B. S. Harish

A New Approach of Categorizing Text Documents through Consensus Clustering

2018

In this paper, we present a new text categorization model using consensus clustering to categorize text documents. Initially, text documents are pre-processed and represented in the form of Term Document Matrix (TDM). Further, consensus clustering …

Ensemble Feature Selection and Classification of Internet Traffic using XGBoost Classifier

2019 · International Journal of Computer Network and Information Security

Identification and classification of internet traffic is most important in network management to ensure Quality of Service (QoS). However, existing machine learning models tend to produce unsatisfactory results when applied with imbalanced datasets involving multiple …