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João Paulo Papa
João Paulo Papa
Full Professor, IEEE Senior, FIAPR, Fellow Alexander von Humboldt, São Paulo State University
Email confirmado em unesp.br - Página inicial
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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS …
MJ Cardoso, T Arbel, G Carneiro, T Syeda-Mahmood, JMRS Tavares, ...
Springer, 2017
7742017
Internet of Things: A survey on machine learning-based intrusion detection approaches
KAP Da Costa, JP Papa, CO Lisboa, R Munoz, VHC de Albuquerque
Computer Networks 151, 147-157, 2019
5772019
Supervised pattern classification based on optimum‐path forest
JP Papa, AX Falcao, CTN Suzuki
International Journal of Imaging Systems and Technology 19 (2), 120-131, 2009
5312009
BBA: a binary bat algorithm for feature selection
RYM Nakamura, LAM Pereira, KA Costa, D Rodrigues, JP Papa, XS Yang
2012 25th SIBGRAPI conference on graphics, patterns and images, 291-297, 2012
4972012
Efficient supervised optimum-path forest classification for large datasets
JP Papa, AX Falcão, VHC De Albuquerque, JMRS Tavares
Pattern Recognition 45 (1), 512-520, 2012
2952012
A wrapper approach for feature selection based on bat algorithm and optimum-path forest
D Rodrigues, LAM Pereira, RYM Nakamura, KAP Costa, XS Yang, ...
Expert Systems with Applications 41 (5), 2250-2258, 2014
2792014
FEMa: A finite element machine for fast learning
DR Pereira, MA Piteri, AN Souza, JP Papa, H Adeli
Neural Computing and Applications 32, 6393-6404, 2020
2752020
Deep learning-aided Parkinson's disease diagnosis from handwritten dynamics
CR Pereira, SAT Weber, C Hook, GH Rosa, JP Papa
2016 29th SIBGRAPI conference on graphics, patterns and images (SIBGRAPI …, 2016
2652016
Computational methods for the image segmentation of pigmented skin lesions: a review
RB Oliveira, E Mercedes Filho, Z Ma, JP Papa, AS Pereira, JMRS Tavares
Computer methods and programs in biomedicine 131, 127-141, 2016
2532016
BCS: A binary cuckoo search algorithm for feature selection
D Rodrigues, LAM Pereira, TNS Almeida, JP Papa, AN Souza, ...
2013 IEEE International symposium on circuits and systems (ISCAS), 465-468, 2013
2462013
Avoiding overfitting: A survey on regularization methods for convolutional neural networks
CFGD Santos, JP Papa
ACM Computing Surveys (CSUR) 54 (10s), 1-25, 2022
2432022
A genetic programming framework for content-based image retrieval
RS Torres, AX Falcão, MA Gonçalves, JP Papa, B Zhang, W Fan, EA Fox
Pattern Recognition 42 (2), 283-292, 2009
2362009
Computational methods for pigmented skin lesion classification in images: review and future trends
RB Oliveira, JP Papa, AS Pereira, JMRS Tavares
Neural Computing and Applications 29, 613-636, 2018
2292018
ECG arrhythmia classification based on optimum-path forest
EJS Luz, TM Nunes, VHC De Albuquerque, JP Papa, D Menotti
Expert Systems with Applications 40 (9), 3561-3573, 2013
2052013
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification
CR Pereira, DR Pereira, GH Rosa, VHC Albuquerque, SAT Weber, ...
Artificial intelligence in medicine 87, 67-77, 2018
2022018
A new computer vision-based approach to aid the diagnosis of Parkinson's disease
CR Pereira, DR Pereira, FA Silva, JP Masieiro, SAT Weber, C Hook, ...
Computer methods and programs in biomedicine 136, 79-88, 2016
1782016
Real-time use of artificial intelligence in the evaluation of cancer in Barrett’s oesophagus
A Ebigbo, R Mendel, A Probst, J Manzeneder, F Prinz, LA de Souza Jr, ...
Gut 69 (4), 615-616, 2020
1722020
A novel algorithm for feature selection using harmony search and its application for non-technical losses detection
CCO Ramos, AN Souza, G Chiachia, AX Falcão, JP Papa
Computers & Electrical Engineering 37 (6), 886-894, 2011
1712011
An overview on concept drift learning
AS Iwashita, JP Papa
IEEE access 7, 1532-1547, 2018
1702018
Binary flower pollination algorithm and its application to feature selection
D Rodrigues, XS Yang, AN De Souza, JP Papa
Recent advances in swarm intelligence and evolutionary computation, 85-100, 2015
1702015
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Artigos 1–20