A novel machine learning approach for evaluation of public policies: An application in relation to the performance of university researchers
Sign Up to like & getrecommendations! Published in 2019 at "Technological Forecasting and Social Change"
DOI: 10.1016/j.techfore.2019.119756
Abstract: Research has become the main reference point for academic life in modern universities. Research incentives have been a controversial issue, because of the difficulty of identifying who are the main beneficiaries and what are the… read more here.
Keywords: machine learning; learning approach; novel machine; performance ... See more keywords
Novel Machine Learning Techniques for Classification of Rolling Bearings
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3431040
Abstract: Rolling bearing faults frequently cause rotating equipment failure, leading to costly downtime and maintenance expenses. As a result, researchers have focused on developing effective methods for diagnosing these faults. In this paper, we explore the… read more here.
Keywords: learning techniques; machine learning; techniques classification; machine ... See more keywords
A Novel Machine Learning Algorithm With Mathematical Modeling for Channel Estimation in VLC Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2025.3563156
Abstract: In visible light communications (VLC), signal-dependent shot noise (SDSN) significantly impacts the accuracy of channel estimation. This letter introduces a simple yet novel machine learning-based estimator to overcome this challenge. A mathematical framework for the… read more here.
Keywords: novel machine; channel estimation; learning algorithm; machine learning ... See more keywords
A Novel Machine Perfusion System for Enhancing Hepatic Microcirculation Perfusion.
Sign Up to like & getrecommendations! Published in 2024 at "Artificial organs"
DOI: 10.1111/aor.14930
Abstract: BACKGROUND Machine perfusion is a promising strategy for safeguarding liver transplants donated after cardiac death (DCD). In this study, we developed and validated a novel machine perfusion approach for mitigating risk factors and salvaging severe… read more here.
Keywords: novel machine; perfusion; perfusion system; machine perfusion ... See more keywords
Novel Machine Learning Model Uncovers Key Prostate Cancer Pathways.
Sign Up to like & getrecommendations! Published in 2021 at "Cancer discovery"
DOI: 10.1158/2159-8290.cd-rw2021-140
Abstract: A biologically informed sparse neural network, P-NET, revealed previously unknown potential drivers. read more here.
Keywords: model uncovers; novel machine; cancer; uncovers key ... See more keywords