Essays about: "thesis on Financial Performance evaluation"

Showing result 1 - 5 of 55 essays containing the words thesis on Financial Performance evaluation.

  1. 1. Optimising Machine Learning Models for Imbalanced Swedish Text Financial Datasets: A Study on Receipt Classification : Exploring Balancing Methods, Naive Bayes Algorithms, and Performance Tradeoffs

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Li Ang Hu; Long Ma; [2023]
    Keywords : Imbalanced datasets; Swedish text financial datasets; Accuracy; Matthews correlation coefficient; Recall; Multinomial Naive Bayes; SMOTE; TomekLinks; Performance optimization;

    Abstract : This thesis investigates imbalanced Swedish text financial datasets, specifically receipt classification using machine learning models. The study explores the effectiveness of under-sampling and over-sampling methods for Naive Bayes algorithms, collaborating with Fortnox for a controlled experiment. READ MORE

  3. 2. CryptoCurrency Time Series analysis : Comparative analysis between LSTM and BART Algorithm

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Lakshmi Vyshnavi Nerella; Chiranjeevi Ponnada; [2023]
    Keywords : ;

    Abstract : Background: Cryptocurrency is an innovative digital or virtual form of money thatuses cryptographic techniques for secured financial transactions within a decentralized structure. Due to its high volatility and susceptibility to external factors, itis difficult to understand its behavior which makes accurate predictions challengingfor the investors who are trying to forecast price changes and make profitable investments. READ MORE

  4. 3. Implementation and evaluation of the Heston-Queue-Hawkes option pricing model

    University essay from Uppsala universitet/Sannolikhetsteori och kombinatorik

    Author : Samuel Rosén; [2023]
    Keywords : HQH; Heston Queue Hawkes; Option Pricing; jump diffusion;

    Abstract : Introduction: This thesis presents a python implementation and evaluation of the Heston-Queue-Hawkes (HQH) model, a recent jump-diffusion model for pricing options. The model is capable of tracking options for a wide range of different underlying assets. READ MORE

  5. 4. Structural Review and Performance Evaluation of Real Estate Tokens

    University essay from KTH/Fastighetsekonomi och finans

    Author : Berke Bayhoca; [2023]
    Keywords : Blockchain; Security Token; Real Estate; Portfolio Management; Blockchain; Säkerhetstoken; Fastigheter; Portföljförvaltning;

    Abstract : This thesis study includes quantitative and qualitative research on real estate tokens, one of the leading security tokens. Security tokens, which are based on blockchain technology, are rapidly becoming widespread as new era investment products. Real estate tokens have long stood out as one of the most popular of these tokens. READ MORE

  6. 5. Developing the Electric Vehicle Battery Recycling Supply Chain

    University essay from Lunds universitet/Teknisk logistik

    Author : Tor Fröjd; Henrik Bengtsson; [2023]
    Keywords : Technology and Engineering;

    Abstract : The demand for electric vehicles (EVs) and battery production necessitates efficient logistics for battery recycling. However, the industry currently lacks widely adopted packaging and logistics standards, resulting in efficiency losses. Existing solutions are often expensive and overly safe for most recycled batteries. READ MORE