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Found 5 essays matching the above criteria.

  1. 1. Machine Learning Algorithms to Predict Cost Account Codes in an ERP System : An Exploratory Case Study

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Alexander Wirdemo; [2023]
    Keywords : Artificial Intelligence; Machine Learning; ERP; invoice automation; RPA; Random forest; Naïve Bayes; k-Nearest Neighbor; Artificiell Intelligens; maskinlärning; ERP; fakturaautomation; RPA; Random forest; Naïve Bayes; k-Nearest Neighbor;

    Abstract : This study aimed to investigate how Machine Learning (ML) algorithms can be used to predict the cost account code to be used when handling invoices in an Enterprise Resource Planning (ERP) system commonly found in the Swedish public sector. This implied testing which one of the tested algorithms that performs the best and what criteria that need to be met in order to perform the best. 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. 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

  5. 4. Automated invoice handling with machine learning and OCR

    University essay from KTH/Data- och elektroteknik

    Author : Andreas Larsson; Tony Segerås; [2016]
    Keywords : Machine learning; Naïve Bayes; OCR; OCRopus; Tesseract; Invoice handling; Maskininlärning; Naïve Bayes; OCR; OCRopus; Tesseract; Fakturahantering;

    Abstract : Companies often process invoices manually, therefore automation could reduce manual labor. The aim of this thesis is to evaluate which OCR-engine, Tesseract or OCRopus, performs best at interpreting invoices. This thesis also evaluates if it is possible to use machine learning to automatically process invoices based on previously stored data. READ MORE

  6. 5. Digital services in the agriculture business : costumer perspective on digital accounting services

    University essay from SLU/Dept. of Economics

    Author : Tomas Engdahl; [2015]
    Keywords : digital services; accountings; agriculture; attributes; values;

    Abstract : The world is moving towards an increasingly digitalized society where computer capacity and storage capabilities are setting new records every day. Even in the agriculture business, there has been a great development of digital systems that control the machines, as well as measuring, weighing and collecting information about the production on the farm. READ MORE