Search Results
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification
To the best of our knowledge, CompanyKG is the first large-scale heterogeneous graph dataset originating from a real-world investment platform, tailored for quantifying inter-company similarity.
Machine learning-based similarity measure to forecast M&A from patent data
Defining and finalizing Mergers and Acquisitions (M&A) requires complex human skills, which makes it very hard to automatically find the best partner or predict which firms will make a deal.
Physics and Society Statistical Finance
Incorporating Stock Market Signals for Twitter Stance Detection
Research in stance detection has so far focused on models which leverage purely textual input.
Data Analytics Driven Controlling: bridging statistical modeling and managerial intuition
The proposed approach allows for a selection of adaptive windows in count data sets by detecting significant changes in the intensity of events.
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