Publications in collaboration with researchers from Universidade Federal do ABC (5)

2021

  1. Multiple instance classification: Bag noise filtering for negative instance noise cleaning

    Information Sciences, Vol. 579, pp. 388-400

2020

  1. Irony detection in Twitter with imbalanced class distributions

    Journal of Intelligent and Fuzzy Systems, Vol. 39, Núm. 2, pp. 2147-2163

2019

  1. Emerging topics and challenges of learning from noisy data in nonstandard classification: a survey beyond binary class noise

    Knowledge and Information Systems, Vol. 60, Núm. 1, pp. 63-97

2018

  1. A first study on the use of noise filtering to clean the bags in multi-instance classification

    ACM International Conference Proceeding Series

2017

  1. A first approach towards a fuzzy decision tree for multilabel classification

    IEEE International Conference on Fuzzy Systems