Výsledky vyhledávání - Center-based clustering algorithms*

On efficient model selection for sparse hard and fuzzy center-based clustering algorithms

Autoři: Avisek Gupta Swagatam Das

Zdroj: Information Sciences. 590:29-44

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

MapReduce algorithms for robust center-based clustering in doubling metrics

Autoři: Enrico Dandolo Alessio Mazzetto Andrea Pietracaprina a další

Zdroj: Journal of Parallel and Distributed Computing. 194:104966

Chapter 9: Center-Based Clustering Algorithms

Zdroj: Data Clustering: Theory, Algorithms, and Applications, Second Edition ISBN: 9781611976328

Socially Fair Center-Based and Linear Subspace Clustering

Autoři: Gorantla, Sruthi Gowda, Kishen N. Deshpande, Amit a další

Zdroj: Lecture Notes in Computer Science ISBN: 9783031434112

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Computers and Society, Computer Science - Data Structures and Algorithms, Computers and Society (cs.CY), 0202 electrical engineering, electronic engineering, information engineering, Data Structures and Algorithms (cs.DS), 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2208.10095

klcluster: Center-based Clustering of Trajectories

Autoři: Natasja van de L'Isle Anne Driemel Kevin Buchin a další

Zdroj: Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. :496-499

Témata: 0202 electrical engineering, electronic engineering, information engineering, Computational Geometry, 0102 computer and information sciences, 02 engineering and technology, Algorithms and Data Structures, 01 natural sciences, Clustering, Trajectories

Přístupová URL adresa: https://research.tue.nl/en/publications/b9fb71d3-51f5-46c9-8fab-d2acd2af5e45
https://doi.org/10.1145/3347146.3359111

Local search-based meta-heuristics combined with an improved K-Means++ clustering algorithm for unmanned surface vessel scheduling.

Autoři: Tang, Weiyu Gao, Kaizhou Ma, Zhenfang a další

Zdroj: International Journal of Production Research; Sep2025, Vol. 63 Issue 17, p6339-6363, 25p

Témata: K-means clustering, SCHEDULING, BOATS & boating, COMPUTER performance, HEURISTIC, ARTIFICIAL intelligence, METAHEURISTIC algorithms

CENTRE-BASED HARD CLUSTERING ALGORITHMS FOR Y-STR DATA

Autoři: Ali Seman Zainab Abu Bakar Azizian Mohd Sapawi

Zdroj: Malaysian Journal of Computing, Vol 1, Pp 62-73 (2010)

Témata: centre-based clustering, k-means, k-modes, k-medoids, y-str data, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: https://mjoc.uitm.edu.my/main/images/journal/vol1-2010/07-Centre-Based-Hard-Clustering-for-Y-STR-Data-Ali-Seman.pdf; https://doaj.org/toc/2600-8238

Přístupová URL adresa: https://doaj.org/article/8d2680bceded47bca02205226105ca5e

Aggregated center-based clustering algorithm based on principal component radius.

Autoři: Cheng, Mingchang Liu, Liu Ma, Tiefeng a další

Zdroj: Neurocomputing. Apr2025, Vol. 624, pN.PAG-N.PAG. 1p.

Témata: *CLUSTERING algorithms, *DATA distribution, *ALGORITHMS

K-Means Optimization Algorithms of Initial Clustering Center Based on Regional Density

Autoři: Rui Cai Fei Li Yan Xiang He a další

Zdroj: Applied Mechanics and Materials. :478-482

Témata: 0508 media and communications, 05 social sciences, 0101 mathematics, 01 natural sciences

Přístupová URL adresa: https://www.scientific.net/AMM.513-517.478

Algorithms for center-based trajectory clustering

Autoři: van de L'Isle, N.A.F.

