for Non-Stationary Patterns", Trabalho apresentado em 17th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2011, In 17th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2011, n/a. |
|
|
|
| 26. |
Qiao, M.; Sung, A.H.; Liu, Q.; Ribeiro, B.. 2011. "A Novel Approach for Detection of Copy-Move Forgery", Trabalho apresentado em The Fifth International Conference on Advanced Engineering Computing and Applications in Sciences, ADVCOMP 2011, pp. 44-47
, November 20-25, 2011 - Lisbon, Portugal, In The Fifth International Conference on Advanced Engineering Computing and Applications in Sciences, ADVCOMP 2011, pp. 44-47
, November 20-25, 2011 - Lisbon, Portugal, n/a. |
|
|
|
| 27. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.. 2011. "Smart Home: A Novel Model for Denoising an Electrical Signal", Trabalho apresentado em Proc of Intelligent Systems Design and Applications (ISDA 2011) pp.784-789, 2011 (DOI: 10.1109/ISDA.2011.6121752), In Proc of Intelligent Systems Design and Applications (ISDA 2011) pp.784-789, 2011 (DOI: 10.1109/ISDA.2011.6121752), n/a. |
|
|
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| 28. |
Ribeiro, B.; Gonçalves, I.; Santos, S.; Kovacec, A.. 2011. "Deep Learning Networks for Off-Line Handwritten Signature Recognition", Trabalho apresentado em 16th Iberoamerican Congress on Pattern Recognition, C. San Martin and S.-W. Kim (Eds.): CIARP 2011, LNCS 7042, pp. 523-532,
2011. Springer-Verlag Berlin Heidelberg 2011, In 16th Iberoamerican Congress on Pattern Recognition, C. San Martin and S.-W. Kim (Eds.): CIARP 2011, LNCS 7042, pp. 523-532,
2011. Springer-Verlag Berlin Heidelberg 2011, n/a. |
|
|
|
| 29. |
Chen, N.; Ribeiro, B.; Vieira, A.. 2011. "Bankruptcy Trajectory Analysis on French Companies using Self-Organizing Map", Trabalho apresentado em EPIA2011 - 15th Portuguese Conference on Artificial Intelligence, In EPIA2011 - 15th Portuguese Conference on Artificial Intelligence, n/a. |
|
|
|
| 30. |
Ribeiro, B.; Lopes, Noel. 2011. "Deep Belief Networks for Financial Prediction", Trabalho apresentado em B.-L. Lu, L. Zhang, and J. Kwok (Eds.):ICONIP 2011, Part III, LNCS 7064, pp. 766--773. Springer, Heidelberg (2011), In B.-L. Lu, L. Zhang, and J. Kwok (Eds.):ICONIP 2011, Part III, LNCS 7064, pp. 766--773. Springer, Heidelberg (2011), n/a. |
|
|
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| 31. |
Costa, J.; Silva, C.; Ribeiro, B.. 2011. "On Using Crowdsourcing and Active Learning to Improve Classification Performance", Trabalho apresentado em Proceedings of 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011), IEEE; pp. 469-474;
November, Cordoba, Spain (DOI:10.1109/ISDA.2011.6121700), In Proceedings of 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011), IEEE; pp. 469-474;
November, Cordoba, Spain (DOI:10.1109/ISDA.2011.6121700), n/a. |
|
|
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| 32. |
Costa, J.; Silva, C.; Ribeiro, B.. 2011. "Get Your Jokes Right: Ask The Crowd", Trabalho apresentado em Proceedings of 1st International Conference on Model and Data Engineering (MEDI 2011), Lecture Notes Computer Science; Vol.
6918, pp. 178-185, Springer, September, Óbidos, Portugal (DOI:10.1007/978-3-642-24443-8_20), In Proceedings of 1st International Conference on Model and Data Engineering (MEDI 2011), Lecture Notes Computer Science; Vol.
