Výsledky vyhledávání - Fuzzified clustering algorithms

A clustering fuzzification algorithm based on ALM Autor Javadian, Mohammad, Malekzadeh, Ahad, Heydari, Gholamali, Bagheri Shouraki, Saeed

“… The proposed fuzzification method is applicable to all non-fuzzy clustering algorithms as a post process…”
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Bezdek-Type Fuzzified Co-Clustering Algorithm Autor Kanzawa, Yuchi

“…In this study, two co-clustering algorithms based on Bezdek-type fuzzification of fuzzy clustering are proposed for categorical multivariate data…”
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Multi-objective Hybrid Fuzzified PSO and Fuzzy C-Means Algorithm for Clustering CDR Data Autor Mabel Rani, A. Jaya, Pravin, A.

“… So this paper proposes a novel fuzzy clustering method based on Multi-Objective Hybrid Fuzzified particle swarm optimization and Fuzzy C-Means algorithm for the complex data…”
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Refining membership degrees obtained from fuzzy C-means by re-fuzzification Autor Javadian, M, Vaziri, R, Haghzad Klidbary, S., Malekzadeh, A

“… The algorithm first defuzzifies the FCM clustering results. Then the crisp result is fuzzified again…”
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A Hybrid Fuzzy Clustering Approach for the Recognition and Visualization of MRI Images of Parkinson's Disease Autor Huang, Yo-Ping, Singh, Pritpal, Kuo, Hung-Chou

“… The FIG function was used to quantify the fuzzified pixels information, whereas K-means clustering algorithm was employed to cluster…”
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Fuzzified Contrast Enhancement for Nearly Invisible Images Autor Kumar, Reman, Bhandari, Ashish Kumar

“… So, a fuzzy c-means clustering-based method for image enhancement is proposed which enhances the perceptually invisible image along with preserving its color and naturalness…”
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Fuzzified Cuckoo based Clustering Technique for Network Anomaly Detection Autor Garg, Sahil, Batra, Shalini

“…•A robust anomaly detection technique, i.e., Fuzzified Cuckoo based Clustering Technique (F-CBCT…”
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Local Boundary Fuzzified Rough K -Means-Based Information Granulation Algorithm Under the Principle of Justifiable Granularity Autor Zhang, Tengfei, Zhang, Yudi, Ma, Fumin, Peng, Chen, Yue, Dong, Pedrycz, Witold

“… With this regard, the principle of justifiable granularity was proposed by Pedrycz, and subsequently a general two-phase framework of designing information granules based on Fuzzy C-means clustering…”
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Managing uncertainty in imputing missing symptom value for healthcare of rural India Autor Das, Sayan, Sil, Jaya

“… Methods The data sets are fuzzified to manage uncertainty and fuzzy c-means clustering algorithm has been applied to group the symptom feature vectors into different disease classes…”
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A novel approach for fuzzy clustering based on neutrosophic association matrix Autor Long, Hoang Viet, Ali, Mumtaz, Son, Le Hoang, Khan, Mohsin, Tu, Doan Ngoc

“…•We proposed a new fuzzy clustering algorithm based on the neutrosophic set.•Data are fuzzified to create neutrosophic association and equivalence matrix…”
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Generalized Fuzzy c -Means Clustering and its Property of Fuzzy Classification Function Autor Kanzawa, Yuchi, Miyamoto, Sadaaki

“…This study shows that a generalized fuzzy c -means (gFCM) clustering algorithm, which covers both standard and exponential fuzzy c -means clustering…”
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Low Quality Retinal Blood Vessel Image Boosting Using Fuzzified Clustering Autor Sinha, Sanya, Bhandari, Ashish Kumar, Kumar, Reman

“… Fuzzy c-means clustering groups the intensity levels into multiple clusters and assigns a cluster membership value to each intensity level…”
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C-means clustering fuzzified by two membership relative entropy functions approach incorporating local data information for noisy image segmentation Autor Gharieb, R. R., Gendy, G., Abdelfattah, A.

“…In this paper, C-means algorithm is fuzzified and regularized by incorporating both local data and membership information…”
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Fuzzy time series forecasting based on fuzzy logical relationships and similarity measures Autor Cheng, Shou-Hsiung, Chen, Shyi-Ming, Jian, Wen-Shan

“…) based on fuzzy time series, fuzzy logical relationships, particle swarm optimization techniques, the K-means clustering algorithm, and similarity measures between the subscript of the fuzzy set…”
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Fuzzified Even-Sized Clustering Based on Optimization Autor Kitajima, Kei, Endo, Yasunori, Hamasuna, Yukihiro

“…) is a clustering algorithm that focuses on cluster size with the constraints that cluster sizes must be the same…”
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Hybrid Clustering Model Using Fuzzy Logic and Machine Learning for Targeted Poverty Mapping Autor Adi Putra, Toni Wijanarko, Yulianto Joko Prasetyo, Sri, Hendry, Hendry, Iftikhar, Umna, Nataliani, Yessica

“… The model incorporates K-Means, DBSCAN, and Hierarchical Clustering algorithms to perform clustering on fuzzified data…”
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FuzzifiedPSO and K-Harmonic means algorithm for electrical data clustering Autor Rani, A. Jaya Mabel, Parthipan, Latha

“… The proposed algorithm uses Fuzzified PSO and K-harmonic means algorithm to generate more accurate, robust, better clustering results, best solution in few number of iterations, avoid trapping…”
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Visual tracking of the millennium development goals with a fuzzified self-organizing neural network Autor Sarlin, Peter

“…This paper uses the self-organizing map (SOM), a neural network-based projection and clustering technique, for monitoring the millennium development goals (MDGs…”
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Mining of the Correlations for Fatal Road Accident using Graph-based Fuzzified FP-Growth Algorithm Autor Mudgal, Soniya, Parmar, Mahesh

“… FP Growth Algorithm, Support Vector Machine (SVM) Cluster classification models and simple C-means clustering Algorithm formed Association laws…”
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Fuzzy nonlinear regression with fuzzified radial basis function network Autor Dong Zhang, Luo-Feng Deng, Kai-Yuan Cai, So, A.

“…A fuzzified radial basis function network (FRBFN) is a kind of fuzzy neural network that is obtained by direct fuzzification of the well known neural model RBFN…”
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