Témata: Master, Master

URL: https://pure.tue.nl/ws/files/125739911/thesis_NatasjaVanDeLIsle.pdf_2.pdf
https://pure.tue.nl/ws/files/125739911/thesis_NatasjaVanDeLIsle.pdf_2.pdf

A Unified Framework for Center-based Clustering of Distributed Data

Autoři: Armacki, Aleksandar Bajović, Dragana Jakovetić, Dušan a další

Témata: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Multiagent Systems, text

URL: http://arxiv.org/abs/2402.01302

A Combined Two-Stage Clustering and Sequential Protective Submatrix Algorithms in Emergency Facility Coverage Sets.

Autoři: Bagheri Monfared, Shima Kamranrad, Reza Zareei, Mostafa

Zdroj: Advances in Industrial Engineering; Dec2025, Vol. 59 Issue 2, p377-399, 23p

Témata: LOGISTICS, EMERGENCY management, METAHEURISTIC algorithms, CLUSTERING algorithms, MATHEMATICAL models, RESOURCE allocation, ECONOMIC efficiency

A review on clustering algorithms for spatiotemporal seismicity analysis.

Autoři: Vijay, Rahul Kumar Nanda, Satyasai Jagannath Sharma, Ashish

Zdroj: Artificial Intelligence Review; Aug2025, Vol. 58 Issue 8, p1-61, 61p

Témata: CLUSTERING algorithms, MACHINE learning, EARTHQUAKE zones, EARTHQUAKES, MATHEMATICAL statistics

CBCG: A Clustering Algorithm Based on Bidirectional Conical Information Granularity

Autoři: Bin Yu Zijian Zheng Mingjie Cai a další

Zdroj: IEEE Transactions on Fuzzy Systems. 32:4388-4400

Témata: Two-Step Division, Bidirectional Conical İnformation Granularity, Fuzzy İmportance Degree (FID), Center-Based Clustering, K-bidirectional Conical İnformation Granularity

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/20.500.12713/6559

Comparison of the Performance of Center-Based Clustering Algorithms

Autoři: Bin Zhang

Zdroj: Lecture Notes in Computer Science ISBN: 9783540047605

Přístupová URL adresa: https://rd.springer.com/chapter/10.1007%2F3-540-36175-8_7
https://link.springer.com/content/pdf/10.1007/3-540-36175-8_7.pdf
https://dblp.uni-trier.de/db/conf/pakdd/pakdd2003.html#Zhang03
https://dl.acm.org/doi/10.5555/1760894.1760905
https://link.springer.com/chapter/10.1007/3-540-36175-8_7

Quadratic surface center-based possibilistic fuzzy clustering with kernel metric and local information for image segmentation.

Autoři: Wu, Chengmao Wang, Zeren

Zdroj: Multimedia Tools & Applications; May2024, Vol. 83 Issue 15, p44147-44191, 45p

Témata: FUZZY algorithms, HESSIAN matrices, IMAGE denoising, IMAGE segmentation, ALGORITHMS, KERNEL functions

Near-Optimal Algorithms for Constrained k-Center Clustering with Instance-level Background Knowledge

Autoři: Guo, Longkun Jia, Chaoqi Liao, Kewen a další

Témata: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2401.12533

9. Center-Based Clustering Algorithms

Zdroj: Data Clustering: Theory, Algorithms, and Applications ISBN: 9780898716238

The Effectiveness of Uniform Sampling for Center-Based Clustering with Outliers

Autoři: Ding, Hu Huang, Jiawei Yu, Haikuo

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Data Structures and Algorithms, 0202 electrical engineering, electronic engineering, information engineering, Data Structures and Algorithms (cs.DS), 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/1905.10143

IDCUP ALGORITHM TO CLASSIFYING ARBITRARY SHAPES AND DENSITIES FOR CENTER-BASED CLUSTERING PERFORMANCE ANALYSIS.

Autoři: Altaf, Saud Soomro, Muhammad Waseem Kazmi, Laila

Zdroj: Interdisciplinary Journal of Information, Knowledge & Management. 2020, Vol. 15, p91-108. 18p. 4 Diagrams, 1 Chart, 6 Graphs.

Témata: *CLUSTER analysis (Statistics), *ALGORITHMS, *BIG data, *CENTROID, *K-means clustering, *VECTOR data