Výsledky vyhľadávania - "Traditional clustering algorithm"

Design of an Intelligent Processing System for Business Data Analysis Based on Improved Clustering Algorithm Autor Wang, Ning

“… services for businesses and organizations. The improved clustering algorithm is compared with the traditional clustering algorithm to analyze the experimental data, the results showed that the maximum clustering effect of the improved…”
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Research on internet information mining based on agent algorithm Autor Wu, Shaofei, Wang, Mingqing, Zou, Yuntao

“… In order to overcome the shortcomings of the traditional clustering algorithm for k-means clustering, it is difficult to determine the initial clustering center and the k-means algorithm is improved…”
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Semi-supervised clustering with discriminative random fields Autor Chang, Chin-Chun, Chen, Hsin-Yi

“… In this paper, a framework for semi-supervised clustering is proposed. This framework is capable of integrating with a traditional clustering algorithm seamlessly…”
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A module classification method for light industrial equipment based on improved NSGA2-FCM algorithm Autor Zheng, Hui, Guo, Hanwen, Pang, Tonglin, Guo, Zijian, Guo, Xiao

“…In response to the problem that it is easy to fall into local optimum when using the traditional clustering algorithm to divide the modules, this paper improves the initialisation strategy…”
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Contrastive Study of Distributed Multitask Fuzzy C-means Clustering and Traditional Clustering Algorithms Autor Guo, Yanlin, Zi, Yuan, Jiang, Yizhang

“…) and traditional clustering algorithms can be verified from different multitask scenarios according to the features of MT-FCM…”
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Research on stress curve clustering algorithm of Fiber Bragg grating sensor Autor Lin, Yisen, Wang, Ye, Qu, Huichen, Xiong, Yiwen

“… Aiming at the problem of low efficiency and poor effect of traditional clustering algorithm, density clustering algorithm based on mutual nearest neighbor is used to cluster…”
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A new shape-based clustering algorithm for time series Autor Li, Yucheng, Shen, Derong, Nie, Tiezheng, Kou, Yue

“…•We propose to use fractional order correlation to measure the relationship between two sequences and apply the normalized form of the results to create the…”
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Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation Autor Guan, Junyi, Li, Sheng, He, Xiongxiong, Chen, Jiajia

“…Fuzzy c-means (FCM) algorithm as a traditional clustering algorithm for image segmentation cannot effectively preserve local spatial information of pixels, which leads to poor segmentation results with inconsistent regions…”
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Cluster Head Selection Optimization Based on Genetic Algorithm to Prolong Lifetime of Wireless Sensor Networks Autor Pal, Vipin, Yogita, Singh, Girdhari, Yadav, R.P.

“… Work of this paper presents a genetic algorithm based cluster head selection for centralized clustering algorithms to have a better load balanced network than the traditional clustering algorithm…”
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Identifying managerial groups in a large Canadian bank branch network with a DEA approach Autor Paradi, Joseph C., Zhu, Haiyan, Edelstein, Barak

“… ► The results obtained were verified against traditional clustering algorithms. ► We validated against the bank’s…”
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Construction of Student Information Management System Based on Data Mining and Clustering Algorithm Autor Yin, XueHong

“…Data mining is a new technology developed in recent years. Through data mining, people can discover the valuable and potential knowledge hidden behind the data…”
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LRT-CLUSTER: A New Clustering Algorithm Based on Likelihood Ratio Test to Identify Driving Genes Autor Quan, Chenxu, Liu, Fenghui, Qi, Lin, Tie, Yun

“… However, the traditional clustering algorithm has such problems as the background signal over-fitting, the clustering algorithm is not suitable for mutation data, and the performance of identifying…”
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Intuitive-K-prototypes: A mixed data clustering algorithm with intuitionistic distribution centroid Autor Wang, Hongli, Mi, Jusheng

“…Data sets are usually mixed with numerical and categorical attributes in the real world. Data mining of mixed data makes a lot of sense. This paper proposes an…”
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A Comprehensive Analysis of Traditional Clustering Algorithms On Corporate Bond Data Autor Bagde, Utkarsha, Tripathi, Priyanka

“…This paper examines various clustering algorithms for corporate bond. The corporate bond is a bond issued by the corporations with certain time limit after…”
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Evaluation of English Proficiency Based on Big Data Clustering Algorithm Autor Duan, Li

“… Therefore, based on this background, this paper introduces the clustering algorithm into English ability evaluation, improves the traditional clustering algorithm represented by K-means on the basis…”
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Classification of Electricity Consumption Behavior Based on Improved K-Means and LSTM Autor Li, Hua, Hu, Bo, Liu, Yubo, Yang, Bo, Liu, Xuefang, Li, Guangdi, Wang, Zhenyu, Zhou, Bowen

“… for electricity consumers. However, the traditional clustering algorithm has difficulty in judging new electricity consumption patterns…”
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An Improved Mean Imputation Clustering Algorithm for Incomplete Data Autor Shi, Hong, Wang, Pingxin, Yang, Xin, Yu, Hualong

“… Firstly, the objects with non-missing values are clustered by traditional clustering algorithm…”
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Research on scheduling strategy of heterogeneous flexible load clusters with strong association consider dual-scale similarities Autor Zhang, Xiaohui, Han, Ziyue, Cai, Junxin, Wu, Jing, Jin, Zhaoshuo, Yang, Qiuxia

“…•For load aggregator scheduling scenario, a load management framework based on distributed clustering is constructed.•The load characteristics are described by…”
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Fine divided method of active tectonic blocks based on adaptive density peak clustering and improved Euler model, revealed by GNSS velocities in Southwest Japan Autor Qu, Wei, Wang, Jiapeng, Yang, Yinghui, Gao, Yuan, Li, Jiuyuan, Wang, Yuhao, Zhang, Qin, Hao, Ming

“…The rational division of active tectonic blocks is an important premise for distinguishing active faults, discovering hidden faults, and an in-depth…”
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Automatic Clustering of Performance Events Autor Imtiaz, Shamoona, Capannini, Gabriele, Carlson, Jan, Behnam, Moris, Jagemar, Marcus

“…Modern hardware and software are becoming increasingly complex due to advancements in digital and smart solutions. This is why industrial systems seek…”
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