Essays about: "Lifetime prediction"

Showing result 16 - 20 of 36 essays containing the words Lifetime prediction.

  1. 16. FE-model for prediction of welding distortions in components made of preformed stainless steel sheets

    University essay from KTH/Hållfasthetslära

    Author : Tom Glansholm; [2020]
    Keywords : Welding simulation; distortions; Ferritic stainless steel; EN1.4509; FEM; Solid mechanics; Residual stresses; Svetssimulering; deformationer; restspänningar; Ferritiskt rostfritt stål; EN1.4509; Finita elementmetoden; Hållfasthetslära;

    Abstract : This master thesis was carried out at Scania CV AB. The focus for this thesis is the prediction of welding distortions that can cause problems in the manufacturing process of Scania's after-treatment system. The after-treatment system is mainly assembled by sheet metal plates of the ferritic stainless steel EN 1.4509. READ MORE

  3. 17. Will You Stay or Will You Go? Churn Prediction for an App-Delivered International Calling Service

    University essay from Lunds universitet/Innovationsteknik

    Author : Svante Pagels Fick; [2019]
    Keywords : Churn prediction; Random Forest; machine learning; Decision Tree; Technology and Engineering;

    Abstract : In markets with fierce competition and low switching costs, the capability to keep customers is just as important as the capability to get new customers. One of the cornerstones of efficiently keeping customers from churning is the ability to identify customers that are more prone to leaving the company than others. READ MORE

  4. 18. Customer Lifetime Value Prediction Using Statistical Modeling: Predicting Online Payments in an Industry Setting

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Alina SUSOYKINA; [2018]
    Keywords : customer lifetime value; statistical modeling; machine learning; customer relationship management; Pareto NBD; kundens livstidsvärde; statistisk modellering; maskininlärning; hantering av kundrelationer; Pareto NBD;

    Abstract : Customer lifetime value (CLV) provides a measure of customer revenue contribution. It allows to justify marketing campaigns, overall budgeting, and strategy planning. CLV is an estimated cash flow attributed to the entire relationship with customers in the future. READ MORE

  5. 19. Machine Learning Algorithmsfor Regression Modeling in Private Insurance

    University essay from KTH/Matematisk statistik

    Author : Mai Nguyen; [2018]
    Keywords : ;

    Abstract : This thesis is focused on the Occupational Pension, an important part of the retiree’s total pension. It is paid by private insurance companies and determined by an annuity divisor. Regression modeling of the annuity divisor is done by using the monthly paid pension as a response and a set of 24 explanatory variables e.g. READ MORE

  6. 20. Effects of Missing Values on Neural Network Survival Time Prediction

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Torrin Raoufi-Danner; [2018]
    Keywords : Machine Learning; Neural Network; Imputation; Breast Cancer;

    Abstract : Data sets with missing values are a pervasive problem within medical research. Building lifetime prediction models based solely upon complete-case data can bias the results, so imputation is preferred over listwise deletion. READ MORE