Essays about: "Faktura"

Showing result 1 - 5 of 14 essays containing the word Faktura.

  1. 1. Information Extraction from Invoices using Graph Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Tuoyuan Tan; [2023]
    Keywords : Natural Language Processing; Information Extraction; Graph Neural Networks; Invoice; Behandling av naturligt språk; informationsutvinning; grafiska neurala nätverk; faktura;

    Abstract : Information Extraction is a sub-field of Natural Language Processing that aims to extract structured data from unstructured sources. With the progress in digitization, extracting key information like account number, gross amount, etc. from business invoices becomes an interesting problem in both industry and academy. READ MORE

  3. 2. Exploring Machine Learning Solutions in the Context of OCR Post-Processing of Invoices

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jacob Dwyer; Sara Bertse; [2022]
    Keywords : Machine learning; Optical character recognition; BERT; Error detection; Invoice; Maskininläsning; Optisk teckenläsning; BERT; Feldetektering; Faktura;

    Abstract : Large corporations receive and send large volumes of invoices containing various fields detailing a transaction. Such fields include VAT, due date, total amount, etc. One common way to automatize invoice processing is optical character recognition (OCR). This technology entails automatic reading of characters from scanned images. READ MORE

  4. 3. Prediction of Short-term Default Probability of Credit Card Invoices Using Behavioural Data

    University essay from KTH/Matematisk statistik

    Author : Billy Lu; [2022]
    Keywords : Probability of Default; Credit Risk; Short-term Default Prediction; Machine Learning; Gradient Boosting; Thresholding; Sannolikheten för Fallissemang; Kreditrisk; Kortsiktig Fallissemang Prediktion; Maskininlärning; Gradientförstärkning; Tröskling;

    Abstract : Probability of Default (PD) is a standard metric to model and monitor credit risk, a major risk facing financial institutions. Traditional PD models are used to forecast risk levels in the long-term, while short-term PD predictions are rarer, but they can support management decisions on an operational level. READ MORE

  5. 4. Design and implementation of a finance administration tool : A front end development study

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Daniel Gustafsson; Valerio Akman; [2021]
    Keywords : Swedish subtitle: front end Development; React; User Interface; Finance; Invoice; front end Utveckling; React; Användargränssnitt; Finans; Faktura;

    Abstract : User interfaces are a crucial point in the usage of products. A user interface is developed to make a product easy to use and understand while also presenting data, feedback and functionality to the user. In this thesis we present and explain the whole development process of a front end project. READ MORE

  6. 5. Automated invoice processing with machine learning : Benefits, risks and technical feasibility

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Niclas Hedberg; [2020]
    Keywords : Automation; decision support; accounting; invoice; machine learning; artificial intelligence; Automatisering; beslutsstöd; bokföring; faktura; maskininlärning; artificiell intelligens;

    Abstract : When an organization receives invoices, accountants specify accounts and cost centers related to the purchases. This thesis investigated automated decision support with machine learning that gives suggestions to the accountant of what accounts and cost centers that can be used for invoices. READ MORE