Saleh Alshomrani

On the combination of genetic fuzzy systems and pairwise learning for improving detection rates on Intrusion Detection Systems

Salma Elhag, Alberto Fernández, Abdullah Bawakid et al. · Expert Systems with Applications · 2014 · 198 citations

Evolutionary Data Mining, Fuzzy Logic, Engineering +12

Dynamic ensemble selection for multi-class imbalanced datasets

Salvador García, Zhong-Liang Zhang, Abdulrahman Altalhi et al. · Information Sciences · 2018 · 169 citations

Dynamic Ensemble Selection, Machine Learning, Data Science +8

A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets

Saleh Alshomrani, Abdullah Bawakid, Seong‐O Shim et al. · Knowledge-Based Systems · 2014 · 60 citations

Evolutionary Fuzzy Systems, Evolutionary Data Mining, Fuzzy Logic +11

A multi-objective evolutionary fuzzy system to obtain a broad and accurate set of solutions in intrusion detection systems

Salma Elhag, Alberto Fernández, Abdulrahman Altalhi et al. · Soft Computing · 2017 · 56 citations · Full text

CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring

Julián Luengo, Seong‐O Shim, Saleh Alshomrani et al. · Knowledge-Based Systems · 2017 · 52 citations

Class Noise Cleaning, Engineering, Machine Learning +12