Leandro Augusto da Silva

40 papers B 6C 6Misc 4Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hierarchical growth self-generating prototype: an information entropy-based approach for dataset reduction. Int. J. Data Sci. Anal. Alberto Manastarla, Leandro Augusto da Silva
2025	J	`jnl`	Discovery of Modularity in Monolithic Java Project Codes Using Complex Networks. J. Web Eng. Marcos Cordeiro de Brito Jr, Calebe P. Bianchini, Leandro Augusto da Silva
2025	—	`conf`	Drift Detection Methods on Machine Learning Systems: a Discussion over Discrete Live Data. SBSI André C. Rocha, Michel B. P. Oliveira, Lucia Akemi Miyazato Saito, Bruno L. S. Lima, Leandro Augusto da Silva
2024	J	`jnl`	Enhancing dynamic ensemble selection: combining self-generating prototypes and meta-classifier for data classification. Neural Comput. Appl. Alberto Manastarla, Leandro Augusto da Silva
2022	J	`jnl`	Modeling the combined influence of complexity and quality in supervised learning. Intell. Data Anal. Renê de Ávila Mendes, Leandro Augusto da Silva
2021	J	`jnl`	3D Reconstruction of Non-Rigid Plants and Sensor Data Fusion for Agriculture Phenotyping. Sensors Gustavo Scalabrini Sampaio, Leandro Augusto da Silva, Maurício Marengoni
2021	J	`jnl`	A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation. Intell. Data Anal. Leandro Augusto da Silva, Bruno P. de Vasconcelos, Emilio Del-Moral-Hernandez
2020	C	`conf`	Analytical Workbench: A Framework to Support Predictive Maintenance of Industrial Systems. CLEI Giovanni G. C. Chrysostomo, Marco V. B. A. Vallim, Leandro Augusto da Silva, Arnaldo R. A. Vallim Filho
2020	—	`conf`	M-QAM Demodulation based on Machine Learning. BMSB Roberto Neves Toledo, Cristiano Akamine, Fadi Jerji, Leandro Augusto da Silva
2019	—	`conf`	A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks. IDEAL (1) Alberto Manastarla, Leandro Augusto da Silva
2019	J	`jnl`	Data Mining Framework to Analyze the Evolution of Computational Thinking Skills in Game Building Workshops. IEEE Access Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Rodolfo Villarroel, Leandro Augusto da Silva
2019	J	`jnl`	Prediction of Motor Failure Time Using An Artificial Neural Network. Sensors Gustavo Scalabrini Sampaio, Arnaldo Rabello de Aguiar Vallim Filho, Leilton Santos da Silva, Leandro Augusto da Silva
2019	—	`conf`	Product Recommendation Through Real-Time Object Recognition on Image Classifiers. ICIAR (2) Nelson Forte de Souza Junior, Leandro Augusto da Silva, Maurício Marengoni
2018	C	`conf`	Data Quality Measurement Framework. CLEI Marcos Fereira, Leandro Augusto da Silva
2018	J	`jnl`	Development of a Software that Supports Multimodal Learning Analytics: A Case Study on Oral Presentations. J. Univers. Comput. Sci. Roberto Muñoz-Soto, Rodolfo Villarroel, Thiago S. Barcelos, Alexandra A. de Souza, Erick Merino, Rodolfo Guiñez, Leandro Augusto da Silva
2018	B	`conf`	Prototype Selection Using Self-Organizing-Maps and Entropy for Overlapped Classes and Imbalanced Data. IJCNN Marcio Rubbo, Leandro Augusto da Silva
2018	—	`conf`	Screening Feasibility and Comparison of Deep Artificial Neural Networks Algorithms for Classification of Skin Lesions. ICBRA A. P. Santos, R. M. Sousa, M. H. G. Bianchi, Leandro Augusto da Silva, E. Cordioli
2017	Misc	`conf`	An Architecture for the Internet of Things and the Use of Big Data Techniques in the Analysis of Carbon Monoxide. IRI Marco Aurélio Borges, Paulo Batista Lopes, Leandro Augusto da Silva, Massaki de O. Igarashi, Gabriel Melo F. Correia
2017	J	`jnl`	Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier. Comput. Intell. Neurosci. Leandro J. Moreira, Leandro Augusto da Silva
2017	C	`conf`	Self-organizing maps to find computational thinking features in a game building workshop. CLEI Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Ismar Frango Silveira, Nizam Omar, Leandro Augusto da Silva
2016	J	`jnl`	BeeRBF: A bee-inspired data clustering approach to design RBF neural network classifiers. Neurocomputing Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro
2016	B	`conf`	Data classification combining Self-Organizing Maps and Informative Nearest Neighbor. IJCNN Leandro J. Moreira, Leandro Augusto da Silva
2015	—	`conf`	Thresholding the Courtesy Amount of Brazilian Bank Checks Using a Local Methodology. PAAMS (Workshops) Rafael Felix, Leandro Augusto da Silva, Leandro Nunes de Castro
2014	Misc	`conf`	A Bee-Inspired Data Clustering Approach to Design RBF Neural Network Classifiers. DCAI Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro
2013	B	`conf`	Fine-tuning of the SOMkNN classifier. IJCNN Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez
2012	—	`conf`	Image Representation Using the Self-Organizing Map. WSOM Leandro Augusto da Silva, Bruno Pazzinato, Orlando B. Coelho
2012	—	`conf`	Learning Embedded Data Structure with Self-Organizing Maps. WSOM Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
2012	—	`conf`	SOMM - Self-Organized Manifold Mapping. ICANN (2) Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
2011	C	`conf`	A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes. IDEAL Claudio J. F. de Medeiros, José Alfredo Ferreira Costa, Leandro Augusto da Silva
2011	C	`conf`	A Graph Partitioning Approach to SOM Clustering. IDEAL Leandro Augusto da Silva, José Alfredo F. Costa
2011	B	`conf`	A SOM combined with KNN for classification task. IJCNN Leandro Augusto da Silva, Emilio Del-Moral-Hernandez
2011	J	`jnl`	Combining wavelets transform and Hu moments with self-organizing maps for medical image categorization. J. Electronic Imaging Leandro Augusto da Silva, Emilio Del-Moral-Hernandez, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie
2010	—	`conf`	Visual Interpretation of Self Organizing Maps. SBRN Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva
2008	—	`conf`	A Methodology Using Neural Network to Cluster Validity Discovered from a Marketing Database. SBRN Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez
2008	B	`conf`	A self-organizing architecture of recursive elements for continuous learning. IJCNN Leandro Augusto da Silva, Humberto Sandmann, Emílio Del Moral Hernandez
2008	J	`jnl`	Classification of breast masses using a committee machine of artificial neural networks. J. Electronic Imaging Leandro Augusto da Silva, Emílio Del Moral Hernandez, Rangaraj M. Rangayyan
2008	Misc	`conf`	Using self Organizing Maps and Nearest-Neighbor to Data Clustering. IC-AI Clodis Boscarioli, Emílio Del Moral Hernandez, Leandro Augusto da Silva
2007	C	`conf`	Medical Image Categorization Based on Wavelet Transform and Self-Organizing Map. ISDA Leandro Augusto da Silva, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie, Emílio Del Moral Hernandez
2006	Misc	`conf`	Neural Networks and Rough Sets: A comparative study on data classification. IC-AI Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez
2004	B	`conf`	A new hybrid neural architecture (MLP+RPE) for hetero association: multi layer perceptron and coupled recursive processing elements neural networks. IJCNN Emílio Del Moral Hernandez, Leandro Augusto da Silva