R.J. Kuo
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View article: Authorship Forensics Portal
Authorship Forensics Portal Open
This paper presents the research outcome, Authorship Forensics Portal, leveraging both Statistical Natural Language Processing (SNLP) and Convolutional Neural Networks (CNN) techniques to differentiate documents written by humans and ChatG…
View article: A Multivariate Fuzzy Weighted K-Modes Algorithm with Probabilistic Distance for Categorical Data
A Multivariate Fuzzy Weighted K-Modes Algorithm with Probabilistic Distance for Categorical Data Open
Data clustering is a data mining approach that assigns similar data to the same group. Traditionally, cluster similarity considers all attributes equally, but in real-world applications, some attributes may be more important than others. T…
View article: Categorical Data Clustering: A Bibliometric Analysis and Taxonomy
Categorical Data Clustering: A Bibliometric Analysis and Taxonomy Open
Numerous real-world applications apply categorical data clustering to find hidden patterns in the data. The K-modes-based algorithm is a popular algorithm for solving common issues in categorical data, from outlier and noise sensitivity to…
View article: Genetic based density peak possibilistic fuzzy c-means algorithms to cluster analysis- a case study on customer segmentation
Genetic based density peak possibilistic fuzzy c-means algorithms to cluster analysis- a case study on customer segmentation Open
Finding the target consumers for a business depends heavily on its market segmentation approach. Applying clustering analysis to consumer segmentation is one of the most common methods. However, most clustering algorithms can easily fall i…
View article: Using Product Network Analysis to Optimize Product-to-Shelf Assignment Problems
Using Product Network Analysis to Optimize Product-to-Shelf Assignment Problems Open
A good product-to-shelf assignment strategy not only helps customers easily find desired product items but also increases retailer profit. Recent research has attempted to solve product-to-shelf problems using product association analysis,…
View article: Automatic Fuzzy Clustering Using Non-Dominated Sorting Particle Swarm Optimization Algorithm for Categorical Data
Automatic Fuzzy Clustering Using Non-Dominated Sorting Particle Swarm Optimization Algorithm for Categorical Data Open
Categorical data clustering has been attracted a lot of attention recently due to its necessary in the real-world applications. Many clustering methods have been proposed for categorical data. However, most of the existing algorithms requi…
View article: Gradient Evolution-based Support Vector Machine Algorithm for Classification
Gradient Evolution-based Support Vector Machine Algorithm for Classification Open
This paper proposes a classification algorithm based on a support vector machine (SVM) and gradient evolution (GE) algorithms. SVM algorithm has been widely used in classification. However, its result is significantly influenced by the par…