Výsledky vyhledávání - possibility fuzzy C-means clustering algorithm*

Non-destructive Identification of the geographical origin of red jujube by near-infrared spectroscopy and fuzzy clustering methods Autor Hu, Caiping, Xu, Hongjia, Fu, Zhaoming, Wu, Bin, Zhang, Rui, Zhi, Chenhong

“…) spectra was performed using several fuzzy clustering methods in combination with principal component analysis (PCA…”
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Fuzzy possibility c-mean clustering algorithms based on complete mahalanobis distances Autor Hsiang-Chuan Liu, Jeng-Ming Yih, Der-Bang Wu, Shin-Wu Liu

“…Two well known fuzzy partition clustering algorithms, FCM and FPCM are based on Euclidean distance function, which can only be used to detect spherical structural clusters…”
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Finding specific peaks (markers) using fuzzy divisive hierarchical associative-clustering based on the chromatographic profiles of medicinal plant extracts obtained at various detection wavelengths Autor Simion, Ileana M, MoŢ, Augustin-C, Sârbu, Costel

“…Advanced chemometric methods, such as fuzzy c-means (FCM), a fuzzy divisive hierarchical clustering algorithm (FDHC…”
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Hybrid clustering algorithm based on ISFLA and PFCM with application to UBSS Autor Kui, Xia, Wei, Li, Jing, Wang, Xinrui, Hong

“… to the improved Shuffled Frog Leaping Algorithm (SFLA) and Possibility fuzzy C-means (PFCM) clustering algorithm was proposed and applied to the problem of underdetermined blind source separation…”
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Facial expression recognition based on AAM-SIFT and adaptive regional weighting Autor Ren, Fuji, Huang, Zhong

“…The active appearance model (AAM), one of the most effective facial feature localization methods, is widely used in frontal facial expression recognition…”
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A Fuzzy C-Means Clustering-Based Hybrid Multivariate Time Series Prediction Framework With Feature Selection Autor Zhan, Jianming, Huang, Xianfeng, Qian, Yuhua, Ding, Weiping

“… To address this issue, this article proposes a hybrid MTSP framework based on fuzzy C-means (FCM…”
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HRSUD: Hybrid Roadside Unit Deployment System to Improve Vehicular Communication in VANET Autor Shrivastava, Prashant Kumar, Kamble, Megha, Shrivastava, Priya, Sharma, Mayank, Singh Tomar, Ranjee

“…Vehicular networks use roadside units (RSUs) to increase vehicles' communication capability to relay tracking messages and/or provide vehicle, driver or…”
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AN IMPROVED FUZZY CLUSTERING ALGORITHM FOR MICROARRAY IMAGE SPOTS SEGMENTATION Autor V.G., Biju, P, Mythili

“… Automatic cropping of spots from microarray image is done using these co-ordinates. The present paper proposes an improved fuzzy clustering algorithm Possibility fuzzy local information c means (PFLICM…”
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Distributed k -Means Algorithm and Fuzzy c -Means Algorithm for Sensor Networks Based on Multiagent Consensus Theory Autor Qin, Jiahu, Fu, Weiming, Gao, Huijun, Zheng, Wei Xing

“…This paper is concerned with developing a distributed k-means algorithm and a distributed fuzzy c-means algorithm for wireless sensor networks (WSNs…”
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A possibilistic fuzzy c-means clustering algorithm Autor Pal, N.R., Pal, K., Keller, J.M., Bezdek, J.C.

“…In 1997, we proposed the fuzzy-possibilistic c-means (FPCM) model and algorithm that generated both membership and typicality values when clustering unlabeled data…”
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Security System for IoT Applications Based on Hybrid Fuzzy Possibility C-Means Clustering Autor Parmar, Monika, Kaur, Navneet, Tripathy, Ramamani, Singh, Hakam, Gupta, Lipika

“…With improved applications in a variety of industries, the Internet of Things (IoT) and distributed ledger innovation are captivating services and industrial…”
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Clustering of solar energy facilities using a hybrid fuzzy c-means algorithm initialized by metaheuristics Autor Franco, David Gabriel de Barros, Steiner, Maria Teresinha Arns

“… The objective of the present study is to analyze the possibility of building solar power plants capable of capturing solar energy in unproductive areas, both contaminated and uncontaminated…”
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Importance–Performance Analysis by Fuzzy C-Means Algorithm Autor Ban, Olimpia I., Ban, Adrian I., Tuşe, Delia A.

“…•We propose a method of fuzzy clustering in Importance–Performance Analysis (IPA).•The fuzzy partition of a set of attributes is obtained by Fuzzy C-Means Algorithm…”
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Solving Capacitated Vehicle Routing Problem by an Improved Genetic Algorithm with Fuzzy C-Means Clustering Autor Zhu, Ji

“…Aiming at solving the vehicle routing problem, an improved genetic algorithm based on fuzzy C-means clustering (FCM…”
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An Improved Dolphin Swarm Algorithm Based on Kernel Fuzzy C-Means in the Application of Solving the Optimal Problems of Large-Scale Function Autor Qiao, Weibiao, Yang, Zhe

“…The solution of high dimensional function has always been a hot topic. In this paper, a novel algorithm based on Kernel Fuzzy C-means and dolphin swarm algorithm are proposed to solve high-dimensional functions more accurately…”
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A Framework for Bus Trajectory Extraction and Missing Data Recovery for Data Sampled from the Internet Autor Tong, Changfei, Chen, Huiling, Xuan, Qi, Yang, Xuhua

“… In the clustering procedure, we focus on feature construction and parameter selection for the fuzzy C-means clustering method…”
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PMWFCM: A Possibility based MultiKernel Weighted Fuzzy Clustering Algorithm for classification of driving behaviors Autor Ma, Ning, Wu, Kaijun, Yuan, Yubin, Li, Jiawei, Wu, Xiaoqiang

“… However, classical Fuzzy C-Means (FCM) algorithms are sensitive to noise during the clustering process, leading to suboptimal performance when dealing with traffic datasets with lower accuracy…”
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Soil Liquefaction Assessment by CPT and VS Data and Incomplete-Fuzzy C-Means Clustering Autor Mohammadikish, Saeideh, Ashayeri, Iman, Biglari, Mahnoosh, Yarmohamadi, Amir

“… This paper investigates the performance of fuzzy c-means clustering of incomplete data for assessing liquefaction potential based on cone penetration test (CPT…”
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Clustering public hospitals based on crisp and fuzzy clustering techniques and probabilistic fuzzy efficiency estimates Autor Cinaroglu, Songul

“… K-means, fuzzy c-means, and self-organizing map clustering techniques were applied by changing the hyperparameters of these techniques…”
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Application of fuzzy c-means clustering for analysis of chemical ionization mass spectra: insights into the gas phase chemistry of NO3-initiated oxidation of isoprene Autor Wu, Rongrong, Zorn, Sören R, Kang, Sungah, Kiendler-Scharr, Astrid, Wahner, Andreas, Mentel, Thomas F

“…Oxidation of volatile organic compounds (VOCs) can lead to the formation of secondary organic aerosol (SOA), a significant component of atmospheric fine…”
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