Essays about: "finansiella rapporter"

Showing result 1 - 5 of 24 essays containing the words finansiella rapporter.

  1. 1. Automatic Extraction of Financial Data in Credit Rating Analysis

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

    Author : Robert Minasyan; Pim Erlandsson; [2023]
    Keywords : automatic data extraction; financial reports; XBRL; Arelle; credit rating analysis; automatisk dataextraktion; finansiella rapporter; XBRL; Arelle; kreditvärderingsanalys;

    Abstract : With the increasing use of big data and automatization, financial data extraction is of growing importance in the financial industry. The thesis examines how an extraction system can be developed for extracting relevant data for credit rating analysis. READ MORE

  3. 2. Peeking Through the Leaves : Improving Default Estimation with Machine Learning : A transparent approach using tree-based models

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Elias Hadad; Angus Wigton; [2023]
    Keywords : Machine learning; Expected credit loss; Probability of default; ECL; PD; Risk Management; Credit Risk Management; Default Estimation; AI; Artificial intelligence; Fintech; Supervised learning; Decision tree; Random forest; XG boost; Transparency; Machine learning transparency;

    Abstract : In recent years the development and implementation of AI and machine learning models has increased dramatically. The availability of quality data paving the way for sophisticated AI models. Financial institutions uses many models in their daily operations. READ MORE

  4. 3. Federated Learning for Natural Language Processing using Transformers

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

    Author : Gustav Kjellberg; [2022]
    Keywords : Machine Learning; Federated Learning; Distributed Machine Learning; Natural Language Processing; BERT; ALBERT; Transformers; Data Privacy.; Maskininlärning; Federerad inlärning; Distribuerad Maskininlärning; Språkteknologi; BERT; ALBERT; Transformers; Dataintegritet.;

    Abstract : The use of Machine Learning (ML) in business has increased significantly over the past years. Creating high quality and robust models requires a lot of data, which is at times infeasible to obtain. As more people are becoming concerned about their data being misused, data privacy is increasingly strengthened. READ MORE

  5. 4. Climate change and Banking regulation: How Swedish professionals think about regulating climate-related risk drivers

    University essay from Lunds universitet/Miljö- och energisystem

    Author : Jakob Gustafsson; [2022]
    Keywords : Climate-related risk drivers; physical risk; transition risk; financian risk; banking regulation; interview study; Technology and Engineering;

    Abstract : Syfte: Denna masteruppsats ämnar att deskriptivt beskriva hur bankanställda och experter på bankregleringsområdet ser på de regleringen av de finansiella risker som härrör från klimatförändringarna. Material och metod: Semistrukturerade expertintervjuer genomfördes med fem bankanställda från svenska banker av olika storlek samt med fyra experter på bankreglering och en expert på översvämningar och havsnivåhöjning. READ MORE

  6. 5. Automating the extraction of Financial data

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

    Author : Nicolas Rollino; Rakin Ali; [2022]
    Keywords : Web scraper; Financial data; Textract; AWS; Node.JS; Puppeteer;

    Abstract : It is hard for retail investors and data providing companies to attain financial data of European companies. The work of extracting financial data of European companies is most likely done manually, which is a time-consuming process. This would explain why European companies’ data is supplied slower than American companies. READ MORE