Browsing Engineering (Faculty of) by Subject "forecasting"
Now showing items 1-7 of 7
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A Comparative Study of Univariate Time-series Methods for Sales Forecasting
(University of Waterloo, 2020-01-16)Sales time-series forecasters, data scientists and managers often use timeseries forecasting methods to predict sales. Nonetheless, it is still a question which time-series method a forecaster is best off using, if they ... -
Deep Learning Based Approaches for Imputation of Time Series Models
(University of Waterloo, 2020-12-16)Market price forecasting models for Fresh Produce (FP) are crucial to protect retailers and consumers from highly priced FP. However, utilizing the data for forecasting is obstructed by the occurrence of missing values. ... -
The Development of a Household Travel Resource Allocation Model for Kitchener – Waterloo
(University of Waterloo, 2015-09-24)Cities are dynamic and complex. Changes within cities are a result of actions of decision makers – governments, businesses, and households – and interactions within urban systems. An integrated land use - transport model ... -
Development of a Multi-Hour Ahead Wind Power Forecasting System
(University of Waterloo, 2022-09-01)Wind energy, as a renewable and green energy source with substantial value that is vital for sustainable human development, is gaining more and more attention around the world. The variability of wind implies that wind ... -
Forecasting seat sales in passenger airlines: introducing the round-trip model
(University of Waterloo, 2011-01-13)This thesis aims to improve sales forecasting in the context of passenger airlines. We study two important issues that could potentially improve forecasting accuracy: day-to-day price change rather than price itself, and ... -
Machine Learning based Models for Fresh Produce Yield and Price Forecasting for Strawberry Fruit
(University of Waterloo, 2020-06-02)Building market price forecasting models of Fresh Produce (FP) is crucial to protect retailers and consumers from highly priced FP. However, the task of forecasting FP prices is highly complex due to the very short shelf ... -
Versatile Deep Learning Forecasting Application with Metamorphic Quality Assurance
(University of Waterloo, 2023-08-23)Accurate estimates of fresh produce (FP) yields and prices are crucial for having fair bidding prices by retailers along with informed asking prices by farmers, leading to the best prices for customers. To have accurate ...