6918, pp. 178-185, Springer, September, Óbidos, Portugal (DOI:10.1007/978-3-642-24443-8_20), n/a. |
|
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| 33. |
Costa, J.; Silva, C.; Ribeiro, B.. 2011. "The Importance of Precision in humour Classification", Trabalho apresentado em "; Proceedings of 12th International Conference on Intellingent Data Engineering and Automated Learning (IDEAL 2011),Lecture
Notes Computer Science, Vol. 6936, pp.271-278, Springer, September, Norwich, UK (10.1007/978-3-642-23878-9_33), In "; Proceedings of 12th International Conference on Intellingent Data Engineering and Automated Learning (IDEAL 2011),Lecture
Notes Computer Science, Vol. 6936, pp.271-278, Springer, September, Norwich, UK (10.1007/978-3-642-23878-9_33), n/a. |
|
|
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| 34. |
Chen, N.; Ribeiro, B.; Vieira, A.; Duarte, J.; Neves, J.C.. 2010. "Hybrid Genetic Algorithm and Learning Vector Quantization modeling for Cost-Sensitive Bankruptcy Prediction", Trabalho apresentado em IEEE International Conference on Machine Learning and Computing (ICMLC 2010), In IEEE International Conference on Machine Learning and Computing (ICMLC 2010), n/a. |
|
|
|
| 35. |
Silva, C.; Ribeiro, B.; Lopes, Noel. 2010. "Improving Recall Values in Breast Cancer Diagnosis with Incremental Background Knowledge", Trabalho apresentado em IEEE World Congress on Computational Intelligence (WCCI 2010), In IEEE World Congress on Computational Intelligence (WCCI 2010), n/a. |
|
|
|
| 36. |
Lopes, Noel; Ribeiro, B.. 2010. "A Strategy for Dealing With Missing Values by Using Selective Activation Neurons in a Multi-Topology Framework", Trabalho apresentado em IEEE World Congress on Computational Intelligence (WCCI 2010), In IEEE World Congress on Computational Intelligence (WCCI 2010), n/a. |
|
|
|
| 37. |
Ribeiro, B.; Lopes, Noel; Silva, C.. 2010. "High-Performance Bankruptcy Prediction Model using Graphics Processing Units", Trabalho apresentado em IEEE World Congress on Computational Intelligence (WCCI 2010), In IEEE World Congress on Computational Intelligence (WCCI 2010), n/a. |
|
|
|
| 38. |
Lopes, Noel; Ribeiro, B.. 2010. "Stochastic GPU-based Multithread Implementation of Multiple Back-Propagation", Trabalho apresentado em Second International Conference on Agents and Artificial Intelligence (ICAART 2010), pp. 271-276, In Second International Conference on Agents and Artificial Intelligence (ICAART 2010), pp. 271-276, n/a. |
|
|
|
| 39. |
Lopes, Noel; Ribeiro, B.. 2010. "A Hybrid Face Recognition Approach Using GPUMLib", Trabalho apresentado em Iberoamerican Congress on Pattern Recognition, CIARP 2010, LNCS 6419, Springer, pp. 96-103, In Iberoamerican Congress on Pattern Recognition, CIARP 2010, LNCS 6419, Springer, pp. 96-103, n/a. |
|
|
|
| 40. |
Chen, N.; Ribeiro, B.; Vieira, A.; Duarte, J.; Neves, J.C.. 2010. "Weighted learning vector quantization to cost-sensitive learning", Trabalho apresentado em I International Conference on Artificial Neural Networks (ICANN 2010), LNCS, Springer, In I International Conference on Artificial Neural Networks (ICANN 2010), LNCS, Springer, n/a. |
|
|
|
| 41. |
Silva, C.; Antunes, M.; Ribeiro, B.; Correia, M.. 2010. "On using an ensemble approach of AIS and SVM for Text Classification", Trabalho apresentado em WACI’10, 5th Workshop on Applications of Computational Intelligence, December, 2010, In WACI’10, 5th Workshop on Applications of Computational Intelligence, December, 2010, n/a. |
|
|
|
| 42. |
Gaspar-Cunha, A.; Mendes, F.; Duarte, J.; Vieira, A.; Ribeiro, B.; Ribeiro, A.; Neves, J.C.. 2010. "Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction", Trabalho apresentado em SEAL-2010, In SEAL-2010, n/a. |
|
|
|
| 43. |
Lopes, Noel; Ribeiro, B.. 2010. "Non-Negative Matrix Factorization Implementation Using Graphic Processing Units", Trabalho apresentado em 11th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 6283, Springer, pp. 275-283, In 11th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 6283, Springer, pp. 275-283, n/a. |
|
|
|
| 44. |
Lopes, Noel; Ribeiro, B.; Quintas, R.. 2010. "GPUMLib: A New Library to Combine Machine Learning Algorithms with Graphics Processing Units", Trabalho apresentado em 10th International Conference on Hybrid Intelligent Systems (IEEE), In 10th International Conference on Hybrid Intelligent Systems (IEEE), n/a. |
|
|
|
| 45. |
Figueiredo, M.; Almeida, Ana M.; Ribeiro, B.; Martins, A.. 2010. "Extracting features from an electrical signal of a non-intrusive load monitoring system", Trabalho apresentado em Proc Int Conf on Intelligent Data Engineering and Automated Learning, pp 210-217, LNCS 6283, In Proc Int Conf on Intelligent Data Engineering and Automated Learning, pp 210-217, LNCS 6283, n/a. |
|
|
|
| 46. |
Ribeiro, B.; Silva, C.; Vieira, A.; Neves, J.C.. 2010. "Financial Distress Prediction using SVM+", Trabalho apresentado em IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, July 2010, In IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, July 2010, n/a. |
