Search Results - Center-based clustering algorithms

A novel density peaks clustering algorithm for automatic selection of clustering centers based on K-nearest neighbors

Authors: Zhihe Wang Huan Wang Hui Du et al.

Source: Mathematical Biosciences and Engineering, Vol 20, Iss 7, Pp 11875-11894 (2023)

Subject Terms: cluster centers, k-nearest neighbors, QA1-939, density peak, vary densities, TP248.13-248.65, Mathematics, clustering, labels, Biotechnology

Access URL: https://pubmed.ncbi.nlm.nih.gov/37501424
https://doaj.org/article/6f0def2ddba443b7bdc57bc861acdca0

CBCG: A Clustering Algorithm Based on Bidirectional Conical Information Granularity

Authors: Bin Yu Zijian Zheng Mingjie Cai et al.

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

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

File Description: application/pdf

Access URL: https://hdl.handle.net/20.500.12713/6559

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

Authors: Avisek Gupta Swagatam Das

Source: Information Sciences. 590:29-44

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

IDCUP Algorithm to Classifying Arbitrary Shapes and Densities for Center-based Clustering Performance Analysis

Authors: Saud Altaf Muhammad Waseem Waseem Laila Kazmi

Source: Interdisciplinary Journal of Information, Knowledge, and Management. 15:091-108

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

Access URL: http://www.ijikm.org/Volume15/IJIKMv15p091-108Altaf6036.pdf
http://www.ijikm.org/Volume15/IJIKMv15p091-108Altaf6036.pdf
https://www.informingscience.org/Publications/4541

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

Authors: Cheng, Mingchang Liu, Liu Ma, Tiefeng et al.

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

Subject Terms: *CLUSTERING algorithms, *DATA distribution, *ALGORITHMS

Chapter 9: Center-Based Clustering Algorithms

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

k-CCM: A Center-Based Algorithm for Clustering Categorical Data with Missing Values

Authors: Duy-Tai Dinh Van-Nam Huynh

Source: Lecture Notes in Computer Science ISBN: 9783030002015

Subject Terms: 2. Zero hunger

Access URL: https://link.springer.com/chapter/10.1007/978-3-030-00202-2_22
https://dblp.uni-trier.de/db/conf/mdai/mdai2018.html#DinhH18
https://rd.springer.com/chapter/10.1007/978-3-030-00202-2_22

CENTRE-BASED HARD CLUSTERING ALGORITHMS FOR Y-STR DATA

Authors: Ali Seman Zainab Abu Bakar Azizian Mohd Sapawi

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

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

File Description: 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

Access URL: https://doaj.org/article/8d2680bceded47bca02205226105ca5e

A Density-Center-Based Automatic Clustering Algorithm for IoT Data Analysis

Authors: Zhang, Tao Zhou, Meng Chu Guo, Xiwang et al.

Source: Faculty Publications

Subject Terms: Density clustering, density peaks, Internet of Things (IoT), neighborhood, nonparametric

Relation: https://digitalcommons.njit.edu/fac_pubs/2406

Availability: https://digitalcommons.njit.edu/fac_pubs/2406
https://doi.org/10.1109/JIOT.2022.3194886

An Evolutionary Multi-centers Based Dynamical Clustering Algorithm

Authors: Hongyun Ye Zhiwei Ni

Source: Third International Conference on Natural Computation (ICNC 2007) Vol V. :586-590

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

Access URL: https://ieeexplore.ieee.org/document/4344907/
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004305112
http://ieeexplore.ieee.org/document/4344907/
https://dblp.uni-trier.de/db/conf/icnc/icnc2007-5.html#YeN07

Applying a particle swarm optimizer controlled by a fuzzy logic controller in a multi-pivot means clustering algorithm.

Authors: Xia, Xuewen Li, Minghan Song, Haojie et al.

Source: Applied Soft Computing. Jan2026:Part A, Vol. 186, pN.PAG-N.PAG. 1p.

Subject Terms: Fuzzy clustering technique, Particle swarm optimization, Classification, Optimization algorithms, Clustering algorithms

RISM clustering algorithm based on relative density and inter-cluster connectivity degree.

Authors: Gong, Ming Zhou, Yuqing Ma, Yan

Source: Scientific Reports; 11/24/2025, Vol. 15 Issue 1, p1-22, 22p

Subject Terms: CLUSTERING algorithms, DENSITY, QUANTITATIVE research, DATA structures

Uncertain data density peak clustering algorithm based on JS divergence

Authors: Li Song Liu Xiaonan Liu Juan

Source: Insights of Automation in Manufacturing. 1:136-148

Application of GRKM Clustering Algorithm for DNA Data Analysis Using Self‐Encoder Dimensionality Reduction.

Authors: Chen, Xianglong Li, Haijun Yang, Yue et al.

Source: Journal of Sensors; 6/13/2025, Vol. 2025, p1-15, 15p

Subject Terms: CLUSTERING algorithms, OPTIMIZATION algorithms, DNA analysis, AUTOENCODERS, RANDOM walks

A Unified Framework for Center-based Clustering of Distributed Data

Authors: Armacki, Aleksandar Bajović, Dragana Jakovetić, Dušan et al.

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

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

New Automated Approach to Selection of Mapper Clustering Parameters.

Authors: Fitzpatrick, Padraig Jurek-Loughrey, Anna Dłotko, Paweł

Source: ACM Transactions on Knowledge Discovery from Data; Sep2025, Vol. 19 Issue 8, p1-36, 36p

Subject Terms: ENSEMBLE learning, CLUSTERING algorithms, MATHEMATICAL optimization, METADATA, TOPOLOGY, DATA analysis, DATA mapping

A Novel Approach For Prediction Of Healthcare Center Discovery Based On Recommendation System For Car Accidents For Ghana.

Authors: Shah, Jaimeel Ardiabah, Anthony Ganatra, Amit

Source: African Journal of Biomedical Research; 2025 Supplement, Vol. 28, p2120-2128, 9p

Subject Terms: RECOMMENDER systems, CLUSTERING algorithms, ASSOCIATION rule mining, GHANAIANS, TRAFFIC accidents, DATA quality, MEDICAL care

Geographic Terms: GHANA

A review on clustering algorithms for spatiotemporal seismicity analysis.

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

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

Subject Terms: CLUSTERING algorithms, MACHINE learning, EARTHQUAKE zones, EARTHQUAKES, MATHEMATICAL statistics

An Algorithm for Clustering with Confidence-Based Must-Link and Cannot-Link Constraints.

Authors: Baumann, Philipp Hochbaum, Dorit S.

Source: INFORMS Journal on Computing; Jul/Aug2025, Vol. 37 Issue 4, p1044-1068, 25p

Subject Terms: CLUSTERING algorithms, INTEGER programming, SUPERVISED learning

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

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

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

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