A genetic based wrapper feature selection approach using nearest neighbour distance matrix

MS Sainin, R Alfred - 2011 3rd Conference on Data Mining and …, 2011 - ieeexplore.ieee.org
Feature selection for data mining optimization receives quite a high demand especially on
high-dimensional feature vectors of a data. Feature selection is a method used to select the …

Plant species identification using leaf biometrics and swarm optimization: A hybrid PSO, GWO, SVM model

HF Eid, A Abraham - International Journal of Hybrid Intelligent …, 2017 - content.iospress.com
The classification of plants species is a crucial process in some agricultural-based
industries. However, different plant species share a very close relationship to human beings …

A direct ensemble classifier for imbalanced multiclass learning

MS Sainin, R Alfred - 2012 4th Conference on Data Mining and …, 2012 - ieeexplore.ieee.org
Researchers have shown that although traditional direct classifier algorithm can be easily
applied to multiclass classification, the performance of a single classifier is decreased with …

[PDF][PDF] Variant-order statistics based model for real-time plant species recognition

HF Eid, A Darwish - International Journal of Information …, 2017 - academia.edu
There are an urgent need of categorizing plant by its species, to help botanist setting up a
plant species database. However, plant recognition model is still very challenging task in …