Study Finds

Mold Hiding In Your Walls? Scientists Develop Electronic ‘Nose’ That Can Detect It In Minutes

Forget waiting a week for mold test results. New electronic nose technology detects toxic indoor mold species in just 30 ...
IEEE

Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator

Abstract: Linear discriminant analysis (LDA) is a widely used technique for data classification. The method offers adequate performance in many classification problems, but it becomes inefficient when ...
IEEE

Efficient Linear Discriminant Analysis Based on Randomized Low-Rank Approaches

Abstract: Linear discriminant analysis (LDA) faces challenges in practical applications due to the small sample size (SSS) problem and high computational costs. Various solutions have been proposed to ...
eLife

RETRACTED: Biases of Principal Component Analysis (PCA) in Physical Anthropology Studies Require a Reevaluation of Evolutionary Insights

The authors present a critique of current usage of principal component analysis in geometric morphometrics, making a compelling case with benchmark data that standard techniques perform poorly. The ...
Frontiers

Effect of swelling agent treatment on grape fruit quality and the application of electronic nose identification detection

The swelling agent is a plant growth regulator that alters the composition and content of nutrients and volatile gases in the fruit. To identify whether grape fruit had been treated with swelling ...
C&EN

Visual Process Monitoring by Data-Dependent Kernel Discriminant Analysis with t-Distributed Similarities

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Article Views are the COUNTER-compliant sum of full text article downloads since ...
Tech Digest

Sales Linearity: Using a Linear Sales Process to Increase Sales

Each company tries in various ways to improve its strategies so that the business is successful. However, not everyone succeeds in achieving heights, because there is not enough discipline. Company ...