Suchergebnisse - CURE (Clustering Using Representatives) algorithm
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Security of SDDN based on Adaptive Clustering Using Representatives (CURE) Algorithm
ISSN: 2210-142XVeröffentlicht: 01.01.2025Veröffentlicht in International Journal of Computing and Digital System (Jāmiʻat al-Baḥrayn. Markaz al-Nashr al-ʻIlmī) (01.01.2025)Volltext
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A robust reconstruction method based on local Bayesian estimation combined with CURE clustering
ISSN: 0020-0255Veröffentlicht: Elsevier Inc 01.10.2024Veröffentlicht in Information sciences (01.10.2024)“… using representatives (CURE) algorithm. In the support domain, this method adopts a two-step process to remove the abnormal points and adjust the weights of discrete points through compound weighting …”
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Hierarchical Cluster Analysis Implementation Using the Algorithm of Clustering Using Representatives
Veröffentlicht: IEEE 20.05.2022Veröffentlicht in 2022 IEEE IAS Global Conference on Emerging Technologies (GlobConET) (20.05.2022)“… , classification and final integration, and each of these approaches involves a set of algorithms …”
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Analysis of Representative Values in Clustering using the CURE Algorithm
ISSN: 2277-3878, 2277-3878Veröffentlicht: 30.07.2020Veröffentlicht in International journal of recent technology and engineering (30.07.2020)“… One of the algorithms in the clustering process is CURE (Clustering Using Representative …”
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Implementation of the Clustering Using Representatives (Cure-sne) Algorithm on Toddler Stunting Data
Veröffentlicht: IEEE 24.10.2024Veröffentlicht in 2024 Ninth International Conference on Informatics and Computing (ICIC) (24.10.2024)“… 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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CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests
ISSN: 1471-2105, 1471-2105Veröffentlicht: London BioMed Central 14.03.2017Veröffentlicht in BMC bioinformatics (14.03.2017)“… Experiments on imbalanced UCI data reveal that the combination of Clustering Using Representatives (CURE …”
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Privacy-Preserving Clustering Using Representatives over Arbitrarily Partitioned Data
ISSN: 2158-107X, 2156-5570Veröffentlicht: West Yorkshire Science and Information (SAI) Organization Limited 01.01.2013Veröffentlicht in International journal of advanced computer science & applications (01.01.2013)“… In this paper, we propose a privacy-preserving clustering using representatives (CURE) algorithm over arbitrarily partitioned data using fully homomor- phic encryption …”
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A Modified Clustering Using Representatives to Enhance and Optimize Tracking and Monitoring of Maritime Traffic in Real-time Using Automatic Identification System Data
Veröffentlicht: IEEE 01.12.2021Veröffentlicht in 2021 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2021)“… In this paper, we introduce a modification of the Clustering Using Representatives (CURE …”
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An Automated Microstructural Analysis of SEM Images for Multiple Domain Sets Using Improved CURE (i-CURE) Algorithm in Machine Learning
ISBN: 9798331522322Veröffentlicht: IEEE 20.06.2025Veröffentlicht in 2025 5th International Conference on Intelligent Technologies (CONIT) (20.06.2025)“… 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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Multi-layer Topology Identification for Low-Voltage Distribution Network Using Autoencoder and Dual-CURE Cluster
Veröffentlicht: IEEE 01.11.2024Veröffentlicht in 2024 IEEE International Conference on Energy Internet (ICEI) (01.11.2024)“… on a fusion autoencoder and an improved Clustering Using Representatives (CURE) algorithm. Firstly, incorrect topology relationships are captured through autoencoders …”
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Landslide susceptibility mapping using O-CURE and PAM clustering algorithms
ISSN: 2296-665X, 2296-665XVeröffentlicht: Lausanne Frontiers Research Foundation 02.03.2023Veröffentlicht in Frontiers in environmental science (02.03.2023)“… : the traditional Clustering Using REpresentatives algorithm (CURE), that is, efficient for large datasets and noise data, the partition influence weight (PIW …”
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A Hybrid Approach to Clustering in Big Data
ISSN: 2168-2267, 2168-2275Veröffentlicht: United States IEEE 01.10.2016Veröffentlicht in IEEE transactions on cybernetics (01.10.2016)“… Specifically, we use k-means, single pass k-means, online k-means, and clustering using representatives (CURE …”
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Genetic algorithm based framework for mining fuzzy association rules
ISSN: 0165-0114, 1872-6801Veröffentlicht: Amsterdam Elsevier B.V 16.06.2005Veröffentlicht in Fuzzy sets and systems (16.06.2005)“… 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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Enhancement of CURE algorithm using Map-Reduce Technique with Parallelism
Veröffentlicht: IEEE 21.12.2023Veröffentlicht in 2023 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI) (21.12.2023)“… Clustering Using Representatives (CURE) is an efficient clustering algorithm that handles voluminous data …”
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Clustering techniques in data mining: A comparison
ISBN: 9380544154, 9789380544151Veröffentlicht: Bharati Vidyapeeth, New Delhi 01.03.2015Veröffentlicht in 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom) (01.03.2015)“… This paper reviews the various clustering algorithms available for data mining and provides a comparative analysis of the various clustering algorithms like DBSCAN, CLARA …”
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Detecting Non-Spherical Clusters Using Modified CURE Algorithm
ISSN: 2643-279XVeröffentlicht: IEEE 28.10.2021Veröffentlicht in International eConference on Computer and Knowledge Engineering (Online) (28.10.2021)“… Clustering using representatives (CURE) algorithm is a robust hierarchical clustering algorithm which is dealing with noise and outliers …”
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Scalable Recommendations Using Clustering Based Collaborative Filtering
Veröffentlicht: IEEE 01.12.2019Veröffentlicht in 2019 International Conference on Information Technology (ICIT) (01.12.2019)“… The core of a CF algorithm is the similarity computations among the users or items, which becomes extremely expensive when new users and items join the system at a very rapid rate …”
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CURE-NS: a hierarchical clustering algorithm with new shrinking scheme
ISBN: 9780780375086, 0780375084Veröffentlicht: IEEE 2002Veröffentlicht in International Conference on Machine Learning and Cybernetics 2002 (2002)“… CURE (clustering using representatives) is an efficient clustering algorithm for large databases, which is more robust to outliers compared …”
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A Groundbreaking Hexagonal Network Design for Smooth LTE-Unlicensed and WLAN Coexistence
Veröffentlicht: IEEE 16.06.2023Veröffentlicht in 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC) (16.06.2023)“… Tremendous demand for mobile data at recent years is solved from new innovations of coexistence among network operators. Extending long term evolution (LTE) …”
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Representative points clustering algorithm based on density factor and relevant degree
ISSN: 1868-8071, 1868-808XVeröffentlicht: Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2017Veröffentlicht in International journal of machine learning and cybernetics (01.04.2017)“… In this paper, on the basis of CURE algorithm, a representative points clustering algorithm based on density factor and relevant degree called RPCDR is proposed …”
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