PhD Defence: Jamileh Yousefi - "A Neuro-fuzzy Classifier for Datasets with Skewed Feature Values"
ABSTRACT:
Most machine learning algorithms perform poorly on skewed datasets. Data distributions in machine learning, when they are discussed at all, are generally expected to have a symmetric distribution, if not actually be normally distributed. The impact of skewed data distribution on the performance of machine learning algorithms has not been given much attention.