Shuxiang Xu

GeneticMax: An Efficient Approach to Mining Maximal Frequent Itemsets Based on Genetic Algorithms

2015

This paper presents a new approach based on genetic algorithms (GAs) to generate maximal frequent itemsets (MFIs) from large datasets. This new algorithm, GeneticMax, is heuristic which mimics natural selection approaches for finding MFIs in …

Fake or Genuine? Contextualised Text Representation for Fake Review Detection

2021 · Natural Language Processing

Online reviews have a significant influence on customers' purchasing decisions for any products or services. However, fake reviews can mislead both consumers and companies. Several models have been developed to detect fake reviews using machine …

An explainable ensemble of multi-view deep learning model for fake review detection

2023 · Journal of King Saud University - Computer and Information Sciences

Online reviews significantly impact consumers who are purchasing or seeking services via the Internet. Businesses and review platforms need to manage these online reviews to avoid misleading customers through fake ones. This necessitates developing intelligent …