Associative Classifier Coupled With Unsupervised Feature Reduction for Dengue Fever Classification Using Gene Expression Data

Associative Classifier Coupled With Unsupervised Feature Reduction for Dengue Fever Classification Using Gene Expression Data

Recent studies have established the potential of classifiers designed using association rule mining methods. The current study proposes such an associative classifier to efficiently detect dengue fever using gene expression data. Labelled gene expression data has been preprocessed and discretized to...

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Bibliographic Details
Main Authors: Diptaraj Sen, Saubhik Paladhi, Jaroslav Frnda, Sankhadeep Chatterjee, Soumen Banerjee, Jan Nedoma
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Gene expression data
association rules
Apriori algorithm
FP-growth algorithm
clustering
Online Access:https://ieeexplore.ieee.org/document/9857884/

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