|
|
|
| 47. |
Gaspar-Cunha, A.; Duarte, J.; Vieira, A.; Ribeiro, B.; Ribeiro, A.; Neves, J.C.. 2010. "Feature Selection for Bankruptcy Prediction Using Multi-Objective Evolutionary Algorithms", Trabalho apresentado em LIO-INFORMS, Buenos Aires, 2010, In LIO-INFORMS, Buenos Aires, 2010, n/a. |
|
|
|
| 48. |
Silva, C.; Ribeiro, B.. 2009. "Improving Text Classification Performance with Incremental Background Knowledge", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 49. |
Chen, N.; Vieira, A.; Ribeiro, B.; Duarte, J.; Neves, J.C.. 2009. "Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction", Trabalho apresentado em EPIA 2009, Springer-Verlag, Lecture Notes in Artificial Intelligence (LNAI) vol. 5816, pp. 374 â?? 385, In EPIA 2009, Springer-Verlag, Lecture Notes in Artificial Intelligence (LNAI) vol. 5816, pp. 374 â?? 385, n/a. |
|
|
|
| 50. |
Ribeiro, B.; Silva, C.; Vieira, A.; Neves, J.C.. 2009. "Extracting Discriminative Features Using Non-Negative Matrix Factorization in Financial Distress Data", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 51. |
Silva, C.; Ribeiro, B.. 2009. "Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 52. |
Lopes, Noel; Ribeiro, B.. 2009. "GPU implementation of the multiple back-propagation algorithm", Trabalho apresentado em 10th International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2009, In 10th International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2009, n/a. |
|
|
|
| 53. |
Lopes, Noel; Ribeiro, B.. 2009. "Fast pattern classification of ventricular arrhythmias using graphics processing units", Trabalho apresentado em 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009), In 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009), n/a. |
|
|
|
| 54. |
Lopes, Noel; Ribeiro, B.. 2009. "MBPGPU: A Supervised Pattern Classifier for Graphical Processing Units", Trabalho apresentado em 15th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2009, In 15th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2009, n/a. |
|
|
|
| 55. |
Liu, Q.; Sung, A.H.; Ribeiro, B.. 2009. "Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 56. |
Pereira, L.L.; Roque, Licinio; Ribeiro, B.. 2009. "Classificação da estratégia de jogo utilizando Radial Basis Function e Support Vector Machines", Trabalho apresentado em Videojogos 2009, In Videojogos 2009, n/a. |
|
|
|
| 57. |
Vieira, A.; Duarte, J.; Ribeiro, B.; Neves, J.C.. 2009. "Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 58. |
Liu, Q.; Sung, A.H.; Ribeiro, B.. 2009. "Classification of Mass Spectrometry Data Using Manifold and Supervised Distance Metric Learning", Trabalho apresentado em International Conference on Bio-Inspired Systems and Signal Processing (BioSignals 2009), In International Conference on Bio-Inspired Systems and Signal Processing (BioSignals 2009), n/a. |
|
|
|
| 59. |
Liu, Q.; Sung, A.H.; Ribeiro, B.; Ferreira, R.. 2008. "Steganalysis of Multi-Class JPEG Images Based on Expanded Markov Features and Polynomial Fitting", Trabalho apresentado em IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, In IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, n/a. |
|
|
|
| 60. |
Sankarapani, M.K.; Mukkamala, S.; Sung, A.H.; Ribeiro, B.. 2008. "Translation Based Arabic Text Categorization", Trabalho apresentado em ICISTM 2008, In ICISTM 2008, n/a. |
|
|
|
| 61. |
Ferreira, R.; Ribeiro, B.; Silva, C.; Liu, Q.; Sung, A.H.. 2008. "Building Resilient Classifiers for LSB Matching Steganography", Trabalho apresentado em WCCI 2008, In WCCI 2008, n/a. |
|
|
|
| 62. |
Silva, C.; Ribeiro, B.; Lotrič, U.; Dobnikar, A.. 2008. "Distributed Ensemble Learning in Text Classification", Trabalho apresentado em ICEIS 2008, In ICEIS 2008, n/a. |
|
|
|
| 63. |
Torres, G.J.; Sung, A.H.; Mukkamala, S.; Ribeiro, B.. 2008. "A Similarity Measure for Clustering and its Applications", Trabalho apresentado em World Academy of Science, Engineering and Technology, In World Academy of Science, Engineering and Technology, n/a. |
|
|
|
| 64. |
Ribeiro, B.; Vieira, A.; Duarte, J.; Silva, C.; Neves, J.C.; Liu, Q.; Sung, A.H.. 2008. "Bankruptcy Analysis for Credit Risk using Manifold Learning", Trabalho apresentado em International Conference on Neural Information Processing, In International Conference on Neural Information Processing, n/a. |
|
|
|
| 65. |
Beliczynski, B.; Ribeiro, B.. 2008. "Several Enhancements to Hermite-Based Approximation of One-Variable Functions", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 66. |
Ribeiro, B.; Henriques, J.; Marques, A.; Antunes, M.. 2008. "Manifold Learning for Premature Ventricular Contractions Detection", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 67. |
