Papa, João Paulo

Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks

Santos, C. F. G. D., & Papa, J. P. (2022) · ACM Computing Surveys

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 415

Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification

Pereira, C. R., Pereira, D. R., Rosa, G. H., Albuquerque, V. H. C., Weber, S. A. T., Hook, C., & Papa, J. P. (2018) · Artificial Intelligence in Medicine

Artificial Intelligence in HealthcareHandwritten Text Recognition Techniques

Cited by 209

Gait Recognition Based on Deep Learning: A Survey

Santos, C. F. G. D., Oliveira, D. D. S., Passos, L. A., Pires, R. G., Santos, D. F. S., Valem, L. P., Moreira, T. P., Santana, M. C. S., Roder, M., Papa, J. P., et al. (2022) · arXiv

Gait Recognition and AnalysisBiometric Identification and Security

Cited by 108

Multimodal audio-visual information fusion using canonical-correlated graph neural network for energy-efficient speech enhancement

Passos, L. A., Papa, J. P., Del Ser, J., Hussain, A., & Adeel, A. (2023) · Information Fusion

Speech and Audio ProcessingSpeech Recognition and Synthesis

Cited by 47

Bag of Samplings for computer-assisted Parkinson's disease diagnosis based on Recurrent Neural Networks

Ribeiro, L. C. F., Afonso, L. C. S., & Papa, J. P. (2019) · Computers in Biology and Medicine

Artificial Intelligence in HealthcareParkinson's Disease Mechanisms and Treatments

Cited by 46

Evolving Long Short-Term Memory Networks

Lobo Neto, V. C., Passos, L. A., & Papa, J. P. (2020) · Lecture Notes in Computer Science

Metaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and Applications

Cited by 9