Abdollah Homaifar

A New Combination Rule Based on the Average Belief Function

2018

An important tool in modelling and reasoning under uncertainty is the Dempster Shafer theory (DST) of evidence. Its widespread application can be attributed to its capability to handle uncertainty due to randomness and non-specificity. The …

A Clustering-based framework for Classifying Data Streams

2021

The non-stationary nature of data streams strongly challenges traditional machine learning techniques. Although some solutions have been proposed to extend traditional machine learning techniques for handling data streams, these approaches either require an initial label …