Ribeiro, B.; Cardoso, Alberto. 2008. "Evaluation System for E-Learning with Pattern Mining Tools", Trabalho apresentado em 2008 IEEE International Conference on Systems, Man and Cybernetics, In 2008 IEEE International Conference on Systems, Man and Cybernetics, n/a. |
|
|
|
| 68. |
Ribeiro, B.; Vieira, A.; Neves, J.C.. 2008. "Supervised Isomap with Dissimilarity Measures in Embedding Learning", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 69. |
Silva, C.; Ribeiro, B.. 2008. "Text Classification on Embedded Manifolds", Trabalho apresentado em IBERAMIA 2008, In IBERAMIA 2008, n/a. |
|
|
|
| 70. |
Silva, C.; Ribeiro, B.. 2008. "Selecting Examples in Manifold Reduced Feature Space for Active Learning", Trabalho apresentado em IEEE ICMLA 2008, In IEEE ICMLA 2008, n/a. |
|
|
|
| 71. |
Ribeiro, B.; Marques, A.; Henriques, J.; Antunes, M.. 2007. "Premature Ventricular Beat Detection by Using Spectral Clustering Methods", Trabalho apresentado em Conference on Computers in Cardiology, In Conference on Computers in Cardiology, n/a. |
|
|
|
| 72. |
Henriques, J.; Carvalho, P.; Gil, P.; Marques, A.; Rocha, T.; Ribeiro, B.; Antunes, M.; Sal, R.; Habetha, J.. 2007. "Ventricular Arrhythmias Assessment", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 73. |
Brito, M.; Henriques, J.; Carvalho, P.; Ribeiro, B.; Antunes, M.. 2007. "ECG Compression through segment matching and progressive error encoding", Trabalho apresentado em EMBC -2007, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, In EMBC -2007, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, n/a. |
|
|
|
| 74. |
Brito, M.; Henriques, J.; Carvalho, P.; Ribeiro, B.; Antunes, M.. 2007. "An ECG compression approach based on a segment dictionary and Bezier approximations", Trabalho apresentado em 15th European Signal Processing Conference (EUSIPCO-2007), In 15th European Signal Processing Conference (EUSIPCO-2007), n/a. |
|
|
|
| 75. |
Silva, C.; Ribeiro, B.. 2007. "Combining Active Learning and Relevance Vector Machines for Text Classification", Trabalho apresentado em IEEE ICMLA 2007, In IEEE ICMLA 2007, n/a. |
|
|
|
| 76. |
Ribeiro, B.; Cardoso, Alberto. 2007. "Behavior Pattern Mining during the Evaluation Phase in an e-Learning Course", Trabalho apresentado em ICEE 2007 - International Conference on Engineering Education, In ICEE 2007 - International Conference on Engineering Education, n/a. |
|
|
|
| 77. |
Ribeiro, B.. 2007. "Support, Relevance and Spectral Learning for Time Series", Trabalho apresentado em n/a, In n/a, n/a. |
|
|
|
| 78. |
Silva, C.; Ribeiro, B.; Sung, A.H.. 2007. "Boosting RVM Classifiers for Large Data Sets", Trabalho apresentado em ICANNGA 2007, In ICANNGA 2007, n/a. |
|
|
|
| 79. |
Yendrapalli, K.; Mukkamala, S.; Sung, A.H.; Ribeiro, B.. 2007. "Biased Support Vector Machines and Kernel Methods for Intrusion Detection", Trabalho apresentado em World Congress on Engineering (WCE), In World Congress on Engineering (WCE), n/a. |
|
|
|
| 80. |
Ferreira, J.; Crisóstomo, M.; Coimbra, P.; Ribeiro, B.. 2007. "Simulation control of a biped robot with Support Vector Regression", Trabalho apresentado em IEEE International Symposium on Intelligent Signal Processing-, In IEEE International Symposium on Intelligent Signal Processing-, n/a. |
|
|
|
| 81. |
Silva, C.; Ribeiro, B.. 2006. "Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer", Trabalho apresentado em IDEAL 2006, In IDEAL 2006, n/a. |
|
|
|
| 82. |
Silva, C.; Ribeiro, B.. 2006. "Expanding Working Set Approaches to RVM for Text Classification", Trabalho apresentado em Summer School on Neural Networks - Poster Presentation, In Summer School on Neural Networks - Poster Presentation, n/a. |
|
|
|
| 83. |
Silva, C.; Ribeiro, B.. 2006. "Scaling Text Classification with Relevance Vector Machines", Trabalho apresentado em IEEE SMC06, In IEEE SMC06, n/a. |
|
|
|
| 84. |
Silva, C.; Ribeiro, B.; Lotrič, U.. 2006. "Fast-Decision SVM Ensemble Text Classifier Using Cluster Computing", Trabalho apresentado em ICNPSC\'06, In ICNPSC\'06, n/a. |
|
|
|
| 85. |
Mukkamala, S.; Sung, A.H.; Ribeiro, B.; Vieira, A.. 2006. "Model Selection and Feature Ranking for Financial Distress Classification.", Trabalho apresentado em International Symposium on Neural Networks, In International Symposium on Neural Networks, n/a. |
|
|
|
| 86. |
Ribeiro, B.; Vieira, A.; Neves, J.C.. 2006. "Sparse Bayesian Classifiers: Bankruptcy-Predictors of Choice?", Trabalho apresentado em World Congress On Computational Intelligence, IEEE-IJCNN, In World Congress On Computational Intelligence, IEEE-IJCNN, n/a. |
|
|
|
| 87. |
Liu, Q.; Sung, A.H.; Ribeiro, B.. 2006. "Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography", Trabalho apresentado em The 2006 International Conference of Pattern Recognition (ICPR2006), In The 2006 International Conference of Pattern Recognition (ICPR2006), n/a. |
|
|
|
| 88. |
Liu, Q.; Sung, A.H.; Ribeiro, B.. 2006. "Comparison of Gene Selection And Machine Learning For Tumor Classification", Trabalho apresentado em ICINCO 2006 - 3rd international Conference on Informatics in Control, Automation and Robotics, Workshop on Signal Processing,
