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pro vyhledávání: '"Anwar, Saif"'
Existing local Explainable AI (XAI) methods, such as LIME, select a region of the input space in the vicinity of a given input instance, for which they approximate the behaviour of a model using a simpler and more interpretable surrogate model. The s
Externí odkaz:
http://arxiv.org/abs/2408.10085
The trustworthiness of Machine Learning (ML) models can be difficult to assess, but is critical in high-risk or ethically sensitive applications. Many models are treated as a `black-box' where the reasoning or criteria for a final decision is opaque
Externí odkaz:
http://arxiv.org/abs/2407.07521
Akademický článek
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Autor:
Anwar, Saif1 docsibi33@gmail.com, Sivalingam, Balaji2, Vijayakumar, Nyklesh3, K., Vivek4, Perumal, Lavanya P. K.5, Prabha, Esai A.6
Publikováno v:
Journal of Pharmacy & Bioallied Sciences. 2022 Supplement, Vol. 14, pS796-S801. 6p.
Publikováno v:
EAI Endorsed Transactions on Mobile Communications and Applications, Vol 6, Iss 17 (2021)
Optimizing the performance of TCP in wireless networks in a changing network condition is a highlychallenging issue. The lack of information at the TCP layer about the link quality will result in inaccuratetransmission rate. Therefore, TCP needs to h
Externí odkaz:
https://doaj.org/article/e07de8baef7f4e61ac25f8c49c78d4e2
Autor:
Rasha Al-Arasi, Anwar Saif
Publikováno v:
EAI Endorsed Transactions on Cloud Systems, Vol 6, Iss 17 (2020)
Cloud computing delivers computing resources like software and hardware as a service to the users through a network.Due to the scale of the modern datacentres and their dynamic resources provisioning nature, we need efficient schedulingtechniques to
Externí odkaz:
https://doaj.org/article/58ba3d73623845769761d1f0cfafe4db
Autor:
Minoglou, Kyriaki, Karafolas, Nikos, Cugny, Bruno, Ntanos, Argiris, Lyras, Nikolaos, Zavitsanos, Dimitris, Anwar, Saif, Alia, Obada, Giannoulis, Giannis, Kanellos, George, Panagopoulos, Athanasios, Avramopoulos, Hercules
Publikováno v:
Proceedings of SPIE; September 2023, Vol. 12777 Issue: 1 p127772N-127772N-15, 12649444p
Autor:
Anwar Saif, Mohamed Othman, Mohamed A. Alrshah, Fatoumata Sorra, Fakrul Hakim, Monir Abdullah
Publikováno v:
2019 First International Conference of Intelligent Computing and Engineering (ICOICE).
Frame Aggregation schemes defined by IEEE 802.11n is the combination of the Aggregate MAC Service Data Unit (A-MSDU) and MAC Protocol Data Unit (A- MPDU). The units are aimed at maximizing Wireless Local Area Networks (WLANs) efficiency at Media Acce
Autor:
Rasha Ali Al-Arasi, Anwar Saif
Publikováno v:
INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY. 17:7236-7246
Nowadays, cloud computing makes it possible for users to use the computing resources like application, software, and hardware, etc., on pay as use model via the internet. One of the core and challenging issue in cloud computing is the task scheduling
Publikováno v:
International Journal of Computer Network and Information Security. 10:12-22