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

Author:

Uddin Ajim1,Tao Xinyuan1,Chou Chia-Ching2,Yu Dantong1

Affiliation:

1. New Jersey Institute of Technology, US

2. Central Michigan University, US

Publisher

ACM

Reference27 articles.

1. Scalable tensor factorizations for incomplete data

2. Evrim Acar Tamara G Kolda and Daniel M Dunlavy. 2011. All-at-once optimization for coupled matrix and tensor factorizations. arXiv preprint arXiv:1105.3422(2011). Evrim Acar Tamara G Kolda and Daniel M Dunlavy. 2011. All-at-once optimization for coupled matrix and tensor factorizations. arXiv preprint arXiv:1105.3422(2011).

3. Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization

4. Douglas Ayres , Xuerong Sharon Huang , and Mark Myring . 2017. Fair value accounting and analyst forecast accuracy. Advances in accounting 37 ( 2017 ), 58–70. Douglas Ayres, Xuerong Sharon Huang, and Mark Myring. 2017. Fair value accounting and analyst forecast accuracy. Advances in accounting 37 (2017), 58–70.

5. Ryan  T Ball and Eric Ghysels . 2018. Automated Earnings Forecasts: Beat Analysts or Combine and Conquer?Management Science 64, 10 ( 2018 ), 4936–4952. Ryan T Ball and Eric Ghysels. 2018. Automated Earnings Forecasts: Beat Analysts or Combine and Conquer?Management Science 64, 10 (2018), 4936–4952.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation;4th ACM International Conference on AI in Finance;2023-11-25

2. A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation;4th ACM International Conference on AI in Finance;2023-11-25

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