ListarPonencias (Lenguajes y Sistemas Informáticos) por materia "classification"
Mostrando ítems 1-4 de 4
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Ponencia
A preliminary study on deep transfer learning applied to image classification for small datasets
(Springer, 2020)A new transfer learning strategy is proposed for image classification in this work, based on an 8-layer convolutional ...
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Capítulo de Libro
Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach
(Springer, 2015)This paper presents a novel procedure to apply in a sequential way two data preparation techniques from a different nature ...
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Ponencia
Deleting or Keeping Outliers for Classifier Training?
(IEEE, 2014)This paper introduces two statistical outlier detection approaches by classes. Experiments on binary and multi-class ...
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Capítulo de Libro
Tackling Ant Colony Optimization Meta-Heuristic as Search Method in Feature Subset Selection Based on Correlation or Consistency Measures
(Springer, 2014)This paper introduces the use of an ant colony optimization (ACO) algorithm, called Ant System, as a search method in two ...