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Room Occupancy Prediction: Exploring the Power of Machine Learning and Temporal Insights
by Siqi Mao, Yaping Yuan, Yinpu Li, Ziren Wang, Yuanxin Yao and Yixin Kang
American Journal of Applied Mathematics and Statistics. 2024, 12(1), 1-9. DOI: 10.12691/ajams-12-1-1
Pub. Date: January 22, 2024Views: 5664Downloads: 6339
room occupancy prediction classification support vector machine random forest XGBoost Internet-of-Things (IoT)
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Beyond Tides and Time: Machine Learning’s Triumph in Water Quality Forecasting
by Yinpu Li, Siqi Mao, Yaping Yuan, Ziren Wang, Yixin Kang and Yuanxin Yao
American Journal of Applied Mathematics and Statistics. 2023, 11(3), 89-97. DOI: 10.12691/ajams-11-3-2
Pub. Date: November 02, 2023Views: 5374Downloads: 6657
water quality prediction linear-regression random forest xgboost lightgbm mlp neural network
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Transradial Access - A Predictive Model to Assess Radial Artery Diameter
by Michael Brockman, Jarren Adam, Cassandra De La Torre, Lucas Achkarian and Robert Hanna
American Journal of Medicine Studies. 2022, 10(1), 1-7. DOI: 10.12691/ajms-10-1-1
Pub. Date: November 20, 2022Views: 8335Downloads: 14364
the presented study preliminarily suggests that femoral artery diameter and other parameters such as age height weight and smoking history can be used for training a random forest classifier model to assess radial artery diameter
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A Machine Learning Approach to Identify Socio-Economic Factors Responsible for Patients Dropping out of Substance Abuse Treatment
by Prateek Gautam and Pradeep Singh
American Journal of Public Health Research. 2020, 8(5), 140-146. DOI: 10.12691/ajphr-8-5-2
Pub. Date: August 16, 2020Views: 9857Downloads: 11728
opioid abuse random forest machine learning TEDS-D treatment dropout
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Are Breed-specific Differences in Beef Fatty-acid Profiles a "Needle in the Haystack"?
by Yuvaraj Ranganathan, Irena Hulova, Matthias Schreiner and Jan Macak
American Journal of Food Science and Technology. 2014, 2(6), 192-195. DOI: 10.12691/ajfst-2-6-4
Pub. Date: November 26, 2014Views: 17124Downloads: 14240
Aberdeen Angus Blonde d'Aquitaine beef fatty acids multivariate analysis random forests
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