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A Supervised Approach to Predict Company Acquisition with Factual and Topic Features Using Profiles and News Articles on TechCrunch
6 references·16 citing·40 second hop
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1972A Discriminant Analysis of Predictors of Business Failure1,168 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 1994Bankruptcy prediction using neural networks722 cited
  • 1987Multivariate Normality and Forecasting of Business Bankruptcy354 cited

Cited by

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  • 2022Machine learning methods in finance: Recent applications and prospects96 cited
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  • 2018Web-based Startup Success Prediction58 cited
  • 2016Predicting investor funding behavior using crunchbase social network features49 cited
  • 2017

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Relation between start-ups’ online social media presence and fundraising
45 cited
  • 2022Application of Machine Learning Models for Predictions on Cross-Border Merger and Acquisition Decisions with ESG Characteristics from an Ecosystem and Sustainable Development Perspective39 cited
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  • 2021Hacking the venture industry: An Early-stage Startups Investment framework for data-driven investors33 cited
  • 2016Modeling contagious merger and acquisition via point processes with a profile regression prior24 cited
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