Zobrazeno 1 - 10
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pro vyhledávání: '"Winkler, David"'
Publikováno v:
Ceramics-Silikáty, Vol 68, Iss 3, Pp 400-408 (2024)
The high biocompatibility, wear resistance, and high surface area-to-volume ratios of calcium phosphate (CaP) nanoparticles make them materials of great interest for a very broad range of medical applications, such as dentistry, drug delivery, biomed
Externí odkaz:
https://doaj.org/article/b48d08eaf8b746bfaa62d05e31007076
Autor:
Kumar, Aayush, Mase, Jimiama Mafeni, Rengasamy, Divish, Rothwell, Benjamin, Torres, Mercedes Torres, Winkler, David A., Figueredo, Grazziela P.
This paper presents an open-source Python toolbox called Ensemble Feature Importance (EFI) to provide machine learning (ML) researchers, domain experts, and decision makers with robust and accurate feature importance quantification and more reliable
Externí odkaz:
http://arxiv.org/abs/2208.04343
Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach
Autor:
Rengasamy, Divish, Mase, Jimiama M., Torres, Mercedes Torres, Rothwell, Benjamin, Winkler, David A., Figueredo, Grazziela P.
With the widespread use of machine learning to support decision-making, it is increasingly important to verify and understand the reasons why a particular output is produced. Although post-training feature importance approaches assist this interpreta
Externí odkaz:
http://arxiv.org/abs/2110.11713
Autor:
Mai, Haoxin, Wen, Xiaoming, Li, Xuying, Dissanayake, Nethmi S.L., Sun, Xueqian, Lu, Yuerui, Le, Tu C., Russo, Salvy P., Chen, Dehong, Winkler, David A., Caruso, Rachel A.
Publikováno v:
In Materials Today May 2024 74:12-21
Autor:
Laurent, Kasey M., Fogg, Bob, Ginsburg, Tobias, Halverson, Casey, Lanzone, Michael, Miller, Tricia A., Winkler, David W., Bewley, Gregory P.
Turbulent winds and gusts fluctuate on a wide range of timescales from milliseconds to minutes and longer, a range that overlaps the timescales of avian flight behavior, yet the importance of turbulence to avian behavior is unclear. By combining wind
Externí odkaz:
http://arxiv.org/abs/2102.12374