Systems Modeling and Control, In ICINCO 2006 - 3rd international Conference on Informatics in Control, Automation and Robotics, Workshop on Signal Processing,
Systems Modeling and Control, n/a. |
|
|
|
| 89. |
Ribeiro, B.; Brito, M.; Henriques, J.; Antunes, M.. 2006. "Sparse Bayesian Simplified Models for ECG Compression", Trabalho apresentado em International Conference on Natural Computation (ICNC\'06), In International Conference on Natural Computation (ICNC\'06), n/a. |
|
|
|
| 90. |
Ribeiro, B.; Marques, A.; Henriques, J.; Antunes, M.. 2006. "Choosing Real-Time Predictors For Ventricular Arrhythmias Detection", Trabalho apresentado em International Conference on Neural Information Processing, ICONIP 2006, In International Conference on Neural Information Processing, ICONIP 2006, n/a. |
|
|
|
| 91. |
Silva, C.; Ribeiro, B.. 2006. "Two-level hierarchical hybrid SVM-RVM classification model", Trabalho apresentado em IEEE ICMLA 2006, In IEEE ICMLA 2006, n/a. |
|
|
|
| 92. |
Mukkamala, S.; Sung, A.H.; Ribeiro, B.; Vieira, A.; Neves, J.C.. 2006. "Model Selection and Feature Ranking for Financial Distress Classification", Trabalho apresentado em 8th International Conference on Enterprise Information Systems (ICEIS 2006),, In 8th International Conference on Enterprise Information Systems (ICEIS 2006),, n/a. |
|
|
|
| 93. |
Silva, C.; Ribeiro, B.. 2006. "RVM Ensemble for Text Classification", Trabalho apresentado em ICONIP 2006 - 13th International Conference on Neural Information Processing (Poster presentation), In ICONIP 2006 - 13th International Conference on Neural Information Processing (Poster presentation), n/a. |
|
|
|
| 94. |
Vieira, A.; Neves, J.C.; Ribeiro, B.. 2005. "A Method to Improve Generalization of Neural Networks: Application to the Problem of Bankruptcy Prediction", Trabalho apresentado em International Conference on Adaptive and Natural Computing Algorithms, In International Conference on Adaptive and Natural Computing Algorithms, n/a. |
|
|
|
| 95. |
Silva, C.; Ribeiro, B.; Lotrič, U.. 2005. "Speeding-up Text Classification In a GRID Computing Environment", Trabalho apresentado em ICMLA 2005, In ICMLA 2005, n/a. |
|
|
|
| 96. |
Liu, Q.; Sung, A.H.; Ribeiro, B.. 2005. "Statistical Correlations and Machine Learning for Steganalysis", Trabalho apresentado em International Conference on Adaptive and Natural Computing Algorithms, In International Conference on Adaptive and Natural Computing Algorithms, n/a. |
|
|
|
| 97. |
Mukkamala, S.; Sung, A.H.; Ribeiro, B.. 2005. "Model Selection for Kernel Based Intrusion Detection Systems", Trabalho apresentado em International Conference on Adaptive and Natural Computing Algorithms, In International Conference on Adaptive and Natural Computing Algorithms, n/a. |
|
|
|
| 98. |
Lotrič, U.; Ribeiro, B.; Silva, C.; Dobnikar, A.. 2005. "Modeling Execution Times of Data Mining Problems in Grid Environments", Trabalho apresentado em ERK 2005, In ERK 2005, n/a. |
|
|
|
| 99. |
Silva, C.; Ribeiro, B.. 2005. "Text Classification from Partially Labeled Distributed Data", Trabalho apresentado em ICANNGA 2005, In ICANNGA 2005, n/a. |
|
|
|
| 100. |
Silva, C.; Ribeiro, B.. 2004. "Labeled and Unlabeled Data in Text Categorization", Trabalho apresentado em IJCNN 2004, In IJCNN 2004, n/a. |
|
|
|
| 101. |
Vieira, A.; Ribeiro, B.; Mukkamala, S.; Neves, J.C.; Sung, A.H.. 2004. "On the Performance of Learning Machines for Bankruptcy Detection"", Trabalho apresentado em International Conference on Computational Cybernetics, In International Conference on Computational Cybernetics, n/a. |
|
|
|
| 102. |
Silva, C.; Ribeiro, B.. 2004. "Margin-based Active Learning and Background Knowledge in Text Mining", Trabalho apresentado em HIS 2004, In HIS 2004, n/a. |
|
|
|
| 103. |
Ribeiro, B.. 2003. "Support Vector Machines For Medical Data Bases Classification", Trabalho apresentado em EUNITE Summer Course on Soft Computing in Medicine, In EUNITE Summer Course on Soft Computing in Medicine, n/a. |
|
|
|
| 104. |
Silva, C.; Ribeiro, B.. 2003. "The Importance of Stop Word Removal on Recall Values in Text Categorization", Trabalho apresentado em IJCNN 2003, In IJCNN 2003, n/a. |
|
|
|
| 105. |
Silva, C.; Ribeiro, B.. 2003. "On the Evaluation of Text Processing in Text Categorization", Trabalho apresentado em ICMLA 2003, In ICMLA 2003, n/a. |
|
|
|
| 106. |
Silva, C.; Ribeiro, B.. 2003. "An Inductive Inference Approach to Large Scale Text Categorisation", Trabalho apresentado em ICANNGA 2003, In ICANNGA 2003, n/a. |
|
|
|
| 107. |
Ribeiro, B.. 2003. "Kernelized based functions with Minkovsky's norm for SVM Regression", Trabalho apresentado em INNS-IEEE International Joint Conference on Neural Networks, In INNS-IEEE International Joint Conference on Neural Networks, n/a. |
|
|
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| 108. |
