Leandro Augusto da Silva

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 10

Top Topics

Improve Recognition Accuracy

Thinking Skills

Nearest Neighbor

Deterministic Annealing

Top Venues

Comput. Intell. Neurosci.

Publications

Alexandra A. de Souza, Danilo Candido de Almeida, Thiago S. Barcelos, Rodrigo Campos Bortoletto, Roberto Muñoz, Helio Waldman, Miguel Angelo Goes, Leandro Augusto da Silva
Simple hemogram to support the decision-making of COVID-19 diagnosis using clusters analysis with self-organizing maps neural network. Soft Comput. 27 (6) (2023)
Renê de Ávila Mendes, Leandro Augusto da Silva
Modeling the combined influence of complexity and quality in supervised learning. Intell. Data Anal. 26 (5) (2022)
Gustavo Scalabrini Sampaio, Leandro Augusto da Silva, Maurício Marengoni
3D Reconstruction of Non-Rigid Plants and Sensor Data Fusion for Agriculture Phenotyping. Sensors 21 (12) (2021)
Gustavo Scalabrini Sampaio, Arnaldo Rabello de Aguiar Vallim Filho, Leilton Santos da Silva, Leandro Augusto da Silva
Prediction of Motor Failure Time Using An Artificial Neural Network. Sensors 19 (19) (2019)
Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Rodolfo Villarroel, Leandro Augusto da Silva
Data Mining Framework to Analyze the Evolution of Computational Thinking Skills in Game Building Workshops. IEEE Access 7 (2019)
Nelson Forte de Souza Junior, Leandro Augusto da Silva, Maurício Marengoni
Product Recommendation Through Real-Time Object Recognition on Image Classifiers. ICIAR (2) (2019)
Roberto Muñoz-Soto, Rodolfo Villarroel, Thiago S. Barcelos, Alexandra A. de Souza, Erick Merino, Rodolfo Guiñez, Leandro Augusto da Silva
Development of a Software that Supports Multimodal Learning Analytics: A Case Study on Oral Presentations. J. Univers. Comput. Sci. 24 (2) (2018)
Leandro J. Moreira, Leandro Augusto da Silva
Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier. Comput. Intell. Neurosci. 2017 (2017)
Leandro J. Moreira, Leandro Augusto da Silva
Data classification combining Self-Organizing Maps and Informative Nearest Neighbor. IJCNN (2016)
Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro
BeeRBF: A bee-inspired data clustering approach to design RBF neural network classifiers. Neurocomputing 172 (2016)
Rafael Felix, Leandro Augusto da Silva, Leandro Nunes de Castro
Thresholding the Courtesy Amount of Brazilian Bank Checks Using a Local Methodology. PAAMS (Workshops) (2015)
Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro
A Bee-Inspired Data Clustering Approach to Design RBF Neural Network Classifiers. DCAI (2014)
Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
SOMM - Self-Organized Manifold Mapping. ICANN (2) (2012)
Leandro Augusto da Silva, Emilio Del-Moral-Hernandez
A SOM combined with KNN for classification task. IJCNN (2011)
Leandro Augusto da Silva, Emílio Del Moral Hernandez, Rangaraj M. Rangayyan
Classification of breast masses using a committee machine of artificial neural networks. J. Electronic Imaging 17 (1) (2008)
Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez
A Methodology Using Neural Network to Cluster Validity Discovered from a Marketing Database. SBRN (2008)
Clodis Boscarioli, Emílio Del Moral Hernandez, Leandro Augusto da Silva
Using self Organizing Maps and Nearest-Neighbor to Data Clustering. IC-AI (2008)
Leandro Augusto da Silva, Humberto Sandmann, Emílio Del Moral Hernandez
A self-organizing architecture of recursive elements for continuous learning. IJCNN (2008)
Leandro Augusto da Silva, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie, Emílio Del Moral Hernandez
Medical Image Categorization Based on Wavelet Transform and Self-Organizing Map. ISDA (2007)
Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez
Neural Networks and Rough Sets: A comparative study on data classification. IC-AI (2006)