Výsledky vyhledávání - K‐FCM clustering algorithm

A highly efficient framework for outlier detection in urban traffic flow Autor 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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An improved fuzzy C-Means algorithm for power load characteristics classification Autor Zhou, Kai-Le, Yang, Shan-Lin

“… Meanwhile, the hierarchical clustering method, K-Means algorithm and traditional FCM algorithm are also used for power load classification…”
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Comparison of K-means and FCM algorithms to optimize spatiotemporal pore pressure prediction of earth dams Autor Beiranvand, Behrang, Rajaee, Taher, Komasi, Mehdi

“… suitable method for zoning and analyzing the pore pressure of dams.•By comparing the results of the clustering algorithms, it was found that the FCM algorithm…”
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Transfer Prototype-Based Fuzzy Clustering Autor Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Shitong Wang, Kup-Sze Choi, Hisao Ishibuchi

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Effective FCM noise clustering algorithms in medical images Autor Kannan, S.R, Devi, R, Ramathilagam, S, Takezawa, K

“…-Euclidean structures in data to enhance the robustness of the original clustering algorithms to reduce noise and outliers…”
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Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality Autor Mohammadrezapour, Omolbani, Kisi, Ozgur, Pourahmad, Fariba

“…In this study, two different clustering algorithms, fuzzy c -means (FCM) and K -means with genetic algorithm, were used to identify the homogeneous regions in terms of groundwater water quality…”
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Medical Data Clustering and Classification Using TLBO and Machine Learning Algorithms Autor Kumar Dubey, Ashutosh, Gupta, Umesh, Jain, Sonal

“… In the first phase, the clustering (k-means and FCM) algorithms were employed independently and the clustering accuracy was evaluated using different computational measures…”
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A novel fuzzy system-based genetic algorithm for trajectory segment generation in urban global positioning system Autor Ran, Xiaojuan, Suyaroj, Naret, Tepsan, Worawit, Lei, Mu, Ma, Hongjiang, Zhou, Xiangbing, Deng, Wu

“…[Display omitted] •Fuzzy-controlled dynamic adjustment of crossover/mutation in trajectory clustering evolution enables adaptive search strategies…”
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Probing single-tumor cell interactions with different-age type I collagen networks by synchrotron-based Fourier transform infrared microspectroscopy Autor Guilbert, Marie, Eklouh-Molinier, Christophe, Wehbe, Katia, Sulé-Suso, Josep, Yang, Ying, Cinque, Gianfelice, Jeannesson, Pierre, Sockalingum, Ganesh D

“… I collagen networks. Spectral images were analyzed with k-means and fuzzy C-means (FCM) clustering algorithms…”
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A Novel Unsupervised Feature Selection for High-Dimensional Data Based on FCM and k-Nearest Neighbor Rough Sets Autor Xu, Weihua, Zhang, Yang, Qian, Yuhua

“…) and k-nearest neighbor rough sets. FCM is a clustering algorithm grounded in fuzzy theory, which takes into account the inherent data structure and the correlations between different features…”
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A powerful hybrid clustering method based on modified stem cells and Fuzzy C-means algorithms Autor Taherdangkoo, Mohammad, Bagheri, Mohammad Hadi

“… In this paper, we present a hybrid algorithm based on FCM and modified stem cells algorithms, we called it SC-FCM algorithm, for optimum clustering of a dataset into K clusters…”
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Identification of Homogeneous Rainfall Regimes in Northeast Region of India using Fuzzy Cluster Analysis Autor Goyal, Manish Kumar, Gupta, Vivek

“…Regionalization methods are often used in hydrology for frequency analysis of floods. The hydrologically homogeneous regions should be determined using cluster…”
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A critical appraisal of heterogeneity in Obsessive-Compulsive Disorder using symptom-based clustering analysis Autor Hasanpour, Hesam, Asadi, Sareh, Ghavamizadeh Meibodi, Ramak, Daraeian, Azin, Ahmadiani, Abolhassan, Shams, Jamal, Navi, Keivan

“…) checklist explaining OCD heterogeneity. Five different clustering algorithms (FCM, K-means, Ward, Ward…”
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Statistical Clustering Algorithm of Wild Animal Growth Environment Autor Pan, Lijing

“… Therefore, it is quite necessary to carry out research on the statistical clustering algorithm of the environment for the growth of wild animals…”
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Algorithmic clustering of LiDAR point cloud data for textural damage identifications of structural elements Autor Hou, Tsung-Chin, Liu, Jen-Wei, Liu, Yu-Wei

“…) were used for clustering analysis. Four data clustering algorithms, k-means (KM), fuzzy c-means (FCM), subtractive clustering…”
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Swarm intelligence based clustering technique for automated lesion detection and diagnosis of psoriasis Autor Dash, Manoranjan, Londhe, Narendra D., Ghosh, Subhojit, Shrivastava, Vimal K., Sonawane, Rajendra S.

“…•Implementation of swarm intelligence algorithms to obtain optimum clusters.•Effective psoriasis lesion detection using four swarm intelligence techniques…”
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Sample-weighted clustering methods Autor Yu, Jian, Yang, Miin-Shen, Lee, E. Stanley

“… Such method can generate the sample-weighted versions of most clustering algorithms, such as k -means, fuzzy c -means (FCM) and expectation & maximization (EM), etc…”
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Stroke Subtype Clustering by Multifractal Bayesian Denoising with Fuzzy C Means and K-Means Algorithms Autor Bayrak, Şengül, Moonis, Majaz, Cattani, Carlo, Karaca, Yeliz

“… Recently, K-means and fuzzy C means (FCM) algorithms have been applied in literature with many datasets…”
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LDA-Based Clustering Algorithm and Its Application to an Unsupervised Feature Extraction Autor Li, Cheng-Hsuan, Kuo, Bor-Chen, Lin, Chin-Teng

“… In this study, we propose a clustering algorithm based on both within- and between-cluster scatter matrices, extended from linear discriminant analysis (LDA…”
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Clustering and Smoothing Pipeline for Management Zone Delineation Using Proximal and Remote Sensing Autor Javadi, S. Hamed, Guerrero, Angela, Mouazen, Abdul M.

“… In this paper, we evaluated the performances of five clustering algorithms including k-means, fuzzy C-means (FCM…”
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