Sökning: "Finansdata"

Hittade 2 uppsatser innehållade ordet Finansdata.

1. 1. Synthesis of Tabular Financial Data using Generative Adversarial Networks

   Master-uppsats, KTH/Matematisk statistik

   Författare :Anton Karlsson; Torbjörn Sjöberg; [2020]
   Nyckelord :Generative Adversarial Networks; GAN; Generative Modeling; Tabular data; Financial data; Machine Learning; Statistical learning; Applied Mathematics; GANs; Generativa modeller; Tabulär data; Finansdata; Maskininlärning; Statistisk inlärning; Tillämpad Matematik;

   Sammanfattning : Digitalization has led to tons of available customer data and possibilities for data-driven innovation. However, the data needs to be handled carefully to protect the privacy of the customers. Generative Adversarial Networks (GANs) are a promising recent development in generative modeling. LÄS MER

3. 2. Predicting Attrition in Financial Data with Machine Learning Algorithms

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

   Författare :Johan Darnald; [2018]
   Nyckelord :Machine learning; Random Forest; Support Vector Machine; Neural Network;

   Sammanfattning : For most businesses there are costs involved when acquiring new customers and having longer relationships with customers is therefore often more profitable. Predicting if an individual is prone to leave the business is then a useful tool to help any company take actions to mitigate this cost. LÄS MER