Sökning: "churn"

Visar resultat 21 - 25 av 95 uppsatser innehållade ordet churn.

1. 21. Comparing decentralized learning to Federated Learning when training Deep Neural Networks under churn

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Johan Vikström; [2021]
   Nyckelord :Peer- to- Peer; Decentralized Machine Learning; Federated Learning; Gossip Learning; Long Short- Term Memory; Convolutional Neural Network; Peer- to- peer; Decentraliserad Maskininlärning; Federated learning; Gossip learning; Lång korttidsminne;

   Sammanfattning : Decentralized Machine Learning could address some problematic facets with Federated Learning. There is no central server acting as an arbiter of whom or what may benefit from Machine Learning models created by the vast amount of data becoming available in recent years. LÄS MER

3. 22. Customer loyalty, return and churn prediction through machine learning methods : for a Swedish fashion and e-commerce company

   Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för matematik och matematisk statistik

   Författare :Anida Granov; [2021]
   Nyckelord :E-commerce; Machine Learning; Clustering; K-prototypes; Logistic Regression;

   Sammanfattning : The analysis of gaining, retaining and maintaining customer trust is a highly topical issue in the e-commerce industry to mitigate the challenges of increased competition and volatile customer relationships as an effect of the increasing use of the internet to purchase goods. This study is conducted at the Swedish online fashion retailer NA-KD with the aim of gaining better insight into customer behavior that determines purchases, returns and churn. LÄS MER

4. 23. Increasing Retention in Insurtechs Through Churn Prediction

   Master-uppsats, Lunds universitet/Innovationsteknik

   Författare :John Rapp Farnes; Oskar Christiansen; [2021]
   Nyckelord :Non-life insurance; Property and casualty insurance; Customer retention; Churn prediction; Predictive analytics; Classification; Machine learning; Mathematics and Statistics;

   Sammanfattning : Over the last decades, the Swedish insurance industry has seen decreased entry barriers due to deregulation and emerging new technologies, which have the potential to disturb the stagnated and consolidated competitive landscape of the industry. Initiated by newcomers like American insurance startup Lemonade, and later Swedish Hedvig among others, there is an increased push toward digitalization, transparency, and automation in the industry. LÄS MER

5. 24. Customer churn prediction using machine learning : A study in the B2B subscription based service context

   Uppsats för yrkesexamina på avancerad nivå, Blekinge Tekniska Högskola

   Författare :Yasin Osman; Benjamin Ghaffari; [2021]
   Nyckelord :Customer churning; Machine Learning; business-to-business; subscription-based companies.;

   Sammanfattning : The rapid growth of technological infrastructure has changed the way companies do business. Subscription based services are one of the outcomes of the ongoing digitalization, and with more and more products and services to choose from, customer churning has become a major problem and a threat to all firms. LÄS MER

7. 25. Modeling and understanding customers preference for product sustainability information using Machine Learning techniques

   Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Författare :Vedasree Reddy Sapatapu; Apoorva Kothapally; [2021]
   Nyckelord :Machine Learning; Data Mining; Sustainability; Customer Preference;

   Sammanfattning : Background. Markets nowadays are increasingly competitive as many companies are focusing themselves on minimising their churn rate and maximising their growth rate of customers. LÄS MER