B. K. Tripathy

Context Aware Clustering Using Glove and K-Means

2017 · International Journal of Software Engineering & Applications

In this paper we propose a novel method to cluster categorical data while retaining their context. Typically, clustering is performed on numerical data. However it is often useful to cluster categorical data as well, especially …

Implementing GloVe for context based k-means++ clustering

2017

In this paper, we have implemented a unique form of clustering that takes a non-numeric data set and clusters it with the help of the word embedding provided by the GloVe dataset. The related word …