A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest von Rodrigues, Douglas, Pereira, Luís A.M., Nakamura, Rodrigo Y.M., Costa, Kelton A.P., Yang, Xin-She, Souza, André N., Papa, João Paulo

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 25th Iberoamerican Congress, CIARP 2021, Porto, Portugal, May 10-13, 2021, Revised Selected Pape... von Tavares, João Manuel R. S, Papa, João Paulo, González Hidalgo, Manuel

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Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks von Santos, Claudio Filipi Gonçalves Dos, Papa, João Paulo

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SurvNet: A low-complexity convolutional neural network for survival time classification of patients with glioblastoma von Lyu, Qiyuan, Parreno-Centeno, Mario, Papa, João Paulo, Öztürk-Isik, Esin, Booth, Thomas C., Costen, Fumie

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Automated recognition of lung diseases in CT images based on the optimum-path forest classifier von Filho, Pedro P. Rebouças, Barros, Antônio C. da Silva, Ramalho, Geraldo L. B., Pereira, Clayton R., Papa, João Paulo, de Albuquerque, Victor Hugo C., Tavares, João Manuel R. S.

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An Overview on Concept Drift Learning von Iwashita, Adriana Sayuri, Papa, Joao Paulo

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Deep Features Extraction for Robust Fingerprint Spoofing Attack Detection von de Souza, Gustavo Botelho, Santos, Daniel Felipe da Silva, Pires, Rafael Gonçalves, Marana, Aparecido Nilceu, Papa, João Paulo

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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018,... von Stoyanov, Danail, Taylor, Zeike, Carneiro, Gustavo, Syeda-Mahmood, Tanveer, Martel, Anne, Maier-Hein, Lena, Tavares, João Manuel R. S, Bradley, Andrew, Papa, João Paulo, Belagiannis, Vasileios

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Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic von Pereira, Danillo Roberto, Papa, João Paulo, Saraiva, Gustavo Francisco Rosalin, Souza, Gustavo Maia

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Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI... von Carneiro, Gustavo, Mateus, Diana, Loïc, Peter, Bradley, Andrew, Tavares, João Manuel R. S, Belagiannis, Vasileios, Papa, João Paulo, Nascimento, Jacinto C, Loog, Marco, Lu, Zhi

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Recent Advances in Brain Signal Analysis: Methods and Applications von Albuquerque, Victor Hugo C. de, Pinheiro, Plácido Rogerio, Papa, João Paulo, Tavares, João Manuel R. S., Menezes, Ronaldo Parente de, Oliveira, Carlos A. S.

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Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering von Guimaraes, Raniere Rocha, Passos, Leandro A., Filho, Raimir Holanda, Albuquerque, Victor Hugo C. de, Rodrigues, Joel J. P. C., Komarov, Mikhail M., Papa, Joao Paulo

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FEMa: a finite element machine for fast learning von Pereira, Danilo R., Piteri, Marco Antonio, Souza, André N., Papa, João Paulo, Adeli, Hojjat

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Video Assessment to Detect Amyotrophic Lateral Sclerosis von Oliveira, Guilherme Camargo, Ngo, Quoc Cuong, Passos, Leandro Aparecido, Oliveira, Leonardo Silva, Stylianou, Stella, Papa, João Paulo, Kumar, Dinesh

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New Insights on Nontechnical Losses Characterization Through Evolutionary-Based Feature Selection von Ramos, C. C. O., de Souza, A. N., Falcao, A. X., Papa, J. P.

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Deep learning techniques for recommender systems based on collaborative filtering von Martins, Guilherme Brandão, Papa, João Paulo, Adeli, Hojjat

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Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images von Montoya-Zegarra, Javier A., Papa, João Paulo, Leite, Neucimar J., da Silva Torres, Ricardo, Falcão, Alexandre

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A metaheuristic-driven approach to fine-tune Deep Boltzmann Machines von Passos, Leandro Aparecido, Papa, João Paulo

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Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement von Passos, Leandro A., Papa, João Paulo, Del Ser, Javier, Hussain, Amir, Adeel, Ahsan

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Fine-tuning Deep Belief Networks using Harmony Search von Papa, João Paulo, Scheirer, Walter, Cox, David Daniel

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