Ribeiro, B.. 2003. "Computational intelligence in manufacturing quality control", Trabalho apresentado em Impact of Artificial Intelligence Methods and Models, In Impact of Artificial Intelligence Methods and Models, n/a. |
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| 109. |
Carvalho, P.; Dourado, António; Ribeiro, B.. 2002. "Radiometric Image Correction with Automatic Model Selection", Trabalho apresentado em IFAC bâ??02 15th World Congress, In IFAC bâ??02 15th World Congress, n/a. |
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| 110. |
Ribeiro, B.. 2002. "On Data Support Vector Clustering", Trabalho apresentado em IEEE 9th International Conference on Neural Information Processing (ICONIP 2002), In IEEE 9th International Conference on Neural Information Processing (ICONIP 2002), n/a. |
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| 111. |
Carvalho, P.; Santos, A.; Ribeiro, B.; Dourado, António. 2002. "Bayes Information Criterion for Tikhonov Problems with Linear Constraints: Application to Radiometric Image Correction", Trabalho apresentado em Int. Conf. on Image and Signal Processing, In Int. Conf. on Image and Signal Processing, n/a. |
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| 112. |
Carvalho, P.; Santos, A.; Ribeiro, B.; Dourado, António. 2002. "Bayes Information Criterion for Tikhonov Problems with Linear Constraints: Application to Spectral Data Estimation", Trabalho apresentado em IAPR Int. Conf. on Pattern Recognition, In IAPR Int. Conf. on Pattern Recognition, n/a. |
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| 113. |
Ribeiro, Bernardete. 2001. "Support Vector Machines in Fault Tolerance Control", Trabalho apresentado em COMPUTING ANTICIPATORY SYSTEMS: CASYS 2001 - Fifth International Conference, In AIP Conference Proceedings, Liege, Belgium.
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| 114. |
Carvalho, P.; Santos, A.; Ribeiro, B.; Dourado, António. 2001. "On the Estimation of Spectral Data: a Genetic Algorithm Approach", Trabalho apresentado em IEEE Int. Conf. on Image Processing, In IEEE Int. Conf. on Image Processing, n/a. |
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| 115. |
Carvalho, P.; Santos, A.; Ribeiro, B.; Dourado, António. 2001. "Learning Spectral Calibration Parameters For Color Inspection", Trabalho apresentado em IEEE Int. Conf. on Computer Vision, In IEEE Int. Conf. on Computer Vision, n/a. |
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| 116. |
Silva, C.; Ribeiro, B.. 2001. "Angular Memory and Supervisory Modules in a Neural Architecture for Navigating NOMAD", Trabalho apresentado em ICANNGA 2001, In ICANNGA 2001, n/a. |
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| 117. |
Ribeiro, B.. 2001. "Support Vector Machines in Fault Monitoring Control", Trabalho apresentado em International Conference on Computing Anticipatory Systems (CASYS'2001), In International Conference on Computing Anticipatory Systems (CASYS'2001), n/a. |
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| 118. |
Ribeiro, B.. 2001. "Support Vector Machines and RBF Neural Networks For Fault Detection and Diagnosis", Trabalho apresentado em IEEE 8th International Conference on Neural Information Processing (ICONIP0)1, In IEEE 8th International Conference on Neural Information Processing (ICONIP0)1, n/a. |
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| 119. |
Lopes, Noel; Ribeiro, B.. 2001. "Hybrid learning in a multi-neural network architecture", Trabalho apresentado em INNS-IEEE International Joint Conference on Neural Networks (IJCNN'01), In INNS-IEEE International Joint Conference on Neural Networks (IJCNN'01), n/a. |
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| 120. |
Ribeiro, B.. 2001. "Fault Detection in a Thermoplastic Molding Injection Process Using Neural Networks", Trabalho apresentado em INNS-IEEE International Joint Conference on Neural Networks ( IJCNN'99), In INNS-IEEE International Joint Conference on Neural Networks ( IJCNN'99), n/a. |
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| 121. |
Silva, C.; Ribeiro, B.. 2000. "A Modular Neural Architecture for Navigating NOMAD Mobile Robot", Trabalho apresentado em IPMU 2000, In IPMU 2000, n/a. |
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| 122. |
Silva, C.; Ribeiro, B.. 2000. "MONODA: A Neural Modular Architecture for Obstacle Avoidance Without Knowledge of the Environment", Trabalho apresentado em IJCNN 2000, In IJCNN 2000, n/a. |
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| 123. |
Silva, C.; Ribeiro, B.. 2000. "A Neural Modular Architecture for Navigating Mobile Robots", Trabalho apresentado em CONTROLO 2000, In CONTROLO 2000, n/a. |
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| 124. |
