Sökning: "Benjamin Lilje"

Hittade 2 uppsatser innehållade orden Benjamin Lilje.

1. 1. RNN-based Graph Neural Network for Credit Load Application leveraging Rejected Customer Cases

   Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi

   Författare :Oskar Nilsson; Benjamin Lilje; [2023]
   Nyckelord :Machine Learning; Deep Learning; Reject Inference; GNN; GCN; Graph Neural Networks; RNN; Recursive Neural Network; LSTM; Semi-Supervised Learning; Encoding; Decoding; Feature Elimination;

   Sammanfattning : Machine learning plays a vital role in preventing financial losses within the banking industry, and still, a lot of state of the art and industry-standard approaches within the field neglect rejected customer information and the potential information that they hold to detect similar risk behavior.This thesis explores the possibility of including this information during training and utilizing transactional history through an LSTM to improve the detection of defaults. LÄS MER

3. 2. Backend Development for Onboarding Xperience

   Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

   Författare :Oskar Nilsson; Benjamin Lilje; [2021]
   Nyckelord :MVC; HTTP; Back­end development; REST­architecture; Database; Onboarding; Middleware; Admin UI; MVC; HTTP; Back­end utveckling; REST­arkitektur; Database; Onboarding; Mellanprogramvara; Administration UI;

   Sammanfattning : The onboarding process is one of the most critical moments to ensure theproductiveness of new employees, and companies are constantly striving to maketheirs better and more effective. One way to achieve this is to create a moreengaging and memorable experience for the employee but without the expenseof feedback to the employer. LÄS MER