Search Results - clustering algorithms

On Evaluation of Data Stream Clustering Algorithms: A Survey

Authors: Nordahl, Christian Boeva, Veselka, Professor Grahn, Håkan et al.

Source: IEEE Access. 13:139524-139546

Subject Terms: Cluster analysis, cluster validation indices, cluster validation measures, clustering, data stream clustering, data stream mining, data streams, evaluation, review, streaming data, Clustering algorithms, Data mining, Iterative methods, Quality control, Cluster validation, Cluster validation index, Cluster validation measure, Clusterings, Data stream, Data streams mining, Validation index, Reviews

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-28542
https://doi.org/10.1109/ACCESS.2025.3596435

Comparative stability analysis of mixed clustering algorithms for Malaysian dengue epidemiology using topological descriptors.

Authors: Jie OC Zulkepli NFS Gobithaasan RU et al.

Source: Acta tropica [Acta Trop] 2025 Oct; Vol. 270, pp. 107769. Date of Electronic Publication: 2025 Aug 06.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0370374 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6254 (Electronic) Linking ISSN: 0001706X NLM ISO Abbreviation: Acta Trop Subsets: MEDLINE

MeSH Terms: Dengue*/epidemiology , Dengue*/transmission , Algorithms*, Malaysia/epidemiology ; Humans ; Cluster Analysis ; Clustering Algorithms

Validating the Utility of Supervised Clustering Algorithm for Precise [11C]DPA-713 PET Brain Image Quantification

Authors: Lee, Youjin Nguyen, Thanh D. Du, Yong et al.

Source: J Nucl Med

Subject Terms: Male, Adult, Pyridines, Brain, Middle Aged, Pyrrolidinones, Clustering Algorithms, Pyrimidines, Positron-Emission Tomography, Image Processing, Computer-Assisted, Humans, Pyrazoles, Cluster Analysis, Female, Clinical Investigation, Carbon Radioisotopes, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/40180563

An energy efficient clustering algorithm based on density and fitness for mobile crowd-sensing network

Authors: Hao Li Hongwei Wang Kaiyu Wang et al.

Source: Journal of Engineering Research. 13:2381-2391

Subject Terms: MCLEC, публикации ученых, еnergy efficien, internet of things, сlustering algorithm, mobile applications

File Description: application/pdf

PAM clustering algorithm based on mutual information matrix for ATR-FTIR spectral feature selection and disease diagnosis.

Authors: Condino F Crocco MC Guzzi R

Source: BMC medical research methodology [BMC Med Res Methodol] 2025 Oct 01; Vol. 25 (1), pp. 225. Date of Electronic Publication: 2025 Oct 01.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE

MeSH Terms: Algorithms* , Multiple Sclerosis*/diagnosis, Humans ; Cluster Analysis ; Spectroscopy, Fourier Transform Infrared/methods ; Clustering Algorithms

A novel approach for the segmentation of retinal images by integration K-means clustering algorithm with graph cut for image segmentation.

Authors: Bhoopalan R Priyadharshini S

Source: Scientific reports [Sci Rep] 2025 Oct 15; Vol. 15 (1), pp. 35950. Date of Electronic Publication: 2025 Oct 15.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Algorithms* , Retina*/diagnostic imaging , Retina*/pathology , Diabetic Retinopathy*/diagnostic imaging , Diabetic Retinopathy*/diagnosis , Image Processing, Computer-Assisted*/methods, Humans ; Cluster Analysis ; Signal-To-Noise Ratio ; Clustering Algorithms

A Clustering Validity Index With Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms

Authors: Yiming Tang Bing Li Witold Pedrycz et al.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47:8379-8396

EM-Based Algorithm for Unsupervised Clustering of Measurements from a Radar Sensor Network

Authors: Linjie Yan Pia Addabbo Nicomino Fiscante et al.

Source: IEEE Transactions on Aerospace and Electronic Systems. 61:787-801

Subject Terms: Signal Processing (eess.SP), Electrical engineering. Electronics Nuclear engineering, Batch algorithms, Clustering algorithms, Computational modeling, expectation-maximization, measurement clustering, multiple moving targets, Radar, radar, Radar tracking, Random variables, sensor network, Target tracking, Time measurement, unsupervised learning, FOS: Electrical engineering, electronic engineering, information engineering, G.3, Electrical Engineering and Systems Science - Signal Processing, Radar,Radar tracking,Clustering algorithms,Time measurement,Random variables,Computational modeling,Target tracking

File Description: text

Access URL: http://arxiv.org/abs/2405.02643
https://hdl.handle.net/11590/490293
https://doi.org/10.1109/TAES.2024.3448390
https://hdl.handle.net/11568/1272567
https://doi.org/10.1109/TAES.2024.3448390

A Comparative Study of Sequence Clustering Algorithms

Authors: Zhen Ju Huiling Zhang Jingjing Zhang et al.

