Browsing by Subject "Time Series"
Now showing items 1-3 of 3
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Comparison of Machine Learning and Statistical Approaches for Predicting Travel Times in the Oklahoma Highway System
(2020-12)Traffic management systems play a vital role in supporting the smooth flow of traffic in road networks. By accurately predicting travel time, a traffic condition parameter that is extensively used in such systems, we can ... -
Forecasting Natural Gas Prices in the United States Using Artificial Neural Networks
(2016-05-13)Prediction of the natural gas price is imperative to producers, suppliers, traders, market makers, and bankers involved in the natural gas exploration, production transportation, and trading. Additionally, consumers are ... -
State Space Dynamic Mixture Modeling: Finding People with Similar Patterns of Change
(2014-12)Increasingly, psychologists encounter data in which several individuals have been measured on multiple variables over numerous occasions. Many of the current methods for this situation combine the data, assuming everyone ...