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Luiz F. S. Coletta
Luiz F. S. Coletta
School of Sciences and Engineering (FCE) of the Sao Paulo State University (UNESP) at Tupã, Brazil
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Combining Classification and Clustering for Tweet Sentiment Analysis
LFS Coletta, NFF da Silva, ER Hruschka, ER Hruschka Jr
Intelligent Systems (BRACIS), 2014 Brazilian Conference on, 210 - 215, 2014
1002014
A survey and comparative study of tweet sentiment analysis via semi-supervised learning
NFFD Silva, LFS Coletta, ER Hruschka
ACM Computing Surveys (CSUR) 49 (1), 1-26, 2016
992016
Collaborative fuzzy clustering algorithms: Some refinements and design guidelines
LFS Coletta, L Vendramin, ER Hruschka, RJGB Campello, W Pedrycz
IEEE Transactions on Fuzzy Systems 20 (3), 444-462, 2011
982011
Using unsupervised information to improve semi-supervised tweet sentiment classification
NFF da Silva, LFS Coletta, ER Hruschka, ER Hruschka Jr
Information Sciences 355, 348-365, 2016
802016
Using metaheuristics to optimize the combination of classifier and cluster ensembles
LFS Coletta, ER Hruschka, A Acharya, J Ghosh
Integrated Computer-Aided Engineering, 2015
342015
A differential evolution algorithm to optimise the combination of classifier and cluster ensembles
LFS Coletta, ER Hruschka, A Acharya, J Ghosh
International Journal of Bio-Inspired Computation 7 (2), 111-124, 2015
272015
Combining clustering and active learning for the detection and learning of new image classes
LFS Coletta, M Ponti, ER Hruschka, A Acharya, J Ghosh
Neurocomputing 358, 150-165, 2019
232019
Artificial neural network for classification and analysis of degraded soils
AB Neto, CSB Bonini, BS Bisi, AR dos Reis, LFS Coletta
IEEE Latin America Transactions 15 (3), 503-509, 2017
172017
Distributed fuzzy clustering with automatic detection of the number of clusters
L Vendramin, RJGB Campello, LFS Coletta, ER Hruschka
International Symposium on Distributed Computing and Artificial Intelligence …, 2011
122011
Automatic recovery estimation of degraded soils by artificial neural networks in function of chemical and physical attributes in Brazilian Savannah soil
A Bonini Neto, CSB Bonini, AR Reis, JC Piazentin, LFS Coletta, FF Putti, ...
Communications in Soil Science and Plant Analysis 50 (14), 1785-1798, 2019
72019
Análise de Descritores de Imagens na Classificação de Folhas de Soja Visando o Diagnóstico de Doenças
PHS PEREIRA, GV OLIVEIRA, RSS YOKOO, M MATULOVIC
X Simpósio Nacional de Tecnologia em Agronegócio 1 (X), 89, 2018
32018
Towards the use of metaheuristics for optimizing the combination of classifier and cluster ensembles
LFS Coletta, ER Hruschka, A Acharya, J Ghosh
Computational Intelligence and 11th Brazilian Congress on Computational …, 2013
32013
Novelty detection in UAV images to identify emerging threats in eucalyptus crops
LFS Coletta, DC de Almeida, JR Souza, RL Manzione
Computers and Electronics in Agriculture 196, 106901, 2022
12022
Abordagens para combinar classificadores e agrupadores em problemas de classificação
LFS Coletta
Universidade de São Paulo, 2015
12015
Análise de Estratégias de Seleção de Atributos Baseada em Agrupamento de Dados Fuzzy
LFS Coletta
São Paulo: Universidade de São Paulo, Instituto de Ciências Matemáticas e de …, 2009
12009
Um Método de Seleção de Atributos via Agrupamento Fuzzy para Problemas de Classificação
LFS Coletta
Monografia apresentada ao Instituto de Ciências Matemáticas e de Computação …, 2009
12009
Avaliação de Descritores de Imagem no Aprendizado de Máquina para a Detecção de Falhas de Plantio de Feijão-Comum
GM HARAKUCHI, JVC CALISSO, LFS COLETTA
XIX Simpósio Brasileiro de Sensoriamento Remoto 17 (2019), 3342, 2019
2019
Tribology and Vibration Analysis Enhanced by a Machine Learning Technique: A Short Review
FCL Almeida, LFS Coletta, M Campos, A Gonçalves, EFM Silva
Mini-Simposium Probabilistic Dynamics Analysis and Lubricant Analysis to …, 2017
2017
Agrupamento de dados fuzzy colaborativo
LFS Coletta
Universidade de São Paulo, 2011
2011
Fuzzy clustering-based filter
LFS Coletta, ER Hruschka, TF Covoes, RJGB Campello
Information Processing and Management of Uncertainty in Knowledge-Based …, 2010
2010
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Artikelen 1–20