Predicting fundraising performance in medical crowdfunding campaigns using machine learning

N Peng, X Zhou, B Niu, Y Feng - Electronics, 2021 - mdpi.com
The coronavirus disease (COVID-19) pandemic has flooded public health organizations
around the world, highlighting the significance and responsibility of medical crowdfunding in …

[HTML][HTML] Machine learning and feature representation approaches to predict stress-strain curves of additively manufactured metamaterials with varying structure and …

Q Liu, D Wu - Materials & Design, 2024 - Elsevier
Lattice structures, one type of mechanical metamaterials, exhibit excellent mechanical
properties such as a high strength-to-weight ratio and energy absorption capacity. However …

Human-In-The-Loop Based Success Rate Prediction for Medical Crowdfunding

Y Zhou, Y Ma, X Tang, J Wang, N Zheng - IFIP International Conference …, 2024 - Springer
Medical crowdfunding serves as a pivotal means of donor-driven funding to assist
individuals unable to afford medical expenses. However, challenges such as a low success …

[HTML][HTML] Error and Timeliness Analysis for Using Machine Learning to Predict Asthma Hospital Visits: Retrospective Cohort Study

X Zhang, G Luo - JMIR Medical Informatics, 2022 - medinform.jmir.org
Background Asthma hospital visits, including emergency department visits and inpatient
stays, are a significant burden on health care. To leverage preventive care more effectively …

An ensemble deep learning approach to explore the impact of enticement, engagement and experience in reward based crowdfunding

A Srinivasan - 2020 - papers.ssrn.com
The exponential growth and ubiquity of the Internet since its advent have led emerging
entrepreneurs to seek new avenues of financial support for funding their innovations …

Comparative Analysis of Machine Learning and Sequential Deep learning Models in Higher Education Fundraising

A Umeki - 2022 - dspace.library.uvic.ca
Deep learning models have been used widely in various areas and applications of our
everyday lives. They could also change the way non-profit organizations work and help …

[PDF][PDF] The Contribution of Crowdfunding for Philanthropy

C van Teunenbroeka, C Dalla Chiesab, L Hessec - researchgate.net
Which key mechanisms are central to giving via philanthropic crowdfunding? Philanthropic
crowdfunding refers to donation-and reward-based crowdfunding, an academic field in …

[PDF][PDF] Generating Songs with Structure in Automatic Composition Based on Deep Learning

SH Chung, SH Jung - 디지털콘텐츠학회논문지 (J. DCS), 2021 - journal.dcs.or.kr
Although many deep learning based automatic music composition systems have been
studied, it is hard to find a song generation system with the structure of songs. This paper …

딥러닝 기반 자동작곡에서 구성을 갖춘 곡 생성방법

정석환, 정성훈 - 디지털콘텐츠학회논문지, 2021 - dbpia.co.kr
딥러닝 기반 자동작곡 방법이 많이 연구되고 있으나 곡의 구성을 갖춘 곡을 생성하는 방법은
거의 없는 실정이다. 이에 본 논문에서는 딥러닝 기반 자동작곡에서 곡 구성 정보를 함께 …