Cloud computing systems are the backbone of our technology needs in everyday life and are one of the major electric energy consumers globally. Any improvement that can be added to the energy efficiency of these vast s...
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The paper considers the possibility of using complex logic to create shorter and clearer models for the purposes of intelligent agriculture. Some aspects for developing a suitable environment for program modeling of s...
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A Smart village is a concept as a modern global approach for the tourism development community and creative industries. The rapid development of technology makes information technology one of the primary needs in busi...
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ISBN:
(纸本)9798350345728
A Smart village is a concept as a modern global approach for the tourism development community and creative industries. The rapid development of technology makes information technology one of the primary needs in business. Technology utilization in Indonesia is a community-based tourism approach for a tourist village to be a smart village. Technology expects to facilitate collective information from various tourism awareness groups (or ‘POKDARWIS’ in Bahasa Indonesia) and business owners, such as culinary and merchandise businesses that can support the progress of tourist village (or ‘Desa Wisata’ in Bahasa Indonesia) destinations. However, when viewed from the optimization of the implementation of tourist villages, many still need more information about the attractiveness of tourist villages in Indonesia even though the tourist village itself is a form of village development innovation, one of Indonesia's targets of government programs. Moreover, due to this lack of knowledge, many tourists need more information regarding tourist village facilities and services, such as culinary and merchandise. In this paper, we present the development of a web-based tourism management platform that aims to promote culinary and local merchandise through a tourism management platform. This platform makes it easy for tourists or visitors to make online orders, purchases, and payments. Business actors can also manage culinary and merchandise businesses through the system. The prototype system of the tourism management platform develops using the agile method in six phases: concept, inception, iteration, testing, production, and review. The tourism management platform is tested on the User at the soft-launching events and runs as expected.
Due to growth of AI enabled IOT devices, their use in sports feature identification can be beneficial in terms of recognition quality. Computer Vision is a powerful tool for moving object recognition and tracking. Foo...
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In practical applications, the acquisition cost of hyperspectral images is high, and acquiring substantial labeled data is difficult, which results in a restricted number of labeled samples using for training. Few-sho...
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ISBN:
(数字)9798350363203
ISBN:
(纸本)9798350363210
In practical applications, the acquisition cost of hyperspectral images is high, and acquiring substantial labeled data is difficult, which results in a restricted number of labeled samples using for training. Few-shot learning (FSL) serves as an efficient method to tackle the classification challenges of hyperspectral images (HSI) when labeled samples are scarce. It acquires transferable knowledge from abundant labeled data, that can be transferred to new domains. However, the distributional differences between domains with abundant labeled data and those with limited labeled data make the generalizable knowledge learned from the former less applicable to the classification tasks of the latter. To address this issue, this paper proposes a cross-domain few-shot hyperspectral image classification method based on label propagation. Firstly, the method employs a feature extraction module to capture complex information within samples, then applies a graph structure to the label propagation algorithm. The graph structure effectively captures local relationships between samples and avoids over-reliance on distant samples, thereby reducing the risk of overfitting. Furthermore, it incorporates a Tri-training structure to learn from different perspectives and complement each other, ultimately achieving classification of cross-domain few-shot data. Experimental results on hyperspectral datasets with Chikusei as the source domain, and Pavia University and Salinas as the target domains demonstrate that our method is effective and has good performance.
The development of 5G technology has led to the rapid construction of the Internet of Vehicles (IOV). The emergences of various IOV applications like autonomous driving require unlimited low-latency computation resour...
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It is broadly recognized that public participation and citizen engagement can play an important role in making progress towards changing travel behavior and modal shift to use more sustainable and green modes of trans...
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Peer assessment is a type of assessment that allows students in taking their initiative to manage their study under the supervision of their peers to achieve the learning outcome. Students constantly need to reflect o...
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Considerable resources are wasted on projects that deliver few or no benefits. The main objective is to better understand the characteristics of projects that are successful in delivering good client benefits. We aske...
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ISBN:
(纸本)9781728199269
Considerable resources are wasted on projects that deliver few or no benefits. The main objective is to better understand the characteristics of projects that are successful in delivering good client benefits. We asked 71 Norwegian software professionals to report information about projects completed between 2016 and 2018. We found that both benefits management and agile practices have a significant relationship with perceived realisation of client benefits. This includes the benefits management practices of having a plan for benefits realisation, individuals with assigned responsibility for benefits realisation, benefits management during project execution, quantification of realised benefits, evaluation of realised benefits, re-estimation of benefits during project execution, and the agile practices of a flexible scope and frequent deliveries to production. The software projects that were successful in delivering client benefits adopted benefits management and agile practices to a larger extent than the less successful ones. Future studies are required to establish more comprehensive understanding of what distinguishes projects that deliver good client benefits from the rest, including studies of the realisation of client benefits in agile software projects.
The paper presents a model of intelligent pasture incorporating three main components: one static sensor network with group of sensors located on the pasture, one dynamic sensor network with sensors indicating the mov...
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