Dimirovski, G.M.; Dourado, António; Ribeiro, B.. 2000. "On learning control in industrial furnaces and boilers", Trabalho apresentado em Proceedings of the 2000 IEEE International Symposium on Intelligent Control, In Proceedings of the 2000 IEEE International Symposium on Intelligent Control, n/a. |
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| 125. |
Araujo, F.; rodrigues, L.; Ribeiro, B.. 2000. "Aplicação das Redes Neuronais no Encaminhamento em Redes de dados", Trabalho apresentado em Redes de Computadores (CRC2000), In Redes de Computadores (CRC2000), n/a. |
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| 126. |
Ribeiro, B.. 1999. "Fault detection in a thermoplastic injection molding process using neural networks", Trabalho apresentado em International Joint Conference on Neural Networks, In International Joint Conference on Neural Networks, n/a. |
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| 127. |
Lopes, Noel; Ribeiro, B.. 1999. "Part Quality Prediction in an Injection Moulding Process using Neural Networks", Trabalho apresentado em Second World Manufacturing Congress (WMC\'99), In Second World Manufacturing Congress (WMC\'99), n/a. |
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| 128. |
Lopes, Noel; Ribeiro, B.. 1999. "A Data Pre-Processing Tool for Neural Networks (DTPNN) Use in a Moulding Injection Machine", Trabalho apresentado em Second World Manufacturing Congress (WMC'99), In Second World Manufacturing Congress (WMC'99), n/a. |
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| 129. |
Costa, N.A.; Ribeiro, B.. 1999. "Artificial Neural Networks for Data Modelling of a Plastic Injection Moulding Machine", Trabalho apresentado em IEEE 6th International Conference on Neural Information Processing (ICONIP'99), In IEEE 6th International Conference on Neural Information Processing (ICONIP'99), n/a. |
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| 130. |
Costa, N.A.; Ribeiro, B.. 1999. "A Neural Prediction Model for Monitoring and Fault Diagnosis of a Plastic Injection Moulding Machine", Trabalho apresentado em European Conference Control, ECC'99, In European Conference Control, ECC'99, n/a. |
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| 131. |
Costa, N.A.; Ribeiro, B.. 1999. "Monitoring an Industrial Plastic Injection Moulding Machine Using Neural Networks", Trabalho apresentado em International Conference on Neural Networks and Genetic Algorithms (ICANNGA99), In International Conference on Neural Networks and Genetic Algorithms (ICANNGA99), n/a. |
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| 132. |
Carvalho, P.; Costa, N.A.; Ribeiro, B.; Dourado, António. 1998. "Highly Irregular Eliptical Object Localisation in Multi-Connected Regions using Neural Networks", Trabalho apresentado em International Symposium on Engineering Intelligent Systems, In International Symposium on Engineering Intelligent Systems, n/a. |
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| 133. |
Ribeiro, B.; Cardoso, Alberto. 1998. "A Model-based Neural Network Controller for a Process Trainer Laboratory Equipment", Trabalho apresentado em International Conference on Neural Networks and Genetic Algorithms (ICANNGA97), In International Conference on Neural Networks and Genetic Algorithms (ICANNGA97), n/a. |
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| 134. |
Ribeiro, B.. 1998. "Prediction of Lime Availability of an Industrial Kiln by Neural Networks'", Trabalho apresentado em IEEE World Congress on Computational Intelligence (WCCI98), In IEEE World Congress on Computational Intelligence (WCCI98), n/a. |
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| 135. |
Carvalho, P.; Costa, N.A.; Ribeiro, B.; Dourado, António. 1997. "Lime Ball Quality Inspection Using a Neural Network and Geometrical Based Decision Criteria", Trabalho apresentado em International Conference on Systems Engineering, In International Conference on Systems Engineering, n/a. |
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| 136. |
Carvalho, P.; Costa, N.A.; Ribeiro, B.; Dourado, António. 1997. "Industrial Visual Inspection of Lime Balls by Neural Networks", Trabalho apresentado em International Conference for Computers and Industrial Engineering, In International Conference for Computers and Industrial Engineering, n/a. |
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| 137. |
Ribeiro, B.; Cardoso, Alberto. 1996. "Neurocontroller Synthesis of a Scaled Heating laboratory Process", Trabalho apresentado em 2nd Portuguese Conference on Automatic Control (CONTROLO96), In 2nd Portuguese Conference on Automatic Control (CONTROLO96), n/a. |
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| 138. |
Ribeiro, B.. 1996. "Application of Neural Networks for Diagnosing and Predicting the Condition of an Industrial Lime Kiln", Trabalho apresentado em Computational Engineering in Systems Applications (CESA96), In Computational Engineering in Systems Applications (CESA96), n/a. |
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| 139. |
