Sikha Bagui

A Survey of Challenges Facing Streaming Data

2020 · Transactions on Machine Learning and Artificial Intelligence

This survey performs a thorough enumeration and analysis of existing methods for data stream processing. It is a survey of the challenges facing streaming data. The challenges addressed are preprocessing of streaming data, detection and …

A Novel Weighting Attribute Method for Binary Classification

2021 · Advances in Computing

In conventional binary classification algorithms, all features are treated as having equal weight and classification models are built without taking into consideration the fact that different attributes can have different levels of influence on a …