Javad Hamidzadeh

IRDDS: Instance reduction based on Distance-based decision surface

2015 · Journal of artificial intelligence and data mining

In instance-based learning, a training set is given to a classifier for classifying new instances. In practice, not all information in the training set is useful for classifiers. Therefore, it is convenient to discard irrelevant …

Improving the classification of high dimensional class-imbalanced data using the Chaos particle swarm optimization with Levy Flight

2021

Nowadays classification of imbalanced datasets has gained a lot of attention in the field of data mining and machine learning. This type of classification is a challenging task due to imbalanced distribution of the data. …