Machine learning for survival analysis: A survey

P Wang, Y Li, CK Reddy - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Survival analysis is a subfield of statistics where the goal is to analyze and model data
where the outcome is the time until an event of interest occurs. One of the main challenges …

P2P lending survey: Platforms, recent advances and prospects

H Zhao, Y Ge, Q Liu, G Wang, E Chen… - ACM Transactions on …, 2017 - dl.acm.org
P2P lending is an emerging Internet-based application where individuals can directly
borrow money from each other. The past decade has witnessed the rapid development and …

Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals

JC Kaminski, C Hopp - Small Business Economics, 2020 - Springer
This paper introduces a neural network and natural language processing approach to
predict the outcome of crowdfunding startup pitches using text, speech, and video metadata …

The impact of entrepreneurship orientation on project performance: A machine learning approach

S Sabahi, MM Parast - International Journal of Production Economics, 2020 - Elsevier
Recent studies in project management have shown the important role of entrepreneurship
orientation of the individuals in project performance. Although identifying the role of …

A multi-task learning formulation for survival analysis

Y Li, J Wang, J Ye, CK Reddy - Proceedings of the 22nd ACM SIGKDD …, 2016 - dl.acm.org
Predicting the occurrence of a particular event of interest at future time points is the primary
goal of survival analysis. The presence of incomplete observations due to time limitations or …

Key factors of information management for crowdfunding investor satisfaction

S Ribeiro-Navarrete, D Palacios-Marqués… - International Journal of …, 2021 - Elsevier
Crowdlending platforms are becoming increasingly important as a collective financing
mechanism for entrepreneurs and small and medium-sized enterprises (SMEs), especially …

Twitter sentiment as a weak signal in venture capital financing

A Tumasjan, R Braun, B Stolz - Journal of Business Venturing, 2021 - Elsevier
How do venture capitalists (VCs) incorporate weak and strong signals in the valuation of
technology-based startups? Based on a sociocognitive perspective of signaling theory, we …

Success prediction using random forest, catboost, xgboost and adaboost for kickstarter campaigns

S Jhaveri, I Khedkar, Y Kantharia… - 2019 3rd international …, 2019 - ieeexplore.ieee.org
Kickstarter is a popular crowd-funding platform used by individuals and groups to obtain the
seed amount to implement their business ideas. It is essential for the campaign owners to …

Exploring the effects of social capital on crowdfunding performance: A holistic analysis from the empirical and predictive views

X Zhang, X Liu, X Wang, H Zhao, W Zhang - Computers in Human Behavior, 2022 - Elsevier
In this study, we pay special attention to the effects of social capital in crowdfunding
performance. Previous researches already investigate the influencing factors of …

Using social media to predict the future: a systematic literature review

L Phillips, C Dowling, K Shaffer, N Hodas… - arXiv preprint arXiv …, 2017 - arxiv.org
Social media (SM) data provides a vast record of humanity's everyday thoughts, feelings,
and actions at a resolution previously unimaginable. Because user behavior on SM is a …