DEVELOPMENT OF A NOVEL CLASSIFICATION APPROACH FOR COW BEHAVIOR ANALYSIS USING TRACKING DATA AND UNSUPERVISED MACHINE LEARNING TECHNIQUES

Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques

Global Positioning Systems (GPSs) can collect tracking data to remotely monitor livestock well-being and pasture use.Supervised machine learning requires behavioral observations of monitored animals to identify changes in behavior, which is labor-intensive.Our goal was to identify animal behaviors automatically without using human observations.We d

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Investigation on Enamel and Dentine of Tooth through 1D Photonic Structure to Identify the Caries in Human Teeth

In this research, a one-dimensional (1D) photonic structure was employed to study the nature of both enamel and dentine teeth at the signal of 1.8 THz.A simple three layer one-dimensional crystal is chosen to avoid fabrication intricacy.The materials and methods for sample preparations are discussed.The principle of investigation of caries in the t

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Molecular diversity of Alternaria spp. from leafy vegetable crops, and their sensitivity to azoxystrobin and boscalid

Severe outbreaks of Alternaria leaf spot have occurred in Northern Italy on leafy vegetable and ornamental hosts.This disease is mainly controlled by two classes of respiration inhibitor fungicides, QoIs (including azoxystrobin) and SDHIs (including boscalid).Thirty-six Alternaria strains were isolated from five leafy vegetable crops, and subjected

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