Integration of fuzzy logic and a convolutional neural network in three-way decision-making

L Subhashini, Y Li, J Zhang, AS Atukorale - Expert Systems with …, 2022 - Elsevier
With the increase in web usage, opinion mining has become a new trend in analysing
opinions. Nevertheless, opinion mining still faces huge challenges, such as uncertainty in …

Assessing the effectiveness of a three-way decision-making framework with multiple features in simulating human judgement of opinion classification

L Subhashini, Y Li, J Zhang, AS Atukorale - Information Processing & …, 2022 - Elsevier
Three-way opinion classification (3WOC) models are based on a human perspective of
opinion classification and offer human-like decision-making capabilities. The purpose of this …

Integration of fuzzy and lstm in three-way decisions

L Subhashini, Y Li, J Zhang… - 2020 IEEE/WIC/ACM …, 2020 - ieeexplore.ieee.org
Recently, a three-way decision concept is studied to handle the uncertainty and
incompleteness in the given attribute set based on acceptance, rejection, and uncertain …

Integration of multiple features and deep learning for opinion classification

SS Lidhamullage Dhon Charles - 2022 - eprints.qut.edu.au
Opinion classification is used to classify and analyze the opinions in text-based product and
service reviews. However, due to the uncertainty of opinion data, it is difficult to gain …