Search Results - "fuzzy C-means clustering (FCM) algorithm"

Magnetic Resonance Features of Acquired Immune Deficiency Syndrome Involving Central Nervous System Diseases by Intelligent Fuzzy C-Means Clustering (FCM) Algorithm by Huang, Gang, Chen, Jiaqi, Ge, Yuli, Zhu, Xiaomei, Ding, Meixiao, Chen, Xugao, Qu, Chunsheng

“…This study was aimed to explore the application of fuzzy C-means (FCM) algorithm in MR images of acquired immune deficiency syndrome (AIDS) patients. Sixty…”
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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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Fuzzy C-means clustering algorithm applied in computed tomography images of patients with intracranial hemorrhage by Zhang, Lintao, Song, Dewen, Qiu, Huiying, Ye, Lin, Xu, Zengliang

“…In recent years, intracerebral hemorrhage (ICH) has garnered significant attention as a severe cerebrovascular disorder. To enhance the accuracy of ICH…”
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Automatic Time Picking for Microseismic Data Based on a Fuzzy C-Means Clustering Algorithm by Zhu, Dan, Li, Yue, Zhang, Chao

“… In this letter, we propose a new time picking method based on the fuzzy C-means clustering (FCM) algorithm, which can divide microseismic data into two clusters according to the different levels of similarity between the signals and noise…”
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A fault diagnosis method of rolling bearing based on VMD Tsallis entropy and FCM clustering by Ting-ting, Xing, Yan, Zeng, Zong, Meng, Xiao-lin, Guo

“…), Tsallis entropy and Fuzzy C-means clustering (FCM) algorithm. Firstly, the measured vibration signals were decomposed with VMD in different scales to obtain a series of band-limited intrinsic modal function (BIMF…”
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Experimental study of particulate products for aging of 1,3,5–trimethylbenzene secondary organic aerosol by Huang, Mingqiang, Lin, Yuehong, Huang, Xianying, Liu, Xingqiang, Guo, Xiaoyong, Hu, Changjin, Zhao, Weixiong, Gu, Xuejun, Fang, Li, Zhang, Weijun

“…Secondary organic aerosol (SOA) from the photooxidation of aromatic compounds is a very complex mixture containing products with a different chemical nature…”
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Using clustering approaches for response time aware job scheduling model for internet of things (IoT) by Kumar, Sumit, Raza, Zahid

“… This work proposes to study and compare K-means, hierarchical clustering and fuzzy C-means clustering (FCM…”
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A Fault Diagnosis Method for PV Arrays Based on New Feature Extraction and Improved the Fuzzy C-Mean Clustering by Xu, Liuchao, Pan, Zhiheng, Liang, Chuandong, Lu, Min

“… ) characteristic, an improved fuzzy C-mean clustering (FCM) algorithm to identify four common PV array faults…”
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Planar array capacitive imaging method based on data optimization by Zhang, Yuyan, Zhao, Zhenhao, Yao, Xu, Wen, Yintang, Luo, Xiaoyuan

“…This paper studies the problem of unstable capacitance data collected by the planar array capacitance imaging system, and proposes a method of capacitance data optimization based on improved fuzzy c-means clustering (FCM) algorithm…”
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Fuzzy C-Means Clustering Algorithm-Based Magnetic Resonance Imaging Image Segmentation for Analyzing the Effect of Edaravone on the Vascular Endothelial Function in Patients with Acute Cerebral Infarction by Yin, Jie, Chang, Hong, Wang, Dongmei, Li, Haifei, Yin, Aibing

“…This paper aimed to discuss the denoising ability of magnetic resonance imaging (MRI) images based on fuzzy C-means clustering…”
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Double-suppressed possibilistic fuzzy Gustafson–Kessel clustering algorithm by Yu, Haiyan, Jiang, Lerong, Fan, Jiulun, Lan, Rong

“…Possibilistic fuzzy c-means clustering (PFCM) is an unsupervised hybrid clustering algorithm, which can partly inherit the stability of fuzzy c-means clustering (FCM…”
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Efficiency evaluation of electricity distribution companies: Integrating data envelopment analysis and machine learning for a holistic analysis by Omrani, Hashem, Emrouznejad, Ali, Teplova, Tamara, Amini, Mohaddeseh

“…Evaluating the efficiency of electricity distribution companies (EDCs) accurately is one of the most important issues for regulators and policy makers. This…”
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Suppressed possibilistic fuzzy c-means clustering based on shadow sets for noisy data with imbalanced sizes by Yu, Haiyan, Li, Honglei, Xu, Xiaoyu, Gao, Qian, Lan, Rong

“…) algorithm and possesses better noise immunity than fuzzy c-means clustering (FCM) algorithm. However, with the increasing noise intensity and number of clusters, PFCM…”
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Fuzzy C‐means clustering algorithm based on superpixel merging and multi‐feature adaptive fusion measurement by Zeyu, Xie, Xiao, Luo, Defang, Zhao, Xinyu, Chen

“…The fuzzy C‐means clustering (FCM) algorithm is widely used in greyscale and colour image segmentation, especially in real colour images…”
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Intuitionistic Fuzzy C-Means Algorithm Based on Membership Information Transfer-Ring and Similarity Measurement by Chen, Haipeng, Xie, Zeyu, Huang, Yongping, Gai, Di

“…The fuzzy C-means clustering (FCM) algorithm is used widely in medical image segmentation and suitable for segmenting brain tumors…”
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Short‐Term Power Load Prediction Based on Cluster Analysis and Temporal Convolutional Networks of Attention Mechanism by Niu, Shuqi, Zhang, Zhao, Zhou, Hongyan, Chen, Xue‐Bo

“… This article proposes a short‐term power load forecasting method. Mainly based on the improved fuzzy c‐means clustering (FCM…”
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Kidney segmentation in CT sequences using SKFCM and improved GrowCut algorithm by Song, Hong, Kang, Wei, Zhang, Qian, Wang, Shuliang

“…Background Organ segmentation is an important step in computer-aided diagnosis and pathology detection. Accurate kidney segmentation in abdominal computed…”
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Anti-noise FCM image segmentation method based on quadratic polynomial by Zhang, Xijing, Ning, Yang, Li, Xuemei, Zhang, Caiming

“… In this paper, a new fuzzy c-means clustering(FCM) algorithm based on quadratic polynomials is proposed, which can better distinguish the weak edge region in the image and has certain noise resistance…”
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FCM–SVM based intrusion detection system for cloud computing environment by Jaber, Aws Naser, Rehman, Shafiq Ul

“… This paper proposes a novel intrusion detection system that combines a fuzzy c means clustering (FCM…”
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Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering by Lei, Tao, Jia, Xiaohong, Zhang, Yanning, He, Lifeng, Meng, Hongying, Nandi, Asoke K.

“…As fuzzy c-means clustering (FCM) algorithm is sensitive to noise, local spatial information is often introduced to an objective function to improve the robustness of the FCM algorithm for image segmentation…”
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