Search Results - fcm clustering algorithm

Clustering Validity Function Fusion Method of FCM Clustering Algorithm Based on Dempster–Shafer Evidence Theory by Wang, Hong-Yu, Wang, Jie-Sheng, Wang, Guan

“… Therefore, this paper proposes a clustering validity function fusion model based on D–S evidence theory (DS-CVFFM), which adopts FCM clustering algorithm as the base…”
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A Novel Clustering Validity Function of FCM Clustering Algorithm by Zhu, L. F., Wang, J. S., Wang, H. Y.

“… A validity function of fuzzy C-means (FCM) clustering algorithm is proposed by adopting the division of intra-class compactness and inter-class separation, whose minimum represents the best clustering…”
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Brain Image Segmentation Based on FCM Clustering Algorithm and Rough Set by Huang, Hong, Meng, Fanzhi, Zhou, Shaohua, Jiang, Feng, Manogaran, Gunasekaran

“…In this paper, a new image segmentation method is proposed by combining the FCM clustering algorithm with a rough set theory…”
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Optimal Machine Tools Selection Using Interval-Valued Data FCM Clustering Algorithm by Xin, Yupeng, Tian, Xitian, Huang, Lijiang

“…) clustering algorithm. We define the machining capability meta (MAE) as the smallest unit to describe machining capacity of machine tools and establish MAE library based on the MAE information model…”
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A modified Fuzzy C-Means (FCM) Clustering algorithm and its application on carbonate fluid identification by Liu, Lifeng, Sun, Sam Zandong, Yu, Hongyu, Yue, Xingtong, Zhang, Dong

“…) algorithm, which can effectively avoid the disadvantage of sensitivity to initial values and easily falling into local convergence in the traditional FCM Clustering algorithm…”
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Robust FCM clustering algorithm with combined spatial constraint and membership matrix local information for brain MRI segmentation by Kouhi, Abolfazl, Seyedarabi, Hadi, Aghagolzadeh, Ali

“…) clustering algorithm. Based upon this approach, an FCM clustering algorithm with joint spatial constraint and membership matrix local information (FCMS-MLI…”
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An improved FCM clustering algorithm with adaptive weights based on PSO-TVAC algorithm by Hu, Jianhua, Yin, Huilin, Wei, Guoliang, Song, Yan

“…Fuzzy c-means clustering algorithm (FCM), as the most widely used clustering algorithm, works by iteratively updating the membership degree and the cluster centers to improve the effectiveness of clustering…”
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Application of FCM Clustering Algorithm in Digital Library Management System by Shi, Yuqing

“… In order to better improve the digital library management system, this paper applied FCM clustering algorithm to the digital library management system…”
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Research on Digital Design of Modern Sculpture in New Media Era by Chen, Xiaozhong, Zhang, Chaoyang

“… clustering algorithm through precise analysis and characterization of surface geometric parameters of three-dimensional sculptures…”
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Novel Approach to Unsupervised Change Detection Based on a Robust Semi-Supervised FCM Clustering Algorithm by Shao, Pan, Shi, Wenzhong, He, Pengfei, Hao, Ming, Zhang, Xiaokang

“…) clustering algorithm. The advantage of the RSFCM is to further introduce the pseudolabels from the difference image compared with the existing change detection methods…”
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MapReduce FCM clustering set algorithm by Mbyamm Kiki, Mesmin J, Zhang, Jianbiao, Kouassi, Bonzou Adolphe

“… A parallel FCM clustering integration algorithm based on MapReduce is proposed. The algorithm uses a random initial clustering centre to obtain differentiated cluster members…”
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Research on WiFi Location Fingerprint Positioning Algorithm Based on DPC-FCM Clustering by Wu, Yaqin, Jia, Zhenzhu, Dai, Yangping, Wang, Wenying

“… (received signal strength) indoor fingerprint positioning, the WiFi location fingerprint positioning algorithm based on DPC-FCM clustering is adopted…”
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A highly efficient framework for outlier detection in urban traffic flow by Wang, Xing, Zeng, Ruihao, Zou, Fumin, Huang, Faliang, Jin, Biao

“…‐means clustering algorithm with the Optimal k‐cluster centre (K‐FCM) is adopted to cluster the roads with the same…”
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Remote sensing image segmentation using feature based fusion on FCM clustering algorithm by Sharma, Rajni, Ravinder, M.

“…) algorithm for remote sensing image segmentation in which the classification based on entropy, intensity, and edge features is performed in such a way that it updates the intensity value to preserve…”
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A Method for Detecting Overlapping Protein Complexes Based on an Adaptive Improved FCM Clustering Algorithm by Wang, Caixia, Wang, Rongquan, Jiang, Kaiying

“… Then, a combination of the improved density peaks clustering algorithm (DPC) and the fuzzy C-means clustering algorithm (FCM…”
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Equivalent Modeling of Photovoltaic Power Station Based on Canopy-FCM Clustering Algorithm by Wu, Hongbin, Zhang, Jiajia, Luo, Chen, Xu, Bin

“… In order to accurately analyze the dynamic characteristics of a grid-connected photovoltaic power station, an equivalent modeling method based on the Canopy-FCM clustering algorithm is proposed…”
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Overall Optimization for Offshore Wind Farm Electrical System by Hou, Peng, Hu, Weihao, Chen, Cong, Chen, Zhe

“…Based on particle swarm optimization (PSO), an optimization platform for offshore wind farm electrical system (OWFES) is proposed in this paper, where the main…”
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An FCM clustering algorithm based on the identification of accounting statement whitewashing behavior in universities by Yang, Qihao

“… the whitewash behavior of university accounting statements based on the FCM clustering algorithm…”
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Early warning strategies for corporate operational risk: A study by an improved random forest algorithm using FCM clustering by Fang, Xini

“… the model’s prediction ability and stability. Following this, the FCM clustering algorithm is utilized for pre-processing sample data to improve the efficiency and accuracy of data classification…”
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Research on Clothing Color Classification Method based on Improved FCM Clustering Algorithm by Liu, Jinliang

“…) clustering algorithms. After improvement, the SWK-FCM clustering algorithm is obtained, which enhances the classification ability of fashion colors and hue…”
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