<p>1. Introduction<br> 1.1 Background<br> 1.2 Problem Statement<br> 1.3 Objectives<br>2. Literature Review<br> 2.1 Overview of Financial Forecasting Methods<br> 2.2 Artificial Intelligence Techniques in Financial Forecasting<br> 2.3 Case Studies on AI-based Financial Forecasting<br>3. Methodology<br> 3.1 Data Collection<br> 3.2 Preprocessing and Feature Selection<br> 3.3 Training and Testing AI Models<br>4. Results and Analysis<br> 4.1 Performance Comparison with Traditional Forecasting Methods<br> 4.2 Evaluation of AI Models' Accuracy and Robustness<br> 4.3 Identification of Key Factors Influencing Forecasting Accuracy<br>5. Discussion<br> 5.1 Implications of AI-based Financial Forecasting<br> 5.2 Limitations and Challenges<br> 5.3 Future Research Directions<br></p>
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