Výsledky vyhledávání - Classification and recognition algorithm

Pavement Crack Classification and Recognition Algorithm Combined With Tensor Voting and RANSAC Autor Wang, Haiying, Tao, Jianyu, Li, Hansheng

“… parameter adjustment inherent in employing deep learning algorithms for pavement crack classification and recognition, we propose an integrated approach combining tensor…”
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A classification and recognition algorithm of key figures in public opinion integrating multidimensional similarity and K-shell based on supernetwork Autor Wang, Guanghui, Wang, Yushan, Liu, Kaidi, Sun, Shu

“… (social-psychology-opinion-convergent), this study proposes a classification and recognition algorithm of key figures in online public opinion that integrates multidimensional similarity and K-shell to identify the key figures…”
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Early classification and recognition algorithm for sudden cardiac arrest based on limited electrocardiogram data trained with a two-stages convolutional neural network Autor Cha, Xingzeng, Zhang, Yue, Zhang, Yifei, Su, Ye, Lai, Dakun

“… This paper proposes an early prediction and classification algorithm for SCA based on deep transfer learning…”
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Inverse design of mode-locked fiber laser by improved genetic algorithm with classification algorithm Autor Kuang, Junxia, Zhang, Hong, Zhu, Yuehong, Chen, Rubo, Zhang, Gongruijian

“…We propose an improved genetic algorithm assisted by a classification and recognition algorithm based on derivative analysis in mode-locked fiber lasers, which breaks through the limitation…”
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An Improved k-Nearest Neighbor Algorithm for Recognition and Classification of Thyroid Nodules Autor Ma, Xuesi, Han, Xiang, Zhang, Lina

“…To complete the task of automatic recognition and classification of thyroid nodules and solve the problem of high classification error rates when the samples are imbalanced…”
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Research on the Classification and Recognition Algorithm of Intrusion Events Leveraging Machine Learning Methodologies Autor Ma, Yushu, Chen, Xi, Liu, Chengxin, Liu, Wei

“… interference, and capability for longdistance monitoring. However, challenges such as false alarms, missed detections, and performance degradation in complex environments necessitate the development of intelligent intrusion detection algorithms…”
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Research on Music Style Classification and Recognition Algorithm Based on Artificial Intelligence Autor Yan, Lin, Huang, Xiwen, Long, Yin

“…) and Long Short Term Memory Networks (LSTM) (CNN-LSTM), to achieve automatic classification and recognition of music styles…”
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Plant Leaf Classification and Recognition Algorithm Based on Neural Network Technology Autor Qi, Yongjun, Tang, Hailin, Zhao, Ziguang

“… and texture details of leaves. To overcome these limitations, this study proposes an enhancement to the Xception model, aiming to elevate the performance of plant leaf classification and recognition…”
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Ultrashort wave satellite channel classification and recognition algorithm based on mirror filled spectrum and LA-ResNet50 Autor Wu, Shang, Shen, Lei, Wang, Lijun, Zhang, Ruxu, Hu, Xin

“…In response to the classification and identification problems of 5 kHz channels, 25 kHz channels, broadband interference channels, narrowband interference channels, and single tone interference…”
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Ultrashort wave satellite channel classification and recognition algorithm based on mirror filled spectrum and LA-ResNet50 Autor Shang WU, Lei SHEN, Lijun WANG, Ruxu ZHANG, Xin HU

“…In response to the classification and identification problems of 5 kHz channels, 25 kHz channels, broadband interference channels, narrowband interference channels, and single tone interference…”
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Research on Electronic Information Feature Extraction and Classification Recognition Algorithm Based on Deep Learning Autor Li, Jingmin

“…In order to make up for the shortcomings of traditional electronic information characteristics and classification recognition algorithms and improve the application ability of the technology…”
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Modeling excitation–emission fluorescence matrices with pattern recognition algorithms for classification of Argentine white wines according grape variety Autor Azcarate, Silvana M., de Araújo Gomes, Adriano, Alcaraz, Mirta R., Ugulino de Araújo, Mário C., Camiña, José M., Goicoechea, Héctor C.

“… This paper reports the modeling of excitation–emission matrices for classification of Argentinean white wines according to the grape variety employing chemometric tools for pattern recognition…”
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Acoustic diagnosis of pulmonary hypertension: automated speech- recognition-inspired classification algorithm outperforms physicians Autor Kaddoura, Tarek, Vadlamudi, Karunakar, Kumar, Shine, Bobhate, Prashant, Guo, Long, Jain, Shreepal, Elgendi, Mohamed, Coe, James Y, Kim, Daniel, Taylor, Dylan, Tymchak, Wayne, Schuurmans, Dale, Zemp, Roger J., Adatia, Ian

“…We hypothesized that an automated speech- recognition-inspired classification algorithm could differentiate between the heart sounds in subjects with and without pulmonary hypertension (PH…”
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Residual neural network‐assisted one‐class classification algorithm for melanoma recognition with imbalanced data Autor Yu, Lisu, Wang, Yifei, Zhou, Liyu, Wu, Jinsheng, Wang, Zhenghai

“… In this paper, we propose a new one‐class classification‐based skin lesion classification strategy for small and unbalanced datasets. One…”
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Improved Aerial Surface Floating Object Detection and Classification Recognition Algorithm Based on YOLOv8n Autor Song, Lili, Deng, Haixin, Han, Jianfeng, Gao, Xiongwei

“… These challenges pose substantial difficulties for current research on the detection and classification of water surface floating objects…”
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Music Recognition and Classification Algorithm considering Audio Emotion Autor Na, Wang, Yong, Fang

“…At present, the existing music classification and recognition algorithms have the problem of low accuracy…”
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Virtual samples and sparse representation-based classification algorithm for face recognition Autor Peng, Yali, Li, Lingjun, Liu, Shigang, Li, Jun, Cao, Han

“… Then a representation-based classification method and the score fusion strategy are applied to both original face images and virtual images to perform face recognition…”
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Retracted: Research on Electronic Information Feature Extraction and Classification Recognition Algorithm Based on Deep Learning Autor and Communication Networks, Security

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Citrus greening disease recognition algorithm based on classification network using TRL-GAN Autor Xiao, Deqin, Zeng, Ruilin, Liu, Youfu, Huang, Yigui, Liu, Junbing, Feng, Jianzhao, Zhang, Xinglong

“…•Expanded the insufficient citrus greening diseased leaves to improve the generalization of the classification network…”
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High Similarity Image Recognition and Classification Algorithm Based on Convolutional Neural Network Autor Liu, Zhizhe, Sun, Luo, Zhang, Qian

“… Aiming at the problem of high similarity image recognition and classification in a specific field, this paper proposes a high similarity image recognition and classification algorithm fused…”
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