From the construction process, building construction is a highly professional and complex project. the traditional 2 D(Two-Dimensional) graphic design method is difficult to accurately control the BIM data which serio...
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In this paper, we propose a command stroke (CS)/ drawing stroke (DS) discriminator that distinguishes input penstrokes into CS for command input and DS for geometric-shape input, withthe aim of realizing command inpu...
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the purpose of this review is the application of machine learning techniques in predicting student performance. We systematically review the trends, commonly used algorithms and their potential problems in this field....
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Drones, also known as Crewless Aircraft (CAs), are among the most versatile and rapidly advancing technologies of the modern era. Recently, this technology has found numerous applications in the transportation sector,...
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this descriptive study determined the relationship between the selected core and professional courses (subsequently referred to as academic courses) and the on-the-job training (OJT) course performance of Information ...
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this paper provides the architecture for high -speed multiplication using one of the Vedic arithmetic approaches. this strategy is used to increase speed. the compressor-based multiplier outperforms other stranded tec...
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Skin cancer can be one of the most lethal diseases, caused by the abnormal development of skin cells exposed to UV radiation. It can cause metastasis and have significant mortality rates if not identified at the earli...
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An efficient scheduling algorithm for a CPU has always been on the lookout by researchers and engineers since the invention of computers. Today most of the tasks are running online facilitated by servers. So, the requ...
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the minimum amount of perception that humans can perceive is called the stimulus threshold. this study aims to clarify the stimulus threshold of weight perception for the biceps brachii muscle based on a method of con...
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Skin cancer is considered to be the most common type of cancer worldwide. Nonetheless, the corresponding death rate can be considerably reduced with early detection and classification. Massive efforts have been made i...
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ISBN:
(纸本)9798350385434;9798350385427
Skin cancer is considered to be the most common type of cancer worldwide. Nonetheless, the corresponding death rate can be considerably reduced with early detection and classification. Massive efforts have been made in recent years to build machine learning algorithms that can aid in the early identification of skin cancer. the three most prevalent forms of skin lesions - melanoma (MEL), squamous cell carcinoma (SCC), and basal cell carcinoma (BCC) - are the subject of our paper's effort on the accurate classification of these types of cancer. To achieve this, YOLO, version 7 (v7), a convolution neural network (CNN) architecture, is implemented through transfer learning. After completing data augmentation, the results obtained by YOLO, with a total of 2792 training samples, demonstrate superior performance in comparison to previously published research works in the literature. In terms of accuracy, sensitivity, and specificity, the average values are 89.65 %, 85 %, and 91.90 %, respectively.
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