Comprehensive Contemplation of Probabilistic Aspects in Intelligent Analytics

2. Literature Review

Huge amount of work has been done on text analytics with the usage of machine learning. The significance of using machine learning techniques was realized in the field of text analytics as it provides the better analysis of text by uncovering the hidden information. Deep learning became an integral part of many software applications and services. Scalability of the neural network with large data can be improved using deep learning.

Zhang et al. (2015) and Lai et al. (2015) provided the exploitation of deep learning based models for better text classification. Korde and Mahender (2012) discussed different algorithms used for text classification. Zhang and Wallace (2015) experimented for classification using various deep neural networks. Hughes et al. (2017), Islam and Zhang (2017) and Islam and Zhang (2017b) applied the deep networks for classification in healthcare.