The use of telepresence robots in educational settings offers a promising solution for students who are unable to attend classes in person due to illness, disability, or other barriers. However, the extent to which th...
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Image detection plays a vital role in digital image processing and artificial intelligence, with applications ranging from security surveillance to autonomous vehicles and medical image analysis. This study employs a ...
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ISBN:
(数字)9798331517601
ISBN:
(纸本)9798331517618
Image detection plays a vital role in digital image processing and artificial intelligence, with applications ranging from security surveillance to autonomous vehicles and medical image analysis. This study employs a qualitative approach to review the performance of image detection algorithms, focusing on deep learning methods such as YOLO, SSD, and CNN. Through computational experiments using quantitative data, this research provides performance comparisons based on accuracy, precision, recall, and computational efficiency. The results highlight YOLO’s superior performance in terms of both accuracy ($\mathbf{9 2} .5 \%$) and inference speed (75.2 fps), making it suitable for real-time applications. This study contributes by addressing the gap in balancing computational efficiency and adaptability for real-world applications.
Healthcare organizations are bound to face a multitude of challenges;quite special demands are directed to the data processing. This paper proposes a methodology for adopting security management principles in health s...
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In recent years, traditional Hospital facilities are adopting new technologies. Smart Hospitals mostly utilize the Internet of Things (loT) technology due to its vast capabilities in connectivity. This loT network req...
In recent years, traditional Hospital facilities are adopting new technologies. Smart Hospitals mostly utilize the Internet of Things (loT) technology due to its vast capabilities in connectivity. This loT network requires specific protocols for proper functionality. Message Queuing Telemetry Transport (MQTT) protocol is suitable for managing the communication and routing procedures of the resource constrained loT environment. Nevertheless, both MQTT and loT have various vulnerabilities and threats that must first be addressed. In this paper, a lightweight key management procedure is analyzed, an end-to-end payload encryption method is followed, and a processor with different cryptographic mechanisms is implemented. This combination of processes best complements the E-Health-based Hospital architecture, requiring minimum resources and complete security. The proposed crypto processor efficiently implements three different cryptographic primitives in a RISC- V architecture, providing flexibility. It achieves the best area-delay compared to other hardware-based security schemes, with 61.3% resource reduction and minimum added computation overhead. This is accomplished due to proper formatting of specific instructions and a function, operation and register sharing methodology.
High annotation costs serve as a significant hurdle in deploying modern deep learning architectures for clinically relevant medical applications, especially when dealing with the inherent heterogeneity of multimodal d...
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This paper presents an in-band Full Duplex (FD) integrated sensing and communications system comprising a holographic Multiple-Input Multiple-Output (MIMO) base station, which is capable to simultaneously communicate ...
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In this paper, the concepts and techniques for global graph clustering are examined, or the process of locating related clusters of vertices within a graph. We introduce the construction of a graph clustering techniqu...
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The present study discusses the development of a digital repository (ANTETI) for the preservation and dissemination of the Cultural and Natural Heritage of Zakynthos Island. The platform is based on a popular Content ...
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ISBN:
(数字)9798331504502
ISBN:
(纸本)9798331504519
The present study discusses the development of a digital repository (ANTETI) for the preservation and dissemination of the Cultural and Natural Heritage of Zakynthos Island. The platform is based on a popular Content Management System (CMS) to provide the core functionality, extended with the use of the CMS’s API, to provide additional personalisation functionality for the end-users. Additionally, the system features a web application, oriented mainly on users visiting the island of Zakynthos and developed exclusively with open web technologies and JavaScript frameworks. The web application is an alternative, map-centered, mobile optimised front-end, for the platform’s content featured in the CMS. The system also provides a RESTful API, allowing integration with 3 rd party systems and web applications, thereby expanding the repository's reach and capabilities. Content delivery is personalized based on user profiles, location, and preferences, enhancing engagement and usability. By integrating these features, the repository effectively preserves and makes accessible the unique cultural and natural heritage of Zakynthos to both local and global audiences.
The present study discusses the design of a digital archive for the preservation and dissemination of the Cultural and Natural Heritage of Zakynthos Island. The proposed architecture suggests a Content Management Syst...
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ISBN:
(数字)9798331504489
ISBN:
(纸本)9798331504496
The present study discusses the design of a digital archive for the preservation and dissemination of the Cultural and Natural Heritage of Zakynthos Island. The proposed architecture suggests a Content Management System (CMS) to provide the core functionality, while a web application, interacting with the CMS through a RESTFul API, will provide an alternative front-end targeting mainly on-site end-users using mobile devices. Authors and contributors can submit multimedia content to the repository, which is reviewed and approved by system administrators before publishing, ensuring this way the information quality and *** system will also provide a RESTful API, allowing integration with 3
rd
party systems and web applications, thereby expanding the repository's reach and capabilities. Content delivery is personalized based on user profiles, location, and preferences, enhancing engagement and usability. By integrating these features, the repository effectively preserves and makes accessible the unique cultural and natural heritage of Zakynthos to both local and global audiences.
Classification in data mining is one technique in recognizing all types of data. Where data can be in the form of text, numeric, images and others. One of the superior classification techniques is the KNN algorithm. T...
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