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João Paulo Papa
João Paulo Papa
Full Professor, SMIEEE, FIAPR, FAAIA, FAvH, 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
8842017
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
6022019
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
5382009
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
5082012
Efficient supervised optimum-path forest classification for large datasets
JP Papa, AX Falcao, VHC De Albuquerque, JMRS Tavares
Pattern Recognition 45 (1), 512-520, 2012
3102012
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
3032020
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
2862016
Avoiding overfitting: A survey on regularization methods for convolutional neural networks
CFGD Santos, JP Papa
ACM Computing Surveys (Csur) 54 (10s), 1-25, 2022
2852022
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
2802014
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
2582016
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
2432013
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
2412009
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
2072013
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
2062018
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
1882016
An overview on concept drift learning
AS Iwashita, JP Papa
IEEE access 7, 1532-1547, 2018
1812018
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
1802020
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
1742015
Computer-aided diagnosis using deep learning in the evaluation of early oesophageal adenocarcinoma
A Ebigbo, R Mendel, A Probst, J Manzeneder, LA de Souza Jr, JP Papa, ...
Gut 68 (7), 1143-1145, 2019
1732019
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