Essays about: "Financial performance evaluation"

Showing result 1 - 5 of 137 essays containing the words 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. Artificial Neural Networks for Financial Time Series Prediction

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Dana Malas; [2023]
   Keywords : artificial neural networks; time series analysis; deep learning; finance; long short-term memory; simple moving average;

   Abstract : Financial market forecasting is a challenging and complex task due to the sensitivity of the market to various factors such as political, economic, and social factors. However, recent advances in machine learning and computation technology have led to an increased interest in using deep learning for forecasting financial data. READ MORE

4. 3. 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

5. 4. 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

6. 5. 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