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ORCIDLeandro Augusto da Silva 0001
Person information
- affiliation: Mackenzie Presbyterian University, Graduate Program in Electrical Engineering and Computing, São Paulo, Brazil
Other persons with the same name
- Leandro Augusto da Silva — disambiguation page
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2020 – today
- 2024
[j11]Alberto Manastarla
, Leandro Augusto da Silva:
Enhancing dynamic ensemble selection: combining self-generating prototypes and meta-classifier for data classification. Neural Comput. Appl. 36(32): 20295-20320 (2024)- 2023
- [d1]Gustavo Scalabrini Sampaio, Arnaldo Rabello de Aguiar Vallim Filho, Leilton Santos da Silva, Leandro Augusto da Silva:
Accelerometer. UCI Machine Learning Repository, 2023
- 2022
- [j10]Renê de Ávila Mendes, Leandro Augusto da Silva:
Modeling the combined influence of complexity and quality in supervised learning. Intell. Data Anal. 26(5): 1247-1274 (2022) - 2021
- [j9]Leandro Augusto da Silva, Bruno P. de Vasconcelos, Emilio Del-Moral-Hernandez:
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation. Intell. Data Anal. 25(2): 321-338 (2021) - [j8]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): 4115 (2021) - 2020
- [c24]Roberto Neves Toledo, Cristiano Akamine, Fadi Jerji, Leandro Augusto da Silva:
M-QAM Demodulation based on Machine Learning. BMSB 2020: 1-6 - [c23]Giovanni G. C. Chrysostomo, Marco V. B. A. Vallim, Leandro Augusto da Silva, Arnaldo R. A. Vallim Filho:
Analytical Workbench: A Framework to Support Predictive Maintenance of Industrial Systems. CLEI 2020: 275-283
2010 – 2019
- 2019
- [j7]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: 82848-82866 (2019) - [j6]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): 4342 (2019) - [c22]Nelson Forte de Souza Junior, Leandro Augusto da Silva, Maurício Marengoni:
Product Recommendation Through Real-Time Object Recognition on Image Classifiers. ICIAR (2) 2019: 40-51 - [c21]Alberto Manastarla, Leandro Augusto da Silva:
A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks. IDEAL (1) 2019: 195-207 - 2018
- [j5]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): 149-170 (2018) - [c20]Marcos Fereira, Leandro Augusto da Silva:
Data Quality Measurement Framework. CLEI 2018: 455-463 - [c19]Marcio Rubbo, Leandro Augusto da Silva:
Prototype Selection Using Self-Organizing-Maps and Entropy for Overlapped Classes and Imbalanced Data. IJCNN 2018: 1-8 - 2017
- [j4]Leandro J. Moreira, Leandro Augusto da Silva:
Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier. Comput. Intell. Neurosci. 2017: 4263064:1-4263064:15 (2017) - [c18]Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Ismar Frango Silveira, Nizam Omar, Leandro Augusto da Silva:
Self-organizing maps to find computational thinking features in a game building workshop. CLEI 2017: 1-8 - [c17]Marco Aurélio Borges, Paulo Batista Lopes, Leandro Augusto da Silva, Massaki de O. Igarashi, Gabriel Melo F. Correia:
An Architecture for the Internet of Things and the Use of Big Data Techniques in the Analysis of Carbon Monoxide. IRI 2017: 184-191 - 2016
- [j3]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: 427-437 (2016) - [c16]Leandro J. Moreira, Leandro Augusto da Silva:
Data classification combining Self-Organizing Maps and Informative Nearest Neighbor. IJCNN 2016: 706-713 - 2015
- [c15]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: 213-221 - 2014
- [c14]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: 545-552 - 2013
- [c13]Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez:
Fine-tuning of the SOMkNN classifier. IJCNN 2013: 1-7 - 2012
- [c12]Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
SOMM - Self-Organized Manifold Mapping. ICANN (2) 2012: 355-362 - [c11]Leandro Augusto da Silva, Bruno Pazzinato, Orlando B. Coelho:
Image Representation Using the Self-Organizing Map. WSOM 2012: 135-143 - [c10]Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
Learning Embedded Data Structure with Self-Organizing Maps. WSOM 2012: 225-234 - 2011
- [j2]Leandro Augusto da Silva, Emilio Del-Moral-Hernandez, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie:
Combining wavelets transform and Hu moments with self-organizing maps for medical image categorization. J. Electronic Imaging 20(4): 043002 (2011) - [c9]Leandro Augusto da Silva, José Alfredo F. Costa:
A Graph Partitioning Approach to SOM Clustering. IDEAL 2011: 152-159 - [c8]Claudio J. F. de Medeiros, José Alfredo Ferreira Costa, Leandro Augusto da Silva:
A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes. IDEAL 2011: 437-445 - [c7]Leandro Augusto da Silva, Emilio Del-Moral-Hernandez:
A SOM combined with KNN for classification task. IJCNN 2011: 2368-2373 - 2010
- [c6]Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva:
Visual Interpretation of Self Organizing Maps. SBRN 2010: 37-42
2000 – 2009
- 2008
- [j1]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): 013017 (2008) - [c5]Clodis Boscarioli, Emílio Del Moral Hernandez, Leandro Augusto da Silva:
Using self Organizing Maps and Nearest-Neighbor to Data Clustering. IC-AI 2008: 463-467 - [c4]Leandro Augusto da Silva, Humberto Sandmann, Emílio Del Moral Hernandez:
A self-organizing architecture of recursive elements for continuous learning. IJCNN 2008: 2784-2791 - [c3]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: 3-8 - 2007
- [c2]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: 353-356 - 2006
- [c1]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: 175-180
Coauthor Index
aka: Emílio Del Moral Hernandez
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