Essays about: "insurance claims"

Showing result 1 - 5 of 61 essays containing the words insurance claims.

  1. 1. Detection of insurance fraud using NLP and ML

    University essay from Lunds universitet/Matematisk statistik

    Author : Rasmus Bäcklund; Hampus Öhman; [2023]
    Keywords : Technology and Engineering;

    Abstract : Machine-Learning can sometimes see things we as humans can not. In this thesis we evaluated three different Natural Language Procces-techniques: BERT, word2vec and linguistic analysis (UDPipe), on their performance in detecting insurance fraud based on transcribed audio from phone calls (referred to as audio data) and written text (referred to as text-form data), related to insurance claims. READ MORE

  3. 2. Portfolio Theories: A Comparison Between General and Sustainable Portfolios

    University essay from Umeå universitet/Institutionen för fysik

    Author : Axel Zetterfeldt; [2023]
    Keywords : ;

    Abstract : Insurance companies hold large amounts of assets to ensure that they can meet the claims of policyholders. They prefer safer investments with lower risk to guarantee future payouts. Sustainability has become a growing topic over the last couple of years and insurance companies have the possibilities to make the world more sustainable. READ MORE

  4. 3. Risk Assessment of Digital Assets – Insurance Applications in Cryptocurrencies and NFTs

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Roberto Delgado Ferrezuelo; [2023]
    Keywords : Blockchain; NFTs; private key; phishing; floor price; rarity; cold wallet; hot wallet; risk premium; Technology and Engineering;

    Abstract : The aim of the project is to develop a framework for an insurance policy for digital assets. The project comprised several stages, starting with the identification of risks associated with these assets. Policyholders were then categorized into two groups based on a predefined rating factor. READ MORE

  5. 4. How Unlucky People Continue to be Unlucky: : A Study of the Predictive Capabilities of Insurance Claim Data

    University essay from KTH/Matematisk statistik

    Author : Jacob Gustavsson; Alex Lövgren; [2023]
    Keywords : Regression Analysis; Generalized Linear Model; Logistic Regression; Insurance; Insurance Pricing; Insurance Risk; Insurance Claim Types; Regressionsanalys; Generaliserad Linjär Modell; Logistisk Regression; Försäkring; Prissättning inom Försäkring; Typer av Ersättningsanspråk;

    Abstract : This bachelor thesis in the field of mathematical statistics was carried out in collaboration with an upcoming insurance start-up, Hedvig, and had the objective of investigating the predictive capabilities of different types of insurance claims. This was done through regression analysis, and more specifically the area in regression analysis called generalized linear models. READ MORE

  6. 5. Data analytics for unemployment incurance claims : framework, approaches, and implementations strategies

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Jonathan Bergkvist; [2023]
    Keywords : Data analytics; Prediction model; Hybrid modelling;

    Abstract : Unemployment Insurance serves as a vital economic stabiliser, offering financial assistance and promoting workforce reintegration. In Sweden, occupation-specific unemployment funds, known as "Arbetslöshetskassan" (A-KASSAN), manage these claims. READ MORE