Analysis of Financial Fraud Statements' Effect on Stock Prices Using Regression Techniques

NM Noby, I Sethi - … Theme: Healthcare and Internet of Things …, 2024 - ieeexplore.ieee.org
Using a thorough study and cutting-edge text mining algorithms, this research explores the
complex link between fraudulent financial statements and their impact on stock prices …

[PDF][PDF] Leading effect of social media for financial fraud disclosure: A text mining based analytics

W Dong, S Liao, Y Xu, X Feng - 2016 - scholar.archive.org
Existing researches have always focused on numerical data or textual contents in financial
statements to expose a firm's fraudulent behavior. To the best of our knowledge, this study …

Unveiling Deception: Cutting-Edge Approaches for Fraud Detection in Financial Statements

C Chimonaki, P Stelios… - Available at SSRN …, 2023 - papers.ssrn.com
A wide range of parties involved in evaluating economic performance, including investors,
auditors, interest groups, bankers, government organizations, academics, and analysts, can …

Predicting fraud in financial statements using supervised methods: An analytical comparison

Z Nemati, A Mohammadi, A Bayat… - International Journal of …, 2024 - ijnaa.semnan.ac.ir
The current era is known as the" age of information," and the capital market is built on
information as the economy's primary engine. The system of financial statements of …

Qualitative analysis of financial statements for fraud detection

A Bhardwaj, R Gupta - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Fraudulent financial reporting has become a global phenomenon which is adversely
affecting the economic and social growth of an organization and the nation they belong to …

Unveiling Market Sentiments: A Comprehensive Analysis of Stock Market Responses to Diverse News Events Using Data Mining Techniques

S Solaiman, BMO Rahman, MF Arefin… - 2024 18th …, 2024 - ieeexplore.ieee.org
In modern economics, one of the most talked-about subjects is stock market volatility.
Numerous factors have a significant daily impact on the stock market. This study aims to …

Utilising text mining in financial fraud detection

E Perttilä - 2024 - aaltodoc.aalto.fi
Financial fraud poses a significant threat to global economies with technological
advancements, environmental shifts, and changes in the fraud landscape. Focusing on the …

A theory‐driven machine learning system for financial disinformation detection

X Zhang, Q Du, Z Zhang - Production and Operations …, 2022 - journals.sagepub.com
Maliciously false information (disinformation) can influence people's beliefs and behaviors
with significant social and economic implications. In this study, we examine news articles on …

Research on Identification and Prediction of Financial Fraud of Listed Companies Based on Machine Learning

X Jinling, C Jiayi, L Wanqi - Proceedings of the 2023 12th International …, 2023 - dl.acm.org
Corporate financial fraud poses significant risks to economic stability, with deceptive tactics
ranging from misrepresentation of financial figures to outright falsification of accounts. The …

[图书][B] Financial statement fraud detection using supervised learning methods

ACB Gepp - 2015 - research.bond.edu.au
Famous frauds such as at Enron, WorldCom and HealthSouth are potent reminders that the
detection of financial statement fraud needs to be improved. Studies estimate the median …