Essays about: "Boosting"

Showing result 6 - 10 of 267 essays containing the word Boosting.

1. 6. Prediction Models for TV Case Resolution Times with Machine Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Borja Javierre I Moyano; [2023]
   Keywords : Datasets; Machine Learning ML ; Prediction; Resolution Time RT ; Solve Time; TV Cases; Trouble Tickets TT ; Customer-Related Trouble Tickets Resolution Time; CRM system; BI system; Telecommunications; Dataset; Machine Learning ML ; Prediction; Resolution Time; Solve Time; TV Cases; Trouble Tickets TT ; Kundrelaterade problem Tickets Resolution tid; CRM-system; BI-system; Telekommunikationer.;

   Abstract : TV distribution and stream content delivery of video over the Internet, since is made up of complex networks including Content Delivery Networks (CDNs), cables and end-point user devices, that is very prone to issues appearing in different levels of the network ending up affecting the final customer’s TV services. When a problem affects the customer, and this prevents from having a proper TV delivery service in devices used for stream purposes, the issue is reported through a call, a TV case is opened and the company’s customer handling agents start supervising it to solve the problem as soon as possible. READ MORE

3. 7. A Predictive Analysis of Customer Churn

   University essay from KTH/Matematisk statistik

   Author : Olivia Eskils; Anna Backman; [2023]
   Keywords : Churn prediction; CRM; optimization; applied mathematics; machine learning; gradient boosting; random forest; logistic regression; insurance industry; Kundbortfall; CRM; optimering; tillämpad matematik; maskininlärning; gradient boosting; random forest; logistisk regression; försäkringsbranschen;

   Abstract : Churn refers to the discontinuation of a contract; consequently, customer churn occurs when existing customers stop being customers. Predicting customer churn is a challenging task in customer retention, but with the advancements made in the field of artificial intelligence and machine learning, the feasibility to predict customer churn has increased. READ MORE

4. 8. Financial Prosperity and sport achievement in the European Football

   University essay from Högskolan Dalarna/Institutionen för kultur och samhälle

   Author : Joakim Eriksson; [2023]
   Keywords : European football clubs; Financial performance; Sporting performance; Panel regression analysis; Wage costs; Increasing revenues; Debt-equity ratio; Return on assets;

   Abstract : This study examines the relationship between financial conditions and on-field success among 36 prominent European football clubs from 2010 to 2017. The research employs panel regression analysis to explore how clubs’ financial indicators such as wage costs, increasing revenues, debt-equity ratios, and return on assets correlate with their sporting performance. READ MORE

5. 9. Export-Led Development in China: Examining the Role of Exports in Driving Economic Growth

   University essay from Lunds universitet/Ekonomisk-historiska institutionen

   Author : Wendla Hamberg; [2023]
   Keywords : Industrialization; import substitution; export promotion; export-led growth theory; industrialization approaches; GDP growth; exports; foreign direct investment; gross fixed capital formation; population growth; imports; causality; statistical significance; Business and Economics;

   Abstract : This research examines the relationship between Exports and GDP Growth as China transitioned from Import Substitution (IS) to Export Promotion (EP) as their strategy to industrialize. China has experienced remarkable economic growth over the years, becoming one of the world’s largest economies. READ MORE

6. 10. Winter Wheat Harvest Prediction Using Primarily Satellite Radar Data from Sentinel-1

   University essay from Lunds universitet/Matematik LTH

   Author : Oliver Persson Bogdanovski; Christoffer Svenningsson; [2023]
   Keywords : Precision Agriculture; Sentinel-1 SAR; Machine Learning; Winter Wheat; Harvest Prediction; RFI-filtering; Despeckling; Mathematics and Statistics;

   Abstract : Aiding farmers with their tremendous task of sustainably and cost-efficiently feeding the world is of utmost importance. Information technology plays a crucial role in supporting farmers and supplying them with accurate information about their crops. READ MORE