| Using resistin, glucose, age and BMI and pruning fuzzy neural network for the construction of expert systems in the prediction of breast cancer VJ Silva Araújo, AJ Guimarães, PV de Campos Souza, TS Rezende, ... Machine Learning and Knowledge Extraction 1 (1), 466-482, 2019 | 65 | 2019 |
| Fuzzy neural networks to create an expert system for detecting attacks by sql injection LO Batista, GA de Silva, VS Araújo, VJS Araújo, TS Rezende, ... arXiv preprint arXiv:1901.02868, 2019 | 43 | 2019 |
| Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function PV de Campos Souza, LCB Torres, AJ Guimaraes, VS Araujo, VJS Araujo, ... Soft Computing 23 (23), 12475-12489, 2019 | 34 | 2019 |
| Using fuzzy neural networks to the prediction of improvement in expert systems for treatment of immunotherapy AJ Guimarães, VJ Silva Araujo, PV de Campos Souza, VS Araujo, ... Ibero-American Conference on Artificial Intelligence, 229-240, 2018 | 32 | 2018 |
| A hybrid approach of intelligent systems to help predict absenteeism at work in companies VS Araujo, TS Rezende, AJ Guimarães, VJS Araujo, ... SN Applied Sciences 1 (6), 536, 2019 | 28 | 2019 |
| Using fuzzy neural networks for improving the prediction of children with autism through mobile devices PV de Campos Souza, AJ Guimaraes 2018 IEEE symposium on computers and communications (ISCC), 01086-01089, 2018 | 27 | 2018 |
| Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data H Ponce, PV de Campos Souza, AJ Guimarães, G Gonzalez-Mora Engineering Applications of Artificial Intelligence 89, 103427, 2020 | 24 | 2020 |
| Incremental regularized data density-based clustering neural networks to aid in the construction of effort forecasting systems in software development PV de Campos Souza, AJ Guimaraes, VS Araujo, TS Rezende, ... Applied Intelligence 49 (9), 3221-3234, 2019 | 24 | 2019 |
| A hybrid model based on fuzzy rules to act on the diagnosed of autism in adults AJ Guimarães, VJS Araujo, VS Araujo, LO Batista, PV de Campos Souza IFIP international conference on artificial intelligence applications and …, 2019 | 23 | 2019 |
| Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks PV de Campos Souza, TS Rezende, AJ Guimaraes, VS Araujo, LO Batista, ... Journal of Intelligent & Fuzzy Systems 36 (6), 6743-6763, 2019 | 23 | 2019 |
| Fuzzy neural networks based on fuzzy logic neurons regularized by resampling techniques and regularization theory for regression problems PV de Campos Souza, AJ Guimaraes, VS Araújo, TS Rezende, ... Inteligencia Artificial 21 (62), 114-133, 2018 | 23 | 2018 |
| Pruning fuzzy neural network applied to the construction of expert systems to aid in the diagnosis of the treatment of cryotherapy and immunotherapy A Junio Guimarães, P Vitor de Campos Souza, V Jonathan Silva Araújo, ... Big Data and Cognitive Computing 3 (2), 22, 2019 | 22 | 2019 |
| An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons PV de Campos Souza, E Lughofer, AJ Guimaraes Applied Soft Computing 112, 107829, 2021 | 19 | 2021 |
| Detection of anomalies in large-scale cyberattacks using fuzzy neural networks PV de Campos Souza, AJ Guimarães, TS Rezende, VJ Silva Araujo, ... AI 1 (1), 5, 2020 | 19 | 2020 |
| Regularized fuzzy neural networks to aid effort forecasting in the construction and software development PVC Souza, AJ Guimaraes, VS Araujo, TS Rezende, VJS Araujo arXiv preprint arXiv:1812.01351, 2018 | 19 | 2018 |
| Self-organized direction aware for regularized fuzzy neural networks PV de Campos Souza, CF Guimaraes Nunes, AJ Guimares, ... Evolving Systems 12 (2), 303-317, 2021 | 18 | 2021 |
| Using hybrid systems in the construction of expert systems in the identification of cognitive and motor problems in children and young people PVC Souza, AG dos Reis, GRR Marques, AJ Guimaraes, VJS Araujo, ... 2019 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-6, 2019 | 17 | 2019 |
| Pulsar detection for wavelets soda and regularized fuzzy neural networks based on andneuron and robust activation function PV de Campos Souza, LCB Torres, AJ Guimarães, VS Araujo International Journal on Artificial Intelligence Tools 28 (01), 1950003, 2019 | 16 | 2019 |
| An interpretable machine learning model for human fall detection systems using hybrid intelligent models PVC Souza, AJ Guimaraes, VS Araujo, LO Batista, TS Rezende Challenges and Trends in Multimodal Fall Detection for Healthcare, 181-205, 2020 | 15 | 2020 |
| Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient PV de Campos Souza, VS Araujo, AJ Guimaraes, VJS Araujo, ... 2018 IEEE Latin American conference on computational intelligence (LA-CCI), 1-6, 2018 | 12 | 2018 |
Paulo Vitor Campos SouzaResearcher- Fondazione Bruno KesslerVerified email at fbk.eu
