Journal Articles

  1. Nakamura, R. Y. M. ; FONSECA, Leila Maria Garcia ; Santos, J. A. ; TORRES, R. S. ; Yang, X.-S. ; Papa, João Paulo . Nature-Inspired Framework for Hyperspectral Band Selection. IEEE Transactions on Geoscience and Remote Sensing, v. 52, p. 2126-2137, 2014.
  2. PISANI, R. J. ; Nakamura, R. Y. M. ; Riedel, P. S. ; Zimback, C. R. L. ; Falcão, A. X. ; Papa, João P. . Towards Satellite-based Land Cover Classification Through Optimum-Path Forest. IEEE Transactions on Geoscience and Remote Sensing, v. 52, p. 6075-6085, 2014.
  3. Iwashita, A. S. ; PAPA, J. PAULO ; SOUZA, ANDRE N. ; Falcão, A. X. ; Lotufo, R.A. ; Oliveira, V.M.A. ; de Albuquerque, V. H. C. ; Tavares, João Manuel R.S. . A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier. Pattern Recognition Letters, v. 40, p. 121-127, 2014.
  4. NUNES, T. M. ; COELHO, A. L. V. ; LIMA, C. A. ; PAPA, J. PAULO ; de Albuquerque, V. H. C. . EEG signal classication for epilepsy diagnosis via Optimum Path Forest - A systematic assessment Neurocomputing. Neurocomputing (Amsterdam), v. 136, p. 103-123, 2014.
  5. Rodrigues, Douglas ; PEREIRA, LUêS A.M. ; Nakamura, Rodrigo Y.M. ; COSTA, KELTON A.P. ; Yang, Xin-She ; SOUZA, ANDRƒ N. ; Papa, João Paulo . A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest. Expert Systems with Applications, v. 41, p. 2250-2258, 2014.
  6. Costa, K. A. P. ; RIBEIRO, P. B. ; CAMARGO, A. ; SILVA, L. A. ; MARTINS, H. ; NEVES, M. ; FABRIS, R. ; Papa, João Paulo . On the Comparison of Intelligent for Spam Detection in Computer Networks. Journal of Intelligent Computing, v. 5, p. 28-34, 2014.
  7. Mansano, A. F. ; Matsuoka, J. A. ; ABIUZZI, N. A. M. ; AFONSO, L.C.S. ; Papa, João P. ; Faria, F.A. ; TORRES, R. S. ; Falcão, A. X. . Swarm-based Descriptor Combination and its Application for Image Classification. ELCVIA. Electronic letters on computer vision and image analysis, v. 13, p. 13-27, 2014.
  8. COSTA, KELTON A.P. ; PEREIRA, LUIS A.M. ; Nakamura, Rodrigo Y.M. ; PEREIRA, CLAYTON R. ; Papa, João P. ; XAVIER FALCÌO, ALEXANDRE . A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks. Information Sciences, v. 294, p. 95-108, 2014.
  9. Weber, S. A. T. ; SANTOS FILHO, C. A. ; SHELP, A. O. ; REZENDE, L. A. L. ; Papa, João P. ; Hook, C. . Classification of handwriting patterns in patients with Parkinson«s disease, using a biometric sensor. Global Advanced Research Journal of Medicine and Medical Sciences (GARJMMS), v. 11, p. 362-366, 2014.
  10. SUZUKI, C. T. N.; GOMES, J. F.; FALCAO, A. X.; PAPA, J. P.; SHIMIZU, S. H. Automatic Segmentation and Classification of Human Intestinal Parasites from Microscopy Images. IEEE Transactions on Biomedical Engineering (Print), v. 60, p. 803-812, 2013.
  11. PAPA, J. P.; Nakamura, R. Y. M.; de Albuquerque, V. H. C.; Falcao, A. X.; TAVARES, J. M. R. S. Computer Techniques Towards the Automatic Characterization of Graphite Particles in Metallographic Images of Industrial Materials. Expert Systems with Applications, v. 40, p. 590-597, 2013.
