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Pairwise Acquisition Prediction with SHAP Value Interpretation
12 references·4 citing·49 second hop
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(2018)Startup founders and their Li…Corporate accelerators: Building bridges between corporations and startups (2016)Corporate accelerators: Build…Geography and acquirer returns (2008)Geography and acquirer returnsCross-country determinants of mergers and acquisitions (2004)Cross-country determinants of…Open Innovation: The New Imperative for Creating and Profiting from Technology (2003)Open Innovation: The New Impe…Network Linkages and Location Choice in Foreign Direct Investment (1998)Network Linkages and Location…Empirical Implications of Alternative Models of Firm Dynamics (1998)Empirical Implications of Alt…Selection and the Evolution of Industry (1982)Selection and the Evolution o…Principles of Corporate Finance. (1981)Principles of Corporate Finan…Exploring Non-Linear and Synergistic Effects of Street Environment on the Spirit of Place in Historic Districts: Using Multi-Source Data and XGBoost (2024)Exploring Non-Linear and Syne…Board gender diversity and workplace diversity: a machine learning approach (2023)Board gender diversity and wo…Machine Learning in Management Accounting Research: Literature Review and Pathways for the Future (2021)Machine Learning in Managemen…CapitalVX: A machine learning model for startup selection and exit prediction (2021)CapitalVX: A machine learning…THE INTERNATIONALIZATION OF THE FIRM ? FOUR SWEDISH CASES (1975)The Future of the Multinational Enterprise (1976)The Internationalization Process of the Firm—A Model of Knowledge Development and Increasing Foreign Market Commitments (1977)Does country matter? 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References

  • 2003Open Innovation: The New Imperative for Creating and Profiting from Technology9,367 cited
  • 1982Selection and the Evolution of Industry4,555 cited
  • 1981Principles of Corporate Finance.3,634 cited
  • 2004Cross-country determinants of mergers and acquisitions1,146 cited
  • 1998Empirical Implications of Alternative Models of Firm Dynamics604 cited
  • 1998Network Linkages and Location Choice in Foreign Direct Investment567 cited
  • 2016Corporate accelerators: Building bridges between corporations and startups443 cited
  • 2020Digital M&A, digital innovation, and firm performance: an empirical investigation310 cited
  • 2008Geography and acquirer returns287 cited
  • 2018Startup founders and their LinkedIn connections: Are well-connected entrepreneurs more successful?114 cited
  • 2020Digital transformation: setting the pace102 cited
  • 2021A Supervised Approach to Predict Company Acquisition with Factual and Topic Features Using Profiles and News Articles on TechCrunch59 cited

Cited by

  • 2021Machine Learning in Management Accounting Research: Literature Review and Pathways for the Future110 cited
  • 2021CapitalVX: A machine learning model for startup selection and exit prediction62 cited

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2023
Board gender diversity and workplace diversity: a machine learning approach
27 cited
  • 2024Exploring Non-Linear and Synergistic Effects of Street Environment on the Spirit of Place in Historic Districts: Using Multi-Source Data and XGBoost9 cited