Zobrazeno 1 - 10
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pro vyhledávání: '"Hughes, Charles A."'
Autor:
Mengel, Tanner, Steffanic, Patrick, Hughes, Charles, Da Silva, Antonio Carlos Oliveira, Nattrass, Christine
Jet measurements in heavy ion collisions at low jet momentum can provide constraints on the properties of the quark gluon plasma but are overwhelmed by a significant, fluctuating background. We build upon our previous work which demonstrated the abil
Externí odkaz:
http://arxiv.org/abs/2402.10945
Autor:
Ali, Kamran, Hughes, Charles E.
The development of transformer-based models has resulted in significant advances in addressing various vision and NLP-based research challenges. However, the progress made in transformer-based methods has not been effectively applied to biosensing re
Externí odkaz:
http://arxiv.org/abs/2308.14160
Interpretable Machine Learning Methods Applied to Jet Background Subtraction in Heavy Ion Collisions
Autor:
Mengel, Tanner, Steffanic, Patrick, Hughes, Charles, da Silva, Antonio Carlos Oliveira, Nattrass, Christine
Publikováno v:
PhysRevC.108.L021901(2023)6
Jet measurements in heavy ion collisions can provide constraints on the properties of the quark gluon plasma, but the kinematic reach is limited by a large, fluctuating background. We present a novel application of symbolic regression to extract a fu
Externí odkaz:
http://arxiv.org/abs/2303.08275
In many scenarios, 1) data streams are generated in real time; 2) labeled data are expensive and only limited labels are available in the beginning; 3) real-world data is not always i.i.d. and data drift over time gradually; 4) the storage of histori
Externí odkaz:
http://arxiv.org/abs/2205.13066
Autor:
Africa, Robert E., Dunmire, Amber M., Johnson, Austin L., Quadri, Nadia Z., Pine, Harold S., Hughes, Charles A., McKinnon, Brian J., Hajiyev, Yusif
Publikováno v:
In American Journal of Otolaryngology--Head and Neck Medicine and Surgery January-February 2025 46(1)
Mobile user profiling refers to the efforts of extracting users' characteristics from mobile activities. In order to capture the dynamic varying of user characteristics for generating effective user profiling, we propose an imitation-based mobile use
Externí odkaz:
http://arxiv.org/abs/2203.06550
In this paper, we study the problem of mobile user profiling, which is a critical component for quantifying users' characteristics in the human mobility modeling pipeline. Human mobility is a sequential decision-making process dependent on the users'
Externí odkaz:
http://arxiv.org/abs/2101.02634
Autor:
Rossi, Nicholas A., Benavidez, Mia, Nuti, Shiva A., Hajiyev, Yusif, Hughes, Charles A., Pine, Harold S.
Publikováno v:
In International Journal of Pediatric Otorhinolaryngology January 2024 176
Autor:
Ali, Kamran, Hughes, Charles E.
Publikováno v:
In Biomedical Signal Processing and Control April 2025 102
Publikováno v:
Phys. Rev. C 106, 2022, 044915
Jets produced in high energy heavy ion collisions are quenched by the quark gluon plasma. Measurements of these jets are influenced by the methods used to suppress and subtract the large, fluctuating background and the assumptions inherent in these m
Externí odkaz:
http://arxiv.org/abs/2005.02320