Search Results - Clustering—Algorithms General Terms Algorithms*

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

Authors: Yu-Hang Yin Fang Wang Wei Li et al.

Source: Genome Biology, Vol 26, Iss 1, Pp 1-34 (2025)

Subject Terms: Single-cell clustering, Transcriptomics, Proteomics, Feature integration, Biology (General), QH301-705.5, Genetics, QH426-470

File Description: electronic resource

Relation: https://doaj.org/toc/1474-760X

Access URL: https://doaj.org/article/a230f24b88744705bf11f4292c6ca45d

Improved Fingerprint-Based Localization Based on Sequential Hybridization of Clustering Algorithms

Authors: Abdulmalik Shehu Yaro Filip Maly Pavel Prazak et al.

Source: Emerging Science Journal, Vol 8, Iss 2, Pp 394-406 (2024)

Subject Terms: clustering, closest ap, k-nn, sequential hybrid, localization accuracy, rss, k-means., Technology (General), T1-995, Social sciences (General), H1-99

File Description: electronic resource

Relation: https://www.ijournalse.org/index.php/ESJ/article/view/2192; https://doaj.org/toc/2610-9182

Access URL: https://doaj.org/article/cf1a5a3d04c64ffc916c1d93ef50689a

Machine learning algorithms for 5G optical networks

Authors: Ibrahim Mohamed Badr, Asmaa

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions

Thesis Advisors: Prat Gomà, Josep Joan

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Àrees temàtiques de la UPC::Enginyeria de la telecomunicació

Time: 621.3

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/690170
https://dx.doi.org/10.5821/dissertation-2117-403554

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: *INTEGER programming, CLUSTERING algorithms, SUPERVISED learning

Detecting IoT Anomalies Using Fuzzy Subspace Clustering Algorithms

Authors: Mohamed Shenify Fokrul Alom Mazarbhuiya A. S. Wungreiphi

Source: Applied Sciences, Vol 14, Iss 3, p 1264 (2024)

Subject Terms: anomaly detection, information system, high-dimensional data, dominance relation, fuzzy clustering method, CORE of attribute set, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/14/3/1264; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/1587bf27923f4f97bab06e6b30798d0c

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: Fuzzy clustering algorithm, Possibilistic fuzzy clustering, Kernel function, Traffic driving assessment, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1110016824014959; https://doaj.org/toc/1110-0168

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

Pig behavior recognition and disease warning based on compressed sensing and long-short term memory network

Authors: Ren Wang Mingdong Zhao

Source: Journal of Applied Science and Engineering, Vol 29, Iss 1, Pp 103-111 (2025)

Subject Terms: pig behavior recognition, disease warning, compressed sensing, long and short term memory network, k -means clustering, convolutional neural network, Engineering (General). Civil engineering (General), TA1-2040, Chemical engineering, TP155-156, Physics, QC1-999

File Description: electronic resource

Relation: http://jase.tku.edu.tw/articles/jase-202601-29-01-0010; https://doaj.org/toc/2708-9967; https://doaj.org/toc/2708-9975

Access URL: https://doaj.org/article/d9fbac23690b4679a712b1c01d424c1c

Comparison of machine learning clustering algorithms for detecting heterogeneity of treatment effect in acute respiratory distress syndrome: A secondary analysis of three randomised controlled trials

Authors: Pratik Sinha Alexandra Spicer Kevin L Delucchi et al.

Source: EBioMedicine, Vol 74, Iss , Pp 103697- (2021)

Subject Terms: ARDS, RCTs, Clustering, machine learning, LCA, Heterogeneity of treatment effect, Medicine, Medicine (General), R5-920

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352396421004916; https://doaj.org/toc/2352-3964

Access URL: https://doaj.org/article/dcd0c2641c8d430e8bbc69ed3dea44b9

Coordinated clustering algorithms to support charging infrastructure design for electric vehicles

Authors: Marjan Momtazpour Patrick Butler M. Shahriar Hossain et al.

Contributors: Marjan Momtazpour Patrick Butler M. Shahriar Hossain et al.

Source: http://www.cs.uic.edu/~urbcomp2012/papers/UrbComp2012_Paper24_Momtazpour.pdf.

Subject Terms: Categories and Subject Descriptors H.2.8 [Database Management, Database Applications- Data mining- Spatial databases and GIS, I.5.3 [Pattern Recognition, Clustering, I.2.6 [Artificial Intelligence, Learning] General Terms Experimentation, Algorithms, Design, Measurement Keywords Data mining, coordinated clustering, smart grids, electric

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.434.2710; http://www.cs.uic.edu/~urbcomp2012/papers/UrbComp2012_Paper24_Momtazpour.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.434.2710
http://www.cs.uic.edu/~urbcomp2012/papers/UrbComp2012_Paper24_Momtazpour.pdf

Traffic Classification Using Clustering Algorithms

Authors: Jeffrey Erman Martin Arlitt Anirban Mahanti et al.

Contributors: Jeffrey Erman Martin Arlitt Anirban Mahanti et al.

Source: http://www.ce.uniroma2.it/courses/MMI/memopaper2.pdf.

Subject Terms: I.5.4 [Computing Methodologies, Pattern Recognition—Applications General Terms Algorithms, classification Keywords machine learning, unsupervised

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.167.6051; http://www.ce.uniroma2.it/courses/MMI/memopaper2.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.167.6051
http://www.ce.uniroma2.it/courses/MMI/memopaper2.pdf

Comparative Analysis of Clustering Algorithms and Moodle Plugin for Creation of Student Heterogeneous Groups in Online University Courses

Authors: Giacomo Nalli Daniela Amendola Andrea Perali et al.

Source: Applied Sciences, Vol 11, Iss 13, p 5800 (2021)

Subject Terms: e-learning, machine learning, moodle, clustering, heterogeneous groups, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/11/13/5800; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/c85d682ea57149c687e735e99c01ac58

Clustering of listed stock exchange companies active in the cement using the FPC clustering algorithm

Authors: Leila Safari-monjeghtapeh Mansour Esmaeilpour

Source: Data-Centric Engineering, Vol 5 (2024)

Subject Terms: clustering, FDPC algorithm, FPC algorithm, GOPC algorithm, IPC algorithm, K-means algorithm, stock market prediction, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://www.cambridge.org/core/product/identifier/S2632673624000364/type/journal_article; https://doaj.org/toc/2632-6736

Access URL: https://doaj.org/article/0168b70863a84e4bb055e6b33ebec991

Avoiding Objects with few Neighbors in the KMeans Process and Adding ROCK Links to Its Distance

Authors: Alnabriss, Hadi A Ashour, Wesam M.

Source: International Journal of Computer Applications. 28:12-17

Subject Terms: k-means, 4. Education, rock, electing centroids, 02 engineering and technology, 15. Life on land, initializing k-means, centroids' initialization robust k-means, 7. Clean energy, rock links, optimized k-means, optimizing k-means distance measurement, 0202 electrical engineering, electronic engineering, information engineering, 14. Life underwater, general terms data clustering algorithms

File Description: application/pdf

Access URL: https://www.ijcaonline.org/volume28/number10/pxc3874040.pdf
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.259.831&rep=rep1&type=pdf

Assessing the Evolution of the Energy Mix Worldwide, with a Focus on the