How to succeed in the market? predicting startup success using a machine learning approach

J Kim, H Kim, Y Geum - Technological Forecasting and Social Change, 2023 - Elsevier
Predicting startup success is a critical task for startup entrepreneurs and investors. Previous
studies focused only on the internal conditions of startups and did not extensively consider …

Searching for a unicorn: A machine learning approach towards startup success prediction

C Ünal - 2019 - edoc.hu-berlin.de
The importance of startups for economic dynamism, innovation and competition has been
acknowledged in literature. The highly uncertain and volatile nature of the startup ecosys …

Examining the critical success factors of startup in Thailand using structural equation model

S Nalintippayawong… - 2018 10th …, 2018 - ieeexplore.ieee.org
Startup is a fast-growing business model by funding from investors, however, it also has a
high failure rate and risk. This research aims to examine critical success factors of and their …

Exploring investor-business-market interplay for business success prediction

D Gangwani, X Zhu, B Furht - Journal of big Data, 2023 - Springer
The success of the business directly contributes towards the growth of the nation. Hence it is
important to evaluate and predict whether the business will be successful or not. In this …

Predicting start-up success with machine learning

FRSR Bento - 2017 - search.proquest.com
Start-ups are becoming the motor that moves our economy. Google, Apple, or more recently
Airbnb and Uber are companies with tremendous impact in worldwide economy, social …

[PDF][PDF] Exploring the factors of startup success and growth

J Okrah, A Nepp, E Agbozo - The business & management review, 2018 - cberuk.com
Most developing economies relies heavily on startups, startups has been identified to be the
measure of innovation and development and countries that has more startups have higher …

Factors responsible for the success of a start-up: A meta-analytic approach

AK Pasayat, B Bhowmick, R Roy - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article aims to determine factors crucial for the performance of new ventures by
performing a meta-analysis. It evaluates the performance of machine learning and statistical …

Factors affecting start-up behavior and start-up performance during the COVID-19 pandemic in Indonesia

CA PRAMONO, AH MANURUNG… - The Journal of Asian …, 2021 - koreascience.kr
The worldwide spread of the COVID-19 pandemic has had a severe impact on the global
economy. The COVID-19 pandemic has spread with alarming speed and. The economic …

Harnessing the power of random forest in predicting startup partnership success

C Lukita, N Lutfiani, ARS Panjaitan… - … on Informatics and …, 2023 - ieeexplore.ieee.org
Startups are an important element in innovation and economic growth. However, startup
failure is very high, so investors, governments, and startups need to predict startup success …

Forecasting number of Indian startups using supervised learning regression models

DD Pandya, AK Patel, JM Purohit… - 2023 International …, 2023 - ieeexplore.ieee.org
For regulators and investors, estimating the potential of the Indian market requires
accurately predicting the number of startups in the Indian ecosystem. Startup growth may be …