Zobrazeno 1 - 10
of 60 350
pro vyhledávání: '"A. Sale"'
Publikováno v:
Journal of Applied Sciences and Environmental Management, Vol 28, Iss 10 (2024)
Ensuring data security is an essential priority to be put forward once there will be a digital transmission between any two or more targeted audience. Hence, the objective of this paper was to propose a better data security model for a protective inf
Externí odkaz:
https://doaj.org/article/d6e8a84720cd4cac920b7557719a58f9
Publikováno v:
Arid Zone Journal of Engineering, Technology and Environment, Vol 18, Iss 4, Pp 611-622 (2022)
Invasive species are recognized as one of the main causes of erosion of global biodiversity which represent one of the major environmental challenges of the 21st century. Typha is among the fifth most invasive species in West Africa, Nigeria included
Externí odkaz:
https://doaj.org/article/411e90a4cbf740098e6a741cddeb2861
We present a novel approach to uncertainty quantification in classification tasks based on label-wise decomposition of uncertainty measures. This label-wise perspective allows uncertainty to be quantified at the individual class level, thereby improv
Externí odkaz:
http://arxiv.org/abs/2406.02354
Uncertainty representation and quantification are paramount in machine learning and constitute an important prerequisite for safety-critical applications. In this paper, we propose novel measures for the quantification of aleatoric and epistemic unce
Externí odkaz:
http://arxiv.org/abs/2404.12215
Autor:
Rodemann, Julian, Croppi, Federico, Arens, Philipp, Sale, Yusuf, Herbinger, Julia, Bischl, Bernd, Hüllermeier, Eyke, Augustin, Thomas, Walsh, Conor J., Casalicchio, Giuseppe
Bayesian optimization (BO) with Gaussian processes (GP) has become an indispensable algorithm for black box optimization problems. Not without a dash of irony, BO is often considered a black box itself, lacking ways to provide reasons as to why certa
Externí odkaz:
http://arxiv.org/abs/2403.04629
Autor:
Qaisar, Muhammad Umar Farooq, Yuan, Weijie, Bellavista, Paolo, Han, Guangjie, Zakariyya, Rabiu Sale, Ahmed, Adeel
The internet of things (IoT) based wireless sensor networks (WSNs) face an energy shortage challenge that could be overcome by the novel wireless power transfer (WPT) technology. The combination of WSNs and WPT is known as wireless rechargeable senso
Externí odkaz:
http://arxiv.org/abs/2402.10873
Uncertainty quantification is a critical aspect of machine learning models, providing important insights into the reliability of predictions and aiding the decision-making process in real-world applications. This paper proposes a novel way to use var
Externí odkaz:
http://arxiv.org/abs/2401.00276
In the past couple of years, various approaches to representing and quantifying different types of predictive uncertainty in machine learning, notably in the setting of classification, have been proposed on the basis of second-order probability distr
Externí odkaz:
http://arxiv.org/abs/2312.00995
Autor:
Tize Tize, Patrice Zemko Ngatsi, Sylvère Landry Lontsi Dida, Apollinaire Njome Toka, Thierry Songwe Atindo, Eric Biyo’a Ndongo, Charles Sale Essome, Bekolo Ndongo
Publikováno v:
Innovations in Agriculture, Vol 7, Iss , Pp 1-9 (2024)
Anthracnose disease is one of the major causes of yield losses around 45 to 85% in cowpea crops production in Cameroon. Synthetic fungicides are commonly used for diseases management, yet concerns exist regarding their cost effectiveness and environm
Externí odkaz:
https://doaj.org/article/1206591b24094d98ad6c0cc0a1c3c247
Autor:
Eric K. C. Wong, Peter M. Hoang, Andrew Kouri, Sandeep Gill, Yu Qing Huang, Janice C. Lee, Sophie M. Weiss, Raymond Daniel, Jessie McGowan, Krystle Amog, Joanna E. M. Sale, Wanrudee Isaranuwatchai, David M. J. Naimark, Andrea C. Tricco, Sharon E. Straus
Publikováno v:
BMC Medicine, Vol 22, Iss 1, Pp 1-22 (2024)
Abstract Background Geriatric rehabilitation is a multidisciplinary intervention that promotes functional recovery in older adults. Our objective was to assess the efficacy of geriatric rehabilitation in inpatient and geriatric day hospital settings.
Externí odkaz:
https://doaj.org/article/de7ddf3f6d9e48d0b24729f08c3ae281