Essays about: "revenue forecasting"
Showing result 1 - 5 of 16 essays containing the words revenue forecasting.
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1. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance
University essay from Uppsala universitet/Avdelningen för beräkningsvetenskapAbstract : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. READ MORE
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2. Forecasting U.S. Movie Gross Revenues : A Random Forest Classifier Approach Based on Pre-production Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Blockbusters screening in cinemas often include star-studded casts in hope of becoming profitable. However, producing a movie is associated with great risk. More than half of the movies released between 2008 and 2012 in the U.S. READ MORE
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3. Development of an investment model for pumped storage hydropower
University essay from Uppsala universitet/ElektricitetsläraAbstract : The energy market is evolving, with a prediction of heavily increased consumption and, consequently, increased production. In parallel, EU directives with targets prioritising fossil-free electricity production, reduction of greenhouse gas emissions and becoming climate neutral by 2050, poses a challenge for the current state of electricity production in the Nordics. READ MORE
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4. Individual revenue forecasting in the banking sector
University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionenAbstract : This paper analyses data from a Swedish bank combined with macroeconomic indicators to forecast revenues for individual customers over the course of four years. Separate models are created for recurring customers and customers who have just joined the bank. READ MORE
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5. Forecasting airline revenue across markets with machine learning
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Sales forecasting is an important aspect of business strategy, as it helps companies make informed decisions for their business development. With the rise of machine learning and AI, companies are using statistical and machine learning models to forecast short-term and long-term sales more accurately. READ MORE