Source: Big Data Mining and Analytics. 8:1011-1022

Quantitative evaluation of unsupervised clustering algorithms for dynamic total-body PET image analysis

Authors: Oona Rainio Maria K. Jaakkola Riku Klén

Source: Journal of Medical Engineering & Technology. 49:37-44

Subject Terms: Male, FOS: Computer and information sciences, Principal Component Analysis, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Statistics - Applications, Clustering Algorithms, Fuzzy Logic, Positron-Emission Tomography, Image Processing, Computer-Assisted, Humans, Cluster Analysis, Whole Body Imaging, Applications (stat.AP), Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/39976472
http://arxiv.org/abs/2502.07511

PMWFCM: A Possibility based MultiKernel Weighted Fuzzy Clustering Algorithm for classification of driving behaviors

Authors: Ning Ma Kaijun Wu Yubin Yuan et al.

Source: Alexandria Engineering Journal, Vol 113, Iss, Pp 249-261 (2025)

Subject Terms: Traffic driving assessment, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Kernel function, Fuzzy clustering algorithm, Possibilistic fuzzy clustering, 02 engineering and technology, TA1-2040, Engineering (General). Civil engineering (General), 01 natural sciences

Access URL: https://doaj.org/article/43cb12dcf3a14505be449c45f340a853

MSHC: a multi-stage hypergraph clustering algorithm

Authors: ZHANG Chunying WANG Jing LIU Lu et al.

Source: Shenzhen Daxue xuebao. Ligong ban, Vol 42, Iss 1, Pp 68-76 (2025)

Subject Terms: hypergraph reduction, Technology, hypergraph clustering, set pair analysis theory, genetic algorithm, hypergraph modularity, multi-stage clustering, data processing

Access URL: https://doaj.org/article/b993db66d6334a88bde9bc09a666ef2b

Application of Improved Clustering Algorithm in Blended Teaching of Digital Electronic Technology under the Context of 'Internet+'

Authors: Wenming Wang Guijiang Liu Deyang Liu et al.

Source: International Journal of Information and Communication Technology Education. 2025 21(1).

Peer Reviewed: Y

Page Count: 14

Descriptors: Algorithms, Blended Learning, Educational Technology, Internet, Student Behavior, Learning Processes, Teaching Methods, Technology Integration, Electronic Learning, Online Courses

Logical reasoning-enhanced interactive clustering: an efficient algorithm for large-scale datasets.

Authors: Zhou, Ning Cao, Jiawei

Source: Visual Computer. Oct2025, Vol. 41 Issue 13, p10559-10576. 18p.

Subject Terms: *CLUSTERING algorithms, *ALGORITHMS, *CLUSTER analysis (Statistics), *METADATA, *BIG data, *LOGIC

Modeling an Image Clustering Algorithm For Detecting Overheated Railway Axle

Authors: Oleksandr Gertsiy Serhii Karnatov Vitaliy Gladish et al.

Source: Збірник наукових праць Державного університету інфраструктури та технологій: серія "Транспортні системи і технології", Iss 45 (2025)

Subject Terms: temperature indicators, Transportation engineering, monitoring, TA1001-1280, segmentation, thermographic images, modeling, clustering

Access URL: https://doaj.org/article/faa0168287ad497ea86651356469244a

WORK LIFE BALANCE AMONG WOMEN TEACHERS IN HIGHER EDUCATION USING CLUSTERING ALGORITHMS

Authors: null Logeswari B

Source: International Journal of Applied Mathematics. 38:257-268

Comparative benchmarking of single-cell clustering algorithms for transcriptomic and proteomic data.

Authors: Yin YH Wang F Li W et al.

Source: Genome biology [Genome Biol] 2025 Sep 03; Vol. 26 (1), pp. 265. Date of Electronic Publication: 2025 Sep 03.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 100960660 Publication Model: Electronic Cited Medium: Internet ISSN: 1474-760X (Electronic) Linking ISSN: 14747596 NLM ISO Abbreviation: Genome Biol Subsets: MEDLINE

MeSH Terms: Single-Cell Analysis*/methods , Algorithms* , Proteomics*/methods , Gene Expression Profiling*/methods , Transcriptome*, Benchmarking ; Cluster Analysis ; Humans ; Clustering Algorithms

A Parametric Design Method for Landscape Garden Layout Based on Clustering Algorithm.

Authors: Lin, Zhu¹ (AUTHOR) 11096@bitzh.edu.cn

Source: International Journal of High Speed Electronics & Systems. Dec2025, Vol. 34 Issue 4, p1-29. 29p.

Subject Terms: *COMPUTER software, CLUSTERING algorithms, LANDSCAPE architecture, HAMMING distance, LANDSCAPE gardening, LANDSCAPE design

Clusterization of New Student Promotion Strategy Determination at Prisma University Manado Using K-Means Algorithm and Agglomerative Hierarchical Clustering

Authors: Ngurah Daniel Palar

Source: Dinasti International Journal of Education Management And Social Science. 6:4995-5015

CADENCE: Clustering Algorithm─Density-Based Exploration and Novelty Clustering with Efficiency.

Authors: Chen L Roe DR Miranda-Quintana RA

Source: Journal of chemical information and modeling [J Chem Inf Model] 2025 Jul 14; Vol. 65 (13), pp. 6968-6975. Date of Electronic Publication: 2025 Jun 17.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

MeSH Terms: Algorithms* , Molecular Dynamics Simulation* , Proteins*/chemistry, Cluster Analysis ; Software ; Clustering Algorithms