  12. de Albuquerque, V. H. C.; Papa, Joao Paulo; Tavares, Joao Manuel R.S. Automatic Microstructural Characterization and Classification using Artificial Intelligence Techniques on Ultrasound Signals. Expert Systems with Applications, v. 40, p. 3096-3105, 2013.
  13. LUZ, E. J. S.; NUNES, T. M.; de Albuquerque, V. H. C.; Papa, Joao Paulo; MENOTTI, D. ECG Arrhythmia Classification based on Optimum-Path Forest. Expert Systems with Applications, v. 40, p. 3561-3573, 2013.
  14. Costa, K. A. P.; Pereira, C. R.; Pereira, L. A. M.; Nakamura, R. Y. M.; PAPA, J. P. A Comparison about Evolutionary Algorithms for Optimum-Path Forest Clustering Optimization. Journal of Information Assurance and Security, v. 8, p. 76-85, 2013.
  15. Rocha, A. R.; Papa, Joao Paulo; Meira, L. A. A. HOW FAR DO WE GET USING MACHINE LEARNING BLACK-BOXES?. International Journal of Pattern Recognition and Artificial Intelligence, v. 26, p. 1261001-1-1261001-23, 2012.
  16. Papa, Joao P.; Falcao, Alexandre X.; de Albuquerque, Victor Hugo C.; Tavares, Joao Manuel R.S. Efficient supervised optimum-path forest classification for large datasets. Pattern Recognition, v. 45, p. 512-520, 2012.
  17. Ramos, Caio Cesar Oba; SOUZA, A. N.; Falcao, A. X.; Papa, Joao Paulo. New Insights on Non-technical Losses Characterization Through Evolutionary-based Feature Selection. IEEE Transactions on Power Delivery, v. 27, p. 140-146, 2012.
  18. Minetto, R.; SPINA, T.V.; FALCAO, A. X.; LEITE, N. J.; PAPA, J. P.; STOLFI, J. IFTrace: Video segmentation of deformable objects using the Image Foresting Transform. Computer Vision and Image Understanding (Online), v. 116, p. 274-291, 2012.
  19. Ramos, Caio Cesar Oba; SOUZA, A. N.; Costa da, P. J.; Silva, P. S.; PAPA, J. P. Efficient Fault Location in Underground Distribution Systems Through Optimum-Path Forest. Applied Artificial Intelligence, v. 26, p. 503-515, 2012.
  20. Pereira, C. R.; Nakamura, R. Y. M.; Costa, K. A. P.; PAPA, J. P. An Optimum-Path Forest Framework for Intrusion Detection in Computer Networks. Engineering Applications of Artificial Intelligence, v. 25, p. 1226-1234, 2012.
  21. Pereira, L. A. M.; Nakamura, R. Y. M.; Souza, G. S.; Martins, D.; Papa, Joao Paulo Aquatic Weed Automatic Classification using Machine Learning Techniques. Computers and Electronics in Agriculture, v. 87, p. 56-63, 2012.
  22. PAGNIN, A. F.; SCHELLINI, S. A.; PAPA, J. P. Preliminary Diagnosis of Ophtalmological Diseases Through Machine Learning Techniques. Recent Patents on Signal Processing, v. 1, p. 74-79, 2011.
  23. GUILHERME, I. R.; MARANA, A. N.; PAPA, J. P.; CHIACHIA, G.; AFONSO, L.C.S.; MIURA, K.; FERREIRA, M.V.D.; TORRES, F. Petroleum Well Drilling Monitoring Through Cutting Image Analysis and Artificial Intelligence Techniques. Engineering Applications of Artificial Intelligence, v. 24, p. 201-207, 2011.