Ribeiro, B.; Dourado, António; Costa, E.. 1996. "Integrated Process Supervision and Control by Neural Networks", Trabalho apresentado em IEEE World Conference on Neural Networks (WCNN96), In IEEE World Conference on Neural Networks (WCNN96), n/a. |
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| 140. |
Ribeiro, B.; Dourado, António. 1995. "Industrial Kiln Multivariable Control: MNN and RBFNN Approaches", Trabalho apresentado em International Conference on Artificial Neural Networks and Genetics Algorithms, In International Conference on Artificial Neural Networks and Genetics Algorithms, n/a. |
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| 141. |
Ribeiro, B.; Kovacec, A.; Dourado, António. 1995. "Example of Finding the Architecture of a BPNN for a Pulp and Paper Engineering Application looking at the Geometry of a given
Classification task", Trabalho apresentado em International Conference on Engineering Applications of Neural Networks (EANN95), In International Conference on Engineering Applications of Neural Networks (EANN95), n/a. |
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| 142. |
Ribeiro, B.; Dourado, António; Costa, E.. 1995. "Lime Kiln fault Detection and Diagnosis by Neural Networks", Trabalho apresentado em International Conference on Artificial Neural Networks and Genetics Algorithms, In International Conference on Artificial Neural Networks and Genetics Algorithms, n/a. |
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| 143. |
Gonçalves, C.; Cardoso, Alberto; Dourado, António; Ribeiro, B.; Pereira, C.; Henriques, J.. 1994. "Aplicação Multimédia para Treino e Aprendizagem em Controlo Automático", Trabalho apresentado em 1º Encontro Portugues de Controlo Automático, In 1º Encontro Portugues de Controlo Automático, n/a. |
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| 144. |
Ribeiro, B.; Dourado, António. 1994. "Controlo Multivariável de um Forno Industrial baseado em Redes Neuronais Artificiais MNN e RBFNN", Trabalho apresentado em 1º Encontro Portugues de Controlo Automático, In 1º Encontro Portugues de Controlo Automático, n/a. |
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| 145. |
Kovacec, A.; Ribeiro, B.. 1993. "Kolmogorov's Theorem: From Algebraic Equations and Nomography to Neural Networks", Trabalho apresentado em International Conference on Artificial Neural Networks and Genetics Algorithms, In International Conference on Artificial Neural Networks and Genetics Algorithms, Insbruck. |
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| 146. |
Ribeiro, B.; Dourado, António. 1993. "Lime Kiln Process Identification and Control: A Neural Network Approach", Trabalho apresentado em International Conference on Artificial Neural Networks and Genetics Algorithms, In International Conference on Artificial Neural Networks and Genetics Algorithms, n/a. |
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| 147. |
Ribeiro, B.; Dourado, António; Costa, E.. 1993. "A Neural Network based Control of a Simulated Industrial Lime Kiln", Trabalho apresentado em INNS-IEEE International Joint Conference on Neural Networks, In INNS-IEEE International Joint Conference on Neural Networks, Nagoya. |
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| 148. |
Ribeiro, B.; Dourado, António. 1993. "Dynamic Modelling and simulation of a Pulp Mill Lime Kiln", Trabalho apresentado em International Symposium on Modelling, Identification and Control, In International Symposium on Modelling, Identification and Control, Insbruck. |
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Relatório de investigação
Technical report |
| 1. |
Silva, C.; Ribeiro, B.; Lotrič, U.; Dobnikar, A.. Intelligent Data Mining in the GRID Environment - Report 10/2005,2005. |
| 2. |
Kovacec, A.; Ribeiro, B.. Convex Hull Calculations: A MATLAB implementation and Correctness Proofs for the LRS-Algorithm,2003. |
| 3. |
Araujo, F.; Ribeiro, B.; rodrigues, L.. A Neural Network for Short Path Computation,2000. |
| 4. |
Araujo, F.; Ribeiro, B.; rodrigues, L.. A Neural Network for Shortest path Computation,2000. |
Indicadores de produção
(Production indicators)
Produção científica
Scientific production |
Produção técnica
Technical production |
Produção científica
Scientific production |
203 |
Livros e capítulos
Books and book chapters |
12 |
Livros publicados ou organizados
Published or organized books |
4 |
Capítulos de livros publicados
Published book chapters |
8 |
Artigos científicos em revistas
Papers in periodics |
43 |
Com arbitragem científica
With scientific refereeing |
43 |
Trabalhos em eventos
Papers in conference proceedings |
148 |
Com arbitragem científica
With scientific refereeing |
148 |
Produção técnica
Technical production |
4 |
Outros tipos de produção técnica
Other technical production |
4 |
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Visualizações do curriculum [
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