Search Results - partitional clustering algorithm

Efficient Density-Based Partitional Clustering Algorithm

Authors: Alamgir, Zareen Naveed, Hina

Source: COMPUTING AND INFORMATICS; Vol. 40 No. 6 (2021): Computing and Informatics; 1322–1344

Subject Terms: density-based K-means, EDK-means, 0202 electrical engineering, electronic engineering, information engineering, partitional clustering, 91C20, 02 engineering and technology, K-means, 11Y16, Clustering

File Description: application/pdf

Access URL: https://www.cai.sk/ojs/index.php/cai/article/view/2021_6_1322

Asset Allocation based on a Partitional Clustering Algorithm

Authors: Flávio Gabriel Duarte Leandro Nunes Castro

Source: Anais do 15. Congresso Brasileiro de Inteligência Computacional. :1-6

Subject Terms: 0502 economics and business, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://sbic.org.br/wp-content/uploads/2021/09/pdf/CBIC_2021_paper_49.pdf

Partitional Clustering Algorithms

Authors: M. Emre Celebi

Resource Type: eBook.

Subjects: Algorithms, Computer algorithms, Cluster analysis

Categories: TECHNOLOGY & ENGINEERING / Telecommunications, COMPUTERS / Networking / General, TECHNOLOGY & ENGINEERING / Signals & Signal Processing

Improved fast partitional clustering algorithm for text clustering

Authors: Sebastián Bejos José Ariel Carrasco-Ochoa J. Fco. Martínez-Trinidad et al.

Source: Journal of Intelligent & Fuzzy Systems. 39:2137-2145

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://content.iospress.com/doi/10.3233/JIFS-179879
https://dblp.uni-trier.de/db/journals/jifs/jifs39.html#BejosFMC20
https://doi.org/10.3233/JIFS-179879

A Study of Big Data Security on a Partitional Clustering Algorithm with Perturbation Technique

Authors: V. Santhana Marichamy V. Natarajan

Source: 2020 International Conference on Smart Electronics and Communication (ICOSEC). :482-486

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=9215241
http://xplorestaging.ieee.org/ielx7/9210168/9215228/09215241.pdf?arnumber=9215241

An effective partitional clustering algorithm based on new clustering validity index

Authors: Ruhui Ma Erzhou Zhu

Source: Applied Soft Computing. 71:608-621

Subject Terms: 2. Zero hunger, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 10. No inequality

Access URL: https://www.sciencedirect.com/science/article/pii/S1568494618304149
https://dblp.uni-trier.de/db/journals/asc/asc71.html#ZhuM18

A fast and effective partitional clustering algorithm for large categorical datasets using a k -means based approach

Authors: Sami Naouali Zied Chtourou Semeh Ben Salem

Source: Computers & Electrical Engineering. 68:463-483

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://www.sciencedirect.com/science/article/abs/pii/S0045790617327131
https://jglobal.jst.go.jp/detail?JGLOBAL_ID=201802282349129701
https://doi.org/10.1016/j.compeleceng.2018.04.023

A Fast Partitional Clustering Algorithm based on Nearest Neighbours Heuristics

Authors: Debasis Ganguly

Source: Pattern Recognition Letters. 112:198-204

Subject Terms: 2. Zero hunger, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/prl/prl112.html#Ganguly18
http://ui.adsabs.harvard.edu/abs/2018PaReL.112..198G/abstract
https://www.sciencedirect.com/science/article/pii/S0167865518303143

Incorporating Stability and Error-based Constraints for a Novel Partitional Clustering Algorithm

Authors: K. Aparna Mydhili K. Nair

Source: International Journal of Technology, Vol 7, Iss 4, Pp 691-700 (2016)

Subject Terms: Bisecting K-Means, Constraints, High dimensionality, Mean Square Error (MSE), Partitional clustering, Stability, Technology, Technology (General), T1-995

File Description: electronic resource

Relation: http://ijtech.eng.ui.ac.id/article/view/1683; https://doaj.org/toc/2086-9614; https://doaj.org/toc/2087-2100

Access URL: https://doaj.org/article/596f2bbef8a340dabe8a25d6f01b3b25

Big Data Performance Analysis on a Hadoop Distributed File System Based on Modified Partitional Clustering Algorithm

Authors: V. Santhana Marichamy V. Natarajan

Source: Lecture Notes on Data Engineering and Communications Technologies ISBN: 9783030345143

