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pro vyhledávání: '"Vardakas P"'
Since the 6th Generation (6G) of wireless networks is expected to provide a new level of network services and meet the emerging expectations of the future, it will be a complex and intricate networking system. 6Gs sophistication and robustness will b
Externí odkaz:
http://arxiv.org/abs/2410.23161
Autor:
Christophorou, Christophoros, Ioannou, Iacovos, Vassiliou, Vasos, Christofi, Loizos, Vardakas, John S, Seder, Erin E, Chiasserini, Carla Fabiana, Iordache, Marius, Issaid, Chaouki Ben, Markopoulos, Ioannis, Franzese, Giulio, Järvet, Tanel, Verikoukis, Christos
In the upcoming 6G era, mobile networks must deal with more challenging applications (e.g., holographic telepresence and immersive communication) and meet far more stringent application requirements stemming along the edge-cloud continuum. These new
Externí odkaz:
http://arxiv.org/abs/2403.05277
Unsupervised learning has gained prominence in the big data era, offering a means to extract valuable insights from unlabeled datasets. Deep clustering has emerged as an important unsupervised category, aiming to exploit the non-linear mapping capabi
Externí odkaz:
http://arxiv.org/abs/2402.00608
Silhouette coefficient is an established internal clustering evaluation measure that produces a score per data point, assessing the quality of its clustering assignment. To assess the quality of the clustering of the whole dataset, the scores of all
Externí odkaz:
http://arxiv.org/abs/2401.05831
Estimating the number of clusters k while clustering the data is a challenging task. An incorrect cluster assumption indicates that the number of clusters k gets wrongly estimated. Consequently, the model fitting becomes less important. In this work,
Externí odkaz:
http://arxiv.org/abs/2312.11323
Autor:
Haley K. Andersen, Duncan G. Vardakas, Julie A. Lamothe, Tannis E. A. Perault, Kenneth B. Walsh, Robert B. Laprairie
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract The type 1 cannabinoid receptor (CB1R) mediates neurotransmitter release and synaptic plasticity in the central nervous system. Endogenous, plant-derived, synthetic cannabinoids bind to CB1R, initiating the inhibitory G-protein (Gi) and the
Externí odkaz:
https://doaj.org/article/d71659cbb0bd4ebfacbd131960cfbc84
Autor:
Etienne Minaud, François Rebaudo, Giulia Mainardi, Philippos Vardakas, Fani Hatjina, Ingolf Steffan-Dewenter, Fabrice Requier
Publikováno v:
Ecological Indicators, Vol 169, Iss , Pp 112961- (2024)
Winter losses in honey bee colonies, Apis mellifera, raise concerns both for their critical role in crop pollination and for the sustainability of beekeeping. Beekeepers struggle to limit losses due to a lack of indicators to measure colony health an
Externí odkaz:
https://doaj.org/article/7887f164f41d484eb50a5db0c8be7e60
Autor:
Vardakas, Georgios, Likas, Aristidis
The $k$-means algorithm is a prevalent clustering method due to its simplicity, effectiveness, and speed. However, its main disadvantage is its high sensitivity to the initial positions of the cluster centers. The global $k$-means is a deterministic
Externí odkaz:
http://arxiv.org/abs/2211.12271
Publikováno v:
Biomass, Vol 4, Iss 3, Pp 647-657 (2024)
Nowadays, the circular economy trend drives researchers in the recovery of various bioactive compounds from agri-food by-products. Enzyme-assisted extraction (EAE) has been shown to be an innovative green technology for the effective extraction of va
Externí odkaz:
https://doaj.org/article/ceeb982dd767442081d9e18cfd4e0721
Autor:
Christos Konstantinidis, Sotiris Plakoutsis, Charilaos Galanis, Vasileios Panagiotopoulos, Christos Kotsias, Konstantinos Konidaris, Dimitrios Vardakas and Dimitrios Giotis
Publikováno v:
International Journal of Caring Sciences, Vol 17, Iss 1, Pp 143-149 (2024)
Effectiveness of Pelvic Binders in Pre-Hospital Emergency Care: A Systematic Review of the Literature
Externí odkaz:
https://doaj.org/article/c76bdd62f3454570ba85196a6994cf12