Zobrazeno 1 - 10
of 34
pro vyhledávání: '"Asef Nazari"'
Publikováno v:
Earth's Future, Vol 11, Iss 3, Pp n/a-n/a (2023)
Abstract We developed a machine learning based surrogate model to identify sustainability pathways through rapid scenario generation and defined the safe operating space for achieving them via scenario discovery. We trained a surrogate model to repli
Externí odkaz:
https://doaj.org/article/d6a5e5d9495e4d7baa2f633543376ca1
Publikováno v:
Algorithms, Vol 15, Iss 11, p 428 (2022)
The total capital in cryptocurrency markets is around two trillion dollars in 2022, which is almost the same as Apple’s market capitalisation at the same time. Increasingly, cryptocurrencies have become established in financial markets with an enor
Externí odkaz:
https://doaj.org/article/7b207054c2c14fd3865afbd921487aa5
Publikováno v:
Algorithms, Vol 14, Iss 8, p 219 (2021)
The increasing demand for work-ready students has heightened the need for universities to provide work integrated learning programs to enhance and reinforce students’ learning experiences. Students benefit most when placements meet their academic r
Externí odkaz:
https://doaj.org/article/bafd4c267a7641f391933b770cfb5b3b
Publikováno v:
Algorithms, Vol 13, Iss 10, p 252 (2020)
Automated deployment of software components into hardware resources is a highly constrained optimisation problem. Hardware memory limits which components can be deployed into the particular hardware unit. Interacting software components have to be de
Externí odkaz:
https://doaj.org/article/4f6cdb1d2e2e454fb57eacae1efb8c2e
Publikováno v:
IEEE Transactions on Engineering Management. 69:3240-3252
This article considers the problem of cyclic flow shop (CFS) scheduling problems in robotic cells deploying several single and dual gripper robots. In this problem, different part types are successively processed on multiple machines with different p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b664e2e52c9d1cd3eafcf87bc7afd6f1
https://doi.org/10.1109/tem.2020.3037371
https://doi.org/10.1109/tem.2020.3037371
Autor:
Martino E. Malerba, Jodi Rowley, Peter Macreadie, James Frazer, Nicholas Wright, Nayyar Zaidi, Asef Nazari, Dhananjay Thiruvady, Don Driscoll
Artificial waterbodies can help tackle the ongoing freshwater biodiversity crisis by providing new habitat for aquatic wildlife. Farm dams are among the most abundant artificial waterbodies in agricultural landscapes, yet general guidelines for maxim
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3073ec73a4a2f79ec7725843a6d908e8
https://doi.org/10.22541/au.168016694.49331642/v1
https://doi.org/10.22541/au.168016694.49331642/v1
Publikováno v:
Proceedings of the 31st ACM International Conference on Information & Knowledge Management.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::403089276a2e87034700a22e1a1f9a34
https://doi.org/10.1145/3511808.3557534
https://doi.org/10.1145/3511808.3557534
Autor:
Tanya Boone-Sifuentes, Asef Nazari, Imran Razzak, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Daniel Ierodiaconou, Elizabeth S. Oh
Publikováno v:
Proceedings of the 31st ACM International Conference on Information & Knowledge Management.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::309543d787f9f18664770385d36d2c8e
https://doi.org/10.1145/3511808.3557634
https://doi.org/10.1145/3511808.3557634
Autor:
Asef Nazari, Antonio Robles-Kelly
Publikováno v:
DICTA
In this paper, we incorporate the Barzilai-Borwein [2] step size into gradient descent methods used to train deep networks. This allows us to adapt the learning rate using a two-point approximation to the secant equation which quasi-Newton methods ar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5227e94d1a2f7d246c26f7393d540791