Access URL: https://link.springer.com/chapter/10.1007%2F978-3-030-34515-0_48

A Study on Initial Centroids Selection for Partitional Clustering Algorithms

Authors: Amit Gupta Mahesh Motwani Neeti Arora

Source: Advances in Intelligent Systems and Computing ISBN: 9789811088476

Access URL: https://link.springer.com/chapter/10.1007/978-981-10-8848-3_21
https://rd.springer.com/chapter/10.1007/978-981-10-8848-3_21

Bölümleyici Kümeleme için Doğru Merkezi Noktaların Tayini. (Turkish)

Alternate Title: Determining Accurate Centroids in Partitional Clustering. (English)

Authors: Özyer, Sibel Tarıyan

Source: Dicle University Journal of Engineering / Dicle Üniversitesi Mühendislik Dergisi; haz2024, Vol. 15 Issue 2, p277-284, 8p

Subject Terms: CLUSTERING algorithms, DATA mining, ALGORITHMS

k-ATTRACTORS: A PARTITIONAL CLUSTERING ALGORITHM FOR NUMERIC DATA ANALYSIS

Authors: Yiannis Kanellopoulos Christos Tjortjis Christos Makris et al.

Source: Applied Artificial Intelligence. 25:97-115

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/aai/aai25.html#KanellopoulosATMT11
https://www.tandfonline.com/doi/full/10.1080/08839514.2011.534590
http://students.ceid.upatras.gr/~tsirakis/publications/k-Attractors_A_Partitional_Clustering_Algorithm_for_Numeric_Data_analysis.pdf
https://doi.org/10.1080/08839514.2011.534590

Research of case retrieval strategy based on partitional clustering algorithm

Authors: Dan Liu Shi-xia Ma Jian-hua Liu

Source: 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE). :307-310

Subject Terms: 0502 economics and business, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005451517
http://ieeexplore.ieee.org/document/5451517/
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5451517
https://ieeexplore.ieee.org/document/5451517/

A partitional clustering algorithm validated by a clustering tendency index based on graph theory

Authors: Joaquim Pinto da Costa Paula Brito Helena Brás Silva

Source: Pattern Recognition. 39:776-788

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0101 mathematics, 01 natural sciences

Access URL: https://dl.acm.org/doi/10.1016/j.patcog.2005.10.027
https://www.sciencedirect.com/science/article/pii/S0031320305004292
https://dblp.uni-trier.de/db/journals/pr/pr39.html#SilvaBC06

Corpus Characteristics-Based Method to Centroids Number Determination for Clustering Text Documents.

Authors: Sandino Magallon-Juan-Qui, Inti Francisco Martinez-Trinidad, Jose Vilarino-Ayala, Darnes et al.

Source: Journal of Scientometric Research; Jan-Apr2025, Vol. 14 Issue 1, p319-330, 12p

Subject Terms: CLUSTERING algorithms, K-means clustering, DOCUMENT clustering, CENTROID, PROBLEM solving

Partitional clustering algorithms / editor M. Emre Celebi.

Contributors: Celebi, M. Emre. Springer-Verlag (Berlin). pbl

Source: Bibliogr. przy rozdz.

Subject Terms: Algorytmy

Access URL: http://katalog.nukat.edu.pl/lib/item?id=chamo:3372427&theme=nukat

Hybrid of Hierarchical and Partitional Clustering Algorithm for Gene Expression Data

Authors: Lizawati Mi Yusuf Shamini Raja Kumaran Mohd Shahizan Othman

Source: IOP Conference Series: Materials Science and Engineering. 864:012071

Subject Terms: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ui.adsabs.harvard.edu/abs/2020MS&E..864a2071R/abstract
https://iopscience.iop.org/article/10.1088/1757-899X/864/1/012071

An Optimal and Stable Algorithm for Clustering Numerical Data

Authors: Ali Seman Azizian Mohd Sapawi

Source: Algorithms, Vol 14, Iss 7, p 197 (2021)

Subject Terms: numerical clustering, categorical clustering, cluster analysis, partitional clustering algorithm, fuzzy clustering, Industrial engineering. Management engineering, T55.4-60.8, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.mdpi.com/1999-4893/14/7/197; https://doaj.org/toc/1999-4893

Access URL: https://doaj.org/article/3bbc638567824795b6d3ace9057b9f1b

An effective partitional clustering algorithm based on new clustering validity index.

Authors: Zhu, Erzhou Ma, Ruhui

Source: Applied Soft Computing. Oct2018, Vol. 71, p608-621. 14p.

Subject Terms: K-means clustering, Cluster analysis (Statistics), Multivariate analysis, Cluster randomized controlled trials, Randomized controlled trials