Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion

Business & Economics

• Data Integration 100%
• Machine Learning 75%
• Prediction 47%
• Analysts' Earnings Forecasts 36%
• Financial Analysts 32%
• Data Quality 32%
• Analysts 23%
• Missing Values 20%
• Stock Market 19%
• Prediction Error 18%
• Prediction Accuracy 17%
• Neural Networks 17%
• S&P 500 Index 17%
• Redundancy 17%
• Performance Metrics 16%
• Market Information 15%
• Merging 15%
• Completeness 14%
• Firm Characteristics 14%
• Discrepancy 13%
• Benchmark 10%
• Experiment 8%
• Industry 5%

Engineering & Materials Science

• Data integration 65%
• Tensors 57%
• Machine learning 42%
• Financial markets 17%
• Electric fuses 14%
• Merging 14%
• Convolutional neural networks 13%
• Industry 12%
• Redundancy 12%
• Experiments 5%