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pro vyhledávání: '"Tola, AT"'
Graph embeddings play a critical role in graph representation learning, allowing machine learning models to explore and interpret graph-structured data. However, existing methods often rely on opaque, high-dimensional embeddings, limiting interpretab
Externí odkaz:
http://arxiv.org/abs/2410.01778
Graph Neural Networks (GNNs) have revolutionized the domain of graph representation learning by utilizing neighborhood aggregation schemes in many popular architectures, such as message passing graph neural networks (MPGNNs). This scheme involves ite
Externí odkaz:
http://arxiv.org/abs/2410.02158
Over the past decade, Graph Neural Networks (GNNs) have transformed graph representation learning. In the widely adopted message-passing GNN framework, nodes refine their representations by aggregating information from neighboring nodes iteratively.
Externí odkaz:
http://arxiv.org/abs/2410.01802
Autor:
Tola, Dagne Wordofa, Bekele, Mulugeta
The study of nonequilibrium steady-state (NESS) in the Ising model offers rich insights into the properties of complex systems far from equilibrium. This paper explores the nature of NESS phase transitions in two-dimensional (2D) ferromagnetic Ising
Externí odkaz:
http://arxiv.org/abs/2403.06162
Autor:
Tola, Daniella
Integrating robot systems into manufacturing lines is a time-consuming process. In the era of digitalization, the research and development of new technologies is crucial for improving integration processes. Numerous challenges, including the lack of
Externí odkaz:
http://arxiv.org/abs/2401.02227
Autor:
Guantay CD, Mena-García L, Tola-Arribas MÁ, Garea García-Malvar MJ, Yugueros Fernández MI, Mayo-Iscar A, Pastor JC
Publikováno v:
Eye and Brain, Vol Volume 16, Pp 89-100 (2024)
Carla D Guantay,1,2 Laura Mena-García,1 Miguel Ángel Tola-Arribas,3,4 María José Garea García-Malvar,3 María Isabel Yugueros Fernández,3 Agustín Mayo-Iscar,1,5 José Carlos Pastor1,2 1Instituto Universitario de Oftalmobiología Aplicada (IOBA
Externí odkaz:
https://doaj.org/article/4f70c6bc42404d4b84b273ddca2897d7
Publikováno v:
BMC Microbiology, Vol 24, Iss 1, Pp 1-18 (2024)
Abstract The emergence of Multidrug-resistant (MDR) bacteria are becoming a major worldwide health concern, encouraging the development effective alternatives to conventional antibiotics. The study identified P. aeruginosa and assessed its antimicrob
Externí odkaz:
https://doaj.org/article/3b01f6e8720a4c798f7f5ffa18ca8837
Autor:
Tola Bekene Bedada, M.F. Machaba
Publikováno v:
Education Inquiry, Vol 15, Iss 4, Pp 503-526 (2024)
This article presents an instructional technology-based cycle model intended to support and facilitate the teaching and learning of mathematics, particularly calculus. The study used quantitative methods with quasi-experimental research that uses non
Externí odkaz:
https://doaj.org/article/7fb8228ffa074b77beb47386db877d26
Autor:
Tola, Daniella, Corke, Peter
As the complexity of robot systems increases, it becomes more effective to simulate them before deployment. To do this, a model of the robot's kinematics or dynamics is required, and the most commonly used format is the Unified Robot Description Form
Externí odkaz:
http://arxiv.org/abs/2308.00514
Publikováno v:
Jurnal Kedokteran dan Kesehatan, Vol 11, Iss 3, Pp 381-393 (2024)
Type 2 diabetes mellitus (type 2 DM) is a disease including on metabolic disorder that characterized by an increase in glucose levels above normal. This glucose increase is caused by reduced insulin function which can be in the form of abnormalities
Externí odkaz:
https://doaj.org/article/a4a68f09217c44ce995aee347e5b965e