Sökning: "transactional customer"
Visar resultat 1 - 5 av 29 uppsatser innehållade orden transactional customer.
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 informationsteknologiSammanfattning : 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
2. Machine learning for detecting financial crime from transactional behaviour
Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Signaler och systemSammanfattning : Banks and other financial institutions are to a certain extent obligated to ensure that their services are not utilized for any type of financial crime. This thesis investigates the possibility of analyzing bank customers' transactional behaviour with machine learning to detect if they are involved in financial crime. LÄS MER
3. Visualization of High Load Transactional Data
Master-uppsats, Lunds universitet/Certec - Rehabiliteringsteknik och Design; Lunds universitet/Ergonomi och aerosolteknologiSammanfattning : IKEA is a Swedish company that has been the largest retailer of furniture for the past fifteen years. Selling orders worth EUR 44.6 billion in 2022, IKEA has to meet great logistic needs in order to maintain a functioning business. LÄS MER
4. Snabbt, Snabbare, Snabbast : En kvalitativ studie om informationsstress och snabb digital kultur
Kandidat-uppsats, Södertörns högskola/Institutionen för samhällsvetenskaperSammanfattning : Den digitala underhållningsbranschen utvecklas ständigt där nya innovationer lanseras och konsumtionsmönster förändras. Snabbspolad kultur är ett fenomen som syftar till den trend där våra digitala underhållningsmedier ökar i hastighet. LÄS MER
5. Predicting Customer Churn in E-commerce Using Statistical Modeling and Feature Importance Analysis : A Comparison of Random Forest and Logistic Regression Approaches
Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för matematik och matematisk statistikSammanfattning : While operating in online markets offers opportunities for expanded assortment and convenience, it also poses challenges such as increased competition and the need to build personal relationships with customers. Customer retention be- comes crucial in maintaining a successful business, emphasizing the importance of understanding customer behavior. LÄS MER