Essays about: "demand forecasting"
Showing result 16 - 20 of 178 essays containing the words demand forecasting.
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16. Explainable Demand Forecasting using Causalities and Machine Learning Models
University essay from Lunds universitet/Institutionen för datavetenskapAbstract : .... READ MORE
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17. Forecasting Codeword Errors in Networks with Machine Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With an increasing demand for rapid high-capacity internet, the telecommunication industry is constantly driven to explore and develop new technologies to ensure stable and reliable networks. To provide a competitive internet service in this growing market, proactive detection and prevention of disturbances are key elements for an operator. READ MORE
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18. Machine Learning Based Stock Price Prediction by Integrating ARIMA model and Sentiment Analysis with Insights from News and Information
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: Predicting stock prices in today’s complex financial landscape is asignificant challenge. An innovative approach to address this challenge is integrating sentiment analysis techniques with the well-established Autoregressive IntegratedMoving Average (ARIMA) model. READ MORE
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19. Development of an Improved Demand Planning Process - A Case Study at KåKå
University essay from Lunds universitet/Teknisk logistikAbstract : Background: Operations planning and control has undergone an extensive shift from an individual company focus to a complete supply chain focus which has required a new common approach for supply chain planning and control to evolve. Increasing competition and globalization has created complexity in supply chain planning and integration since it requires a new cross-functional approach. READ MORE
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20. Time Series Analysis and Binary Classification in a Car-Sharing Service : Application of data-driven methods for analysing trends, seasonality, residuals and prediction of user demand
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Researchers have estimated a 20-percentage point increase in the world’s population residing in urban areas between 2011 and 2050. The increase in denser cities results in opportunities and challenges. Two of the challenges concern sustainability and mobility. READ MORE