Michigan Technological University

Michigan Tech Experts Model the Future of Data Science

Data science is everywhere, a driving force behind modern decisions. When a streaming service suggests a movie, a bank sends ...
IEEE

Enhancing Leak Detection Accuracy in Water Distribution Networks Using SVM-CNN-GT Algorithm

Abstract: Water Distribution Networks (WDNs) experience substantial water losses due to pipeline leaks, leading to economic losses and worsening global water scarcity concerns. This research aims to ...
IEEE

Implementation of the Support Vector Machine (SVM) Algorithm in A Bridge Damage Detection and Location Search System Based on Wireless Sensor Network (WSN)

Abstract: This paper describes the use of a bridge model equipped with 18 Pasco Load Cell accelerometer sensors for the measurement of changes in vibration frequency with variations in load (25%, 50%, ...
Journal of Medical Internet Research

Developing and Validating a Machine Learning Algorithm to Predict the Risk of Incident Opioid Use Disorder Among OneFlorida+ Patients: Prognostic Modeling Study

Using the GBM algorithm to predict the subsequent 3-month OUD risk, the top decile subgroup had a positive predictive value of 3.26%, a negative predictive value of 99.8%, and a number needed to ...