Browsing Bachelor Thesis - Industrial and Systems Engineering by Subject "Random Forest"
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Demand Forecasting And Inventory Management: A Case Study Of Hiep Thanh Phat Company
(2023)Hiep Thanh Phat Company often forecasts demand by simple linear regression and the company‟s forecasting is not accurate due to the high errors. Therefore, four methods such as Multiple Linear Regression, Decision Tree, ... -
Machine Learning Application In Movie Recommender Systems: A Case Study Of Movielens Website
(2023)Movie recommendation systems are an important part of modern online movie platforms, assisting users in findning relevant and personalized movie suggestions from large catalogs. Using the MovieLens-1M dataset, this thesis ... -
Predictive Maintenance In Predicting Machine Failures At Unilever: A Log-Based Approach Using Machine Learning Algorithm
(2023)Log-based predictive maintenance creates opportunities for companies to apply proactive maintenance strategy using existing data without expensive hardware installation. The primary goal of this research is to develop a ...