Výsledky vyhledávání - CURE clustering algorithm

A hybrid approach for text clustering Autor Ajmi Al-Shuwaili, Saad O., Obied Redywi, Sadiq, Naser, Mustafa A.

“…This paper deals with automatic clustering algorithm, which partitions a many of objects to get smaller sets (clusters…”
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Security of SDDN based on Adaptive Clustering Using Representatives (CURE) Algorithm Autor Swefee, Mohammed, A. Abdullah, Alharith

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Cure: an efficient clustering algorithm for large databases Autor Guha, Sudipto, Rastogi, Rajeev, Shim, Kyuseok

“… We propose a new clustering algorithm called CURE that is more robust to outliers, and identifies clusters having non-spherical shapes and wide variances in size…”
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Enhancing CURE Algorithm with Stochastic Neighbor Embedding (CURE-SNE) for Improved Clustering and Outlier Detection Autor Ginting, Dewi Sartika Br, Efendi, Syahril, -, Amalia, Sihombing, Poltak

“…This study focuses on analyzing stunting data using the CURE and CURE-SNE algorithms for clustering and outlier detection…”
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Landslide susceptibility mapping using O-CURE and PAM clustering algorithms Autor Mwakapesa, Deborah Simon, Lan, Xiaoji, Nanehkaran, Yaser Ahangari, Mao, Yimin

“… Thus, to address these problems, this study proposed an optimized clustering algorithm named O-CURE, which combines…”
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Analysis of Representative Values in Clustering using the CURE Algorithm Autor Nst, Umaya Ramadhani Putri, Sutarman, Sirait, Pahala

“… One of the algorithms in the clustering process is CURE (Clustering Using Representative…”
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Importance of CURE Clustering Algorithm over K-Means Clustering Algorithm for Large Data-set Autor Bharadwaj, Prakhar, Gupta, Ragesh, Gurjar, Ravi, Singh, Anurag

“… There are many clustering algorithms proposed over time, and many of them have gained considerable popularity due to the ease of use and efficiency of such algorithms…”
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Classification Based on Structural Information in Data Autor Karabulut, Bergen, Arslan, Güvenç, Ünver, Halil Murat

“… a supervised learning strategy. To obtain this summary, the CURE clustering method was used. The proposed preprocessing method combined with SVM and a new classification method named representative points based SVM (RP-SVM) was developed…”
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Genetic algorithm based framework for mining fuzzy association rules Autor Kaya, M., Alhajj, R.

“… For this purpose, we first present a genetic algorithm (GA) based clustering method that adjusts centroids of the clusters, which are to be handled later as midpoints of triangular membership functions…”
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CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests Autor Ma, Li, Fan, Suohai

“… Results We propose the CURE-SMOTE algorithm for the imbalanced data classification problem…”
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Image Retrieval via CURE Clustering and SIFT Algorithms Autor Tan, Xian

“…This paper, by using the short CURE clustering algorithm and image SIFT identification method, the establishment of a kind of image semantic clustering fusion model…”
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DDoS detection using CURE clustering algorithm with outlier removal clustering for handling outliers Autor Laksono, Muhammad Agung Tri, Purwanto, Yudha, Novianty, Astri

“… In this paper, we introduce a method of network traffic anomaly (DDoS) detection using modernization of the traditional hierarchical clustering algorithm that is CURE clustering algorithm…”
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Vehicles recognition based on the size characteristics and the CURE clustering algorithm Autor Yang Min, Yuhui Li

“… The vehicle template library was built based on CURE clustering algorithm. The experimental results show that the proposed method has higher rate of recognition…”
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Multi-Label Learning with Class-Based Features Using Extended Centroid-Based Classification Technique (CCBF) Autor Devi, P.R. Suganya, Baskaran, R., Abirami, S.

“…). In this paper, a new algorithm adaptation method called centroid-based multi-label classification using class-based features (CCBF…”
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Implementation of the Clustering Using Representatives (Cure-sne) Algorithm on Toddler Stunting Data Autor Ginting, Dewi Sartika Br, Efendi, Syahril, Amalia, Sihombing, Poltak, Aldeena, Muhammad Iqbal, Marianto, Ivanny Putri

“…This study investigates the application of the Clustering Using Representatives (Cure-sne) algorithm to analyze toddler stunting data, focusing on four key variables…”
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View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering? Autor Hu, Shizhe, Lou, Zhengzheng, Ye, Yangdong

“…Weighted multi-view clustering (MVC) aims to combine the complementary information of multi-view data…”
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An Automated Microstructural Analysis of SEM Images for Multiple Domain Sets Using Improved CURE (i-CURE) Algorithm in Machine Learning Autor Sornalakshmi, M, Sakthimohan, M, Elizabeth Rani, G, Karthigadevi, K, Tamil Selvan, S, Sanjeevi Kumar, V

“…In real time materials plays a vital role in all fields. Scanning Electron Microscopic (SEM) images are used for imaging the materials and it provides…”
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A Low-Carbon and Economic Dispatch Strategy for a Multi-Microgrid Based on a Meteorological Classification to Handle the Uncertainty of Wind Power Autor Liu, Yang, Li, Xueling, Liu, Yamei

“…In a modern power system, reducing carbon emissions has become a significant goal in mitigating the impact of global warming. Therefore, renewable energy…”
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Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining Autor Alhajj, Reda, Kaya, Mehmet

“… However, most of the earlier algorithms proposed for fuzzy association rules mining either assume that fuzzy sets are given or employ a clustering algorithm, like CURE, to decide on fuzzy sets…”
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Detecting Non-Spherical Clusters Using Modified CURE Algorithm Autor Safdari-Vaighani, Arezou, Salehpour, Pedram, Feizi-Derakhshi, Mohammad-Reza

“…Clustering using representatives (CURE) algorithm is a robust hierarchical clustering algorithm which is dealing with noise and outliers…”
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