Zobrazeno 1 - 10
of 501
pro vyhledávání: '"Neural architecture search (NAS)"'
Publikováno v:
IEEE Access, Vol 12, Pp 127074-127085 (2024)
Neural Architecture Search (NAS) has proven valuable in many applications such as computer vision. However, its true potential is unveiled when applied to less-explored domains. In this work, we study NAS for addressing problems in diverse fields whe
Externí odkaz:
https://doaj.org/article/ba6c08b1bc7241748f36080541dedb4e
Publikováno v:
IEEE Access, Vol 12, Pp 121822-121836 (2024)
Source Device Identification (SDI) is pivotal in multimedia forensics, as it entails the recognition of the device that captured a specific image or video. This paper introduces an innovative SDI method using log-Mel spectrograms from video audio, em
Externí odkaz:
https://doaj.org/article/c5051aca414944058a69f763aae61294
Publikováno v:
IEEE Access, Vol 12, Pp 7674-7688 (2024)
The transition to a near-zero-emission power and energy industry for facing up to global warming issues is dominated by the use of renewable energy resources such as bioenergy and solar energy. When these resources are coordinated within an energy hu
Externí odkaz:
https://doaj.org/article/bb628250c1224f3cb90c17e93c18a754
Publikováno v:
Remote Sensing, Vol 16, Iss 17, p 3123 (2024)
In view of the complexity and diversity of hyperspectral images (HSIs), the classification task has been a major challenge in the field of remote sensing image processing. Hyperspectral classification (HSIC) methods based on neural architecture searc
Externí odkaz:
https://doaj.org/article/7eb8e4a70fcf4365a0af7f5012c61efb
Autor:
Zhi-Yong Zhang, Chun-Xia Yan, Qiao-Mei Min, Yu-Xiang Zhang, Wen-Fan Jing, Wen-Xuan Hou, Ke-Yang Pan
Publikováno v:
Bioengineering, Vol 11, Iss 7, p 674 (2024)
Dental age estimation is extensively employed in forensic medicine practice. However, the accuracy of conventional methods fails to satisfy the need for precision, particularly when estimating the age of adults. Herein, we propose an approach for age
Externí odkaz:
https://doaj.org/article/165db64688f34700baee660be40de7b7
Publikováno v:
BMC Biology, Vol 21, Iss 1, Pp 1-14 (2023)
Abstract Background Intrinsically disordered regions (IDRs) are widely distributed in proteins and related to many important biological functions. Accurately identifying IDRs is of great significance for protein structure and function analysis. Becau
Externí odkaz:
https://doaj.org/article/03754250f9fa47a7bf7d3a64fc9668f8
Autor:
Sinee Chaiyarin, Napassorn Rojbundit, Panichanok Piyabenjarad, Pimpattra Limpitigranon, Siraprapa Wisitthipakdeekul, Pawaree Nonthasaen, Paniti Achararit
Publikováno v:
Informatics in Medicine Unlocked, Vol 50, Iss , Pp 101565- (2024)
In this article we examined research on using neural architecture search (NAS) in medical applications, prompted by the current shortage of health care professionals relative to patient volumes. We explored the current state of NAS development in var
Externí odkaz:
https://doaj.org/article/2f9311914a5943369e8d23a6ffb2703d
Publikováno v:
IEEE Access, Vol 11, Pp 65977-65990 (2023)
This paper addresses the face recognition task for offline mobile applications. Using AutoML techniques, a novel technological framework is proposed to develop a fast neural network-based facial feature extractor for a concrete device. First, the Onc
Externí odkaz:
https://doaj.org/article/ef410003438440b988c9affb0b86ca54
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 31, Pp 1075-1085 (2023)
With the improvement of quality of life, people are more and more concerned about the quality of sleep. The electroencephalogram (EEG)-based sleep stage classification is a good guide for sleep quality and sleep disorders. At this stage, most automat
Externí odkaz:
https://doaj.org/article/2ed0b46d76984979a6ca53a3b40f460e
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