Name: Alberto Fernandez Hilario
Type: User
Company: University of Granada
Bio: Full Profesor in the field of Computer Science and Artificial Intelligence. Working in Artificial Intelligence and Data Science research projects.
Twitter: AlbertosaurusRx
Location: Granada, Spain
Blog: https://www.dasci.es
Alberto Fernandez Hilario's Projects
Implementation of C4.5 + Binarization (OVO / OVA) with/without SMOTE preprocessing. This way, multi-class imbalanced problems can be addressed
Java implementation of the well-known Chi et al algorithm, following KEEL Software Suite programming style.
Evolutionary Fuzzy System for Rule Selection. Baseline algorithm Chi-FRBCS. CHC approach
Evolutionary Fuzzy Rule Selection for Big Data
Chi FRBCS implementation in Python. Scikit-learn compatible
EFIS-MOEA algorithm from: A. Fernandez et al: A Pareto Based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets (IJNS - 2017)