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How to accurately identify hard-to-detect foreign fibers in long-staple cotton?

Xinjiang long-staple cotton is widely used in the production of high-end textiles due to its excellent quality. However, ...
IEEE

Investigation on PCA and LDA Feature Extraction Algorithms with KNN Classifier Targetting to Improve Diagnostic Accuracy into Detection of Breast Cancer Malignancy

Abstract: This work aims to compare two different Feature Extraction Algorithms (FEAs) viz. Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA), using a K-Nearest Neighbor (KNN) ...
IEEE

Enhancing Security in Industrial IoT Networks: Machine Learning Solutions for Feature Selection and Reduction

Abstract: The increasing deployment of Internet of Things devices has introduced significant cyber security challenges, creating a need for robust intrusion detection systems. This research focuses on ...
EurekAlert!

More efficient and flexible image compression

In his research, professor Marko Huhtanen from the University of Oulu Finland, specializing in applied and computational mathematics, introduces a new method for compressing images. This technique ...