Zobrazeno 1 - 10
of 1 440
pro vyhledávání: '"Alaeddine, A."'
In this paper, we propose a new approaches for low rank approximation of quaternion tensors \cite{chen2019low,zhang1997quaternions,hamilton1866elements}. The first method uses quasi-norms to approximate the tensor by a low-rank tensor using the QT-pr
Externí odkaz:
http://arxiv.org/abs/2409.10724
In recent years, numerous large-scale cyberattacks have exploited Internet of Things (IoT) devices, a phenomenon that is expected to escalate with the continuing proliferation of IoT technology. Despite considerable efforts in attack detection, intru
Externí odkaz:
http://arxiv.org/abs/2408.14045
This paper explores the extension of dimension reduction (DR) techniques to the multi-dimension case by using the Einstein product. Our focus lies on graph-based methods, encompassing both linear and nonlinear approaches, within both supervised and u
Externí odkaz:
http://arxiv.org/abs/2403.18171
This study introduces a novel technique for multi-view clustering known as the "Consensus Graph-Based Multi-View Clustering Method Using Low-Rank Non-Convex Norm" (CGMVC-NC). Multi-view clustering is a challenging task in machine learning as it requi
Externí odkaz:
http://arxiv.org/abs/2312.11157
Autor:
Günther, Michael, Ong, Jackmin, Mohr, Isabelle, Abdessalem, Alaeddine, Abel, Tanguy, Akram, Mohammad Kalim, Guzman, Susana, Mastrapas, Georgios, Sturua, Saba, Wang, Bo, Werk, Maximilian, Wang, Nan, Xiao, Han
Text embedding models have emerged as powerful tools for transforming sentences into fixed-sized feature vectors that encapsulate semantic information. While these models are essential for tasks like information retrieval, semantic clustering, and te
Externí odkaz:
http://arxiv.org/abs/2310.19923
Autor:
Ziyad Younsi, Hichem Bencherif, Faycal Meddour, P. Sasikumar, Alaeddine Zereg, Vimalan Mark, R. Perumal
Publikováno v:
Discover Materials, Vol 4, Iss 1, Pp 1-17 (2024)
Abstract The field of photovoltaics relies heavily on compound semiconductors, particularly those based on selenium. However, challenges in maintaining stoichiometry and the scarcity of elements like Indium and Gallium hinder their widespread adoptio
Externí odkaz:
https://doaj.org/article/df4dedde0a13488a9964cb36544167b6
Autor:
Osama R. Shahin, Karim Gasmi, Moez Krichen, Meznah A. Alamro, Alaeddine Mihoub, Lassaad Ben Ammar, Mohammed Abdullah Tawashi
Publikováno v:
Alexandria Engineering Journal, Vol 109, Iss , Pp 58-70 (2024)
Blood testing is widely regarded as a fundamental diagnostic procedure in healthcare, with blood cell counting being particularly vital for diagnosing conditions and evaluating overall health. Traditional methods employing hemocytometers and diverse
Externí odkaz:
https://doaj.org/article/5bd101426b914f6788da0d38c71efbef
In this study we investigate the heat load patterns in one building using multi-step forecasting model. We combine the Autoregressive models that use multiple eXogenous variables (ARX) with Seasonally adaptable Time of Week and Climate dependent mode
Externí odkaz:
http://arxiv.org/abs/2309.11504
Publikováno v:
AIMS Environmental Science, Vol 11, Iss 5, Pp 703-722 (2024)
Health performance and well-being are crucial elements of Saudi Arabia's Vision 2030, aiming to improve the overall quality of life and promote a prosperous community. Within this context, this study intended to examine the impact of recent innovatio
Externí odkaz:
https://doaj.org/article/8952148e2f9d456090f2424a30b22894
Multi-view clustering has been widely used in recent years in comparison to single-view clustering, for clear reasons, as it offers more insights into the data, which has brought with it some challenges, such as how to combine these views or features
Externí odkaz:
http://arxiv.org/abs/2303.08582