no code implementations • 13 Feb 2022 • Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua
The reported results that have the same number of maximum epochs (75), and are the average of 5-fold cross-validation, indicate that ReduceLRonPlateau converges faster while maintaining a similar or even better loss score on the validation set when compared to OneCycleLR.
no code implementations • 10 Mar 2021 • Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua, Yassine Himeur
Machine learning and computer vision techniques have grown rapidly in recent years due to their automation, suitability, and ability to generate astounding results.
no code implementations • 10 Mar 2021 • Ayman Al-Kababji, Abbes Amira, Faycal Bensaali, Abdulah Jarouf, Lisan Shidqi, Hamza Djelouat
Fall detection is a serious healthcare issue that needs to be solved.
no code implementations • 9 Feb 2021 • Yassine Himeur, Abdullah Alsalemi, Ayman Al-Kababji, Faycal Bensaali, Abbes Amira, Christos Sardianos, George Dimitrakopoulos, Iraklis Varlamis
Recommender systems have significantly developed in recent years in parallel with the witnessed advancements in both internet of things (IoT) and artificial intelligence (AI) technologies.
no code implementations • 14 Sep 2020 • Yassine Himeur, Abdullah Alsalemi, Ayman Al-Kababji, Faycal Bensaali, Abbes Amira
Recently, tremendous interest has been devoted to develop data fusion strategies for energy efficiency in buildings, where various kinds of information can be processed.
no code implementations • 25 Jun 2020 • Abdullateef Almohamad, Anas M. Tahir, Ayman Al-Kababji, Haji M. Furqan, Tamer Khattab, Mazen O. Hasna, Huseyin Arslan
In this paper, we conduct a comprehensive literature review on the RIS-assisted PLS for future wireless communications.