Zobrazeno 1 - 10
of 111
pro vyhledávání: '"Fawaz, Ali"'
Deep learning models have been shown to be a powerful solution for Time Series Classification (TSC). State-of-the-art architectures, while producing promising results on the UCR and the UEA archives , present a high number of trainable parameters. Th
Externí odkaz:
http://arxiv.org/abs/2409.02869
Autor:
Middlehurst, Matthew, Ismail-Fawaz, Ali, Guillaume, Antoine, Holder, Christopher, Rubio, David Guijo, Bulatova, Guzal, Tsaprounis, Leonidas, Mentel, Lukasz, Walter, Martin, Schäfer, Patrick, Bagnall, Anthony
aeon is a unified Python 3 library for all machine learning tasks involving time series. The package contains modules for time series forecasting, classification, extrinsic regression and clustering, as well as a variety of utilities, transformations
Externí odkaz:
http://arxiv.org/abs/2406.14231
The development of generative artificial intelligence for human motion generation has expanded rapidly, necessitating a unified evaluation framework. This paper presents a detailed review of eight evaluation metrics for human motion generation, highl
Externí odkaz:
http://arxiv.org/abs/2405.07680
Over the past decade, Time Series Classification (TSC) has gained an increasing attention. While various methods were explored, deep learning - particularly through Convolutional Neural Networks (CNNs)-stands out as an effective approach. However, du
Externí odkaz:
http://arxiv.org/abs/2311.14534
Two grapes irradiated inside a microwave (MW) oven typically produce a series of sparks and can ignite a violent plasma. The underlying cause of the plasma has been attributed to the formation of morphological-dependent resonances (MDRs) in the aqueo
Externí odkaz:
http://arxiv.org/abs/2311.03951
Autor:
Ismail-Fawaz, Ali, Fawaz, Hassan Ismail, Petitjean, François, Devanne, Maxime, Weber, Jonathan, Berretti, Stefano, Webb, Geoffrey I., Forestier, Germain
Time series data can be found in almost every domain, ranging from the medical field to manufacturing and wireless communication. Generating realistic and useful exemplars and prototypes is a fundamental data analysis task. In this paper, we investig
Externí odkaz:
http://arxiv.org/abs/2309.16353
Autor:
Ismail-Fawaz, Ali, Dempster, Angus, Tan, Chang Wei, Herrmann, Matthieu, Miller, Lynn, Schmidt, Daniel F., Berretti, Stefano, Weber, Jonathan, Devanne, Maxime, Forestier, Germain, Webb, Geoffrey I.
The measurement of progress using benchmarks evaluations is ubiquitous in computer science and machine learning. However, common approaches to analyzing and presenting the results of benchmark comparisons of multiple algorithms over multiple datasets
Externí odkaz:
http://arxiv.org/abs/2305.11921
Publikováno v:
ELT Worldwide: Journal of English Language Teaching, Vol 11, Iss 1, Pp 155-172 (2024)
Applied linguists address translanguaging from a variety of angles to comprehend its effectiveness, applicability, and how it supports or undermines social and educational goals in various bilingual and multilingual environments around the world. A s
Externí odkaz:
https://doaj.org/article/483ddd14ac4b458c8a5c0a673a29430b
Autor:
Al THAWABIEH, Fawaz Ali1 Fawaz.thawabieh@mcbs.edu.om
Publikováno v:
Quality - Access to Success. Sep2024, Vol. 25 Issue 202, p242-252. 11p.
Autor:
Fawaz, Ali
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Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-40192