An imbalanced big data mining framework for improving optimization algorithms performance

EM Hassib, AI El-Desouky, ESM El-Kenawy… - IEEE …, 2019 - ieeexplore.ieee.org
Big data is an important factor almost in all nowadays technologies, such as, social media,
smart cities, and internet of things. Most of standard classifiers tends to be trapped in local …

Other Ensemble Approaches

V Bolón-Canedo, A Alonso-Betanzos… - Recent Advances in …, 2018 - Springer
This chapter describes several new fields, beside the feature selection preprocessing step
(the theme of this book), in which ensembles have been successfully used. First, in Sect. 7.1 …