Essays about: "Venture Success"

Showing result 11 - 15 of 105 essays containing the words Venture Success.

1. 11. A Transformer-Based Scoring Approach for Startup Success Prediction : Utilizing Deep Learning Architectures and Multivariate Time Series Classification to Predict Successful Companies

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gustaf Halvardsson; [2023]
   Keywords : Machine learning; Time Series Classification; Transformers; Gated Recurrent Unit; Venture Capital; Maskininlärning; tidsseriesklassifiering; Transformer; Gated Recurrent Unit; riskkapital;

   Abstract : The Transformer, an attention-based deep learning architecture, has shown promising capabilities in both Natural Language Processing and Computer Vision. Recently, it has also been applied to time series classification, which has traditionally used statistical methods or the Gated Recurrent Unit (GRU). READ MORE

3. 12. Venture Capital ‘Exits’ Profile : An empirical study of venture capital backed exits in the Turkish entrepreneurial ecosystem

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Sedat Avsar; [2023]
   Keywords : Entrepreneurial ecosystem; Venture capital; Venture capital backed exits; Startup exits; Turkish venture capital ecosystem; Entreprenöriellt ekosystem; riskkapital; riskkapitalstödda exits; startup exits; turkiskt riskkapitalekosystem;

   Abstract : The impact of venture capital (VC) funding for the entrepreneurial ecosystem and its value for economic development is proved by many studies and the industrial data; which is why it is important to have more insight in this area. Also considering the large risk & uncertainty involved in the VC business and its low success rates, it is particularly important to have insight into VC business performance. READ MORE

4. 13. From Seed to Success: The Role of Venture Capital on Startup Innovation

   University essay from Handelshögskolan i Stockholm/Institutionen för företagande och ledning

   Author : Felix Kelter; Jasper Miessler; [2023]
   Keywords : lean startup; lean startup capabilities; innovation; innovation management; venture capital;

   Abstract : This master thesis aims to investigate the influence of venture capital (VC) on the innovation practices of early-stage startups. The research was conducted because existing literature lacks a comprehensive understanding of the "how" behind the influence of VCs from a startup perspective, as current scholars assess the impact from an investor side. READ MORE

5. 14. Unlocking the Potential of Hydrogen Gas-Based Mobility : A Solution-Oriented Business Model Approach

   University essay from Linköpings universitet/Institutionen för ekonomisk och industriell utveckling

   Author : Haris Topalovic; Frans Trygg; [2023]
   Keywords : Solution-Oriented Business Model; Business Ecosystem; Mobility; Hydrogen;

   Abstract : Trends in the surrounding society have made companies more interdependent and increased the number of actors in value chains, emphasizing the importance of business ecosystems. This is especially relevant for the hydrogen gas-based mobility ecosystem, as it presents novel opportunities for delivering solutions in relatively uncharted territory. READ MORE

6. 15. Founders And Financials- Machine Learning Algorithms in Venture Capital

   University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

   Author : Viktor Lådö Naess; Emrik Stål; [2023]
   Keywords : Sweden; Venture Capital; Founder Characteristics; Entrepreneurial Finance; Machine Learning;

   Abstract : The increased usage of machine learning (ML) algorithms in venture capital investment screening poses the question of how different characteristics influence predictions. The purpose of this study is to investigate how founder and financial characteristics influence ML predictions of the raising of more than one round for Swedish startups. READ MORE