  24. Ramos, Caio Cesar Oba; SOUZA, A. N.; Chiachia, Giovani; Falcao, A. X.; Papa, Joao P. A Novel Algorithm for Feature Selection using Harmony Search and its Application for Non-Technical Losses. Computers & Electrical Engineering, v. 37, p. 886-894, 2011.
  25. Ramos, Caio Cesar Oba; SOUZA, A. N.; Papa, Joao Paulo; Falcao, A. X. A New Approach for Nontechnical Losses Detection Based on Optimum-Path Forest. IEEE Transactions on Power Systems, v. 26, p. 181-189, 2011.
  26. Freitas, Greice Martins de; Papa, Joao Paulo; Avila, Ana Maria Heuminski de; FALCAO, A. X.; Pinto, Hilton Silveira Estimativa de ocorrncia de precipitaao em ‡reas agr’colas utilizando floresta de caminhos —timos. Revista Brasileira de Meteorologia (Impresso), v. 25, p. 13-23, 2010.
  27. PAPA, J. P.; FALCAO, A. X.; FREITAS, G. M.; AVILA, A. M. H. Robust Pruning of Training Patterns for Optimum-Path Forest Classification Applied to Satellite-Based Rainfall Occurrence Estimation. IEEE Geoscience and Remote Sensing Letters (Print), v. 7, p. 396-400, 2010.
  28. GUILHERME, I. R.; MARANA, A. N.; PAPA, J. P.; CHIACHIA, G.; FALCAO, A. X.; MIURA, K.; FERREIRA, M.V.D.; TORRES, F. Fast Petroleum Well Drilling Monitoring Through Optimum-Path Forest. Journal of Next Generation Information Technology, v. 1, p. 77-85, 2010.
  29. Iliev, Alexander I.; Scordilis, Michael S.; PAPA, J. P.; Falcao, Alexandre X. Spoken emotion recognition through optimum-path forest classification using glottal features. Computer Speech & Language, v. 24, p. 445-460, 2010.
  30. PAPA, J. P.; Fonseca, Leila M.G.; de Carvalho, Lino A.S. Projections Onto Convex Sets through Particle Swarm Optimization and its application for remote sensing image restoration. Pattern Recognition Letters, v. 31, p. 1876-1886, 2010.
  31. TORRES, R. S.; FALCAO, A. X.; GON‚ALVES, M.A.; PAPA, J. P.; ZHANG, B.; FOX, E.A. A genetic programming framework for content-based image retrieval. Pattern Recognition, v. 42, p. 283-292, 2009.
  32. PAPA, J. P.; Falcao, A. X.; SUZUKI, C. T. N. Supervised pattern classification based on optimum-path forest. International Journal of Imaging Systems and Technology, v. 19, p. 120-131, 2009.
  33. FREITAS, G. M.; AVILA, A. M. H.; PAPA, J. P. Transductive support vector machines applied to rainfall estimation. International Journal of Tomography & Statistics, v. 13, p. 50-59, 2009.
  34. PAPA, J. P.; MASCARENHAS, Nelson Delfino D` çvila; FONSECA, Leila Maria Garcia; BENSEBAA, K. CONVEX RESTRICTION SETS FOR CBERS-2 SATELLITE IMAGE RESTORATION. International Journal of Remote Sensing (Print), v. 29, p. 443-458, 2008.
  35. SPADOTTO, A. A.; PAPA, J. P.; GATTO, A. R.; COLA, P. C.; PEREIRA, J. C.; GUIDO, R. C.; SHELP, A. O. Denoising Swallowing Sound to Improve the Evaluator's Qualitative Analysis. Computers & Electrical Engineering, v. 34, p. 148-153, 2008.
  36. Montoya-Zegarra, Javier A.; Papa, Joao Paulo; Leite, Neucimar J.; da Silva Torres, Ricardo; Falcao, Alexandre X. Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images. EURASIP Journal on Advances in Signal Processing, v. 2008, p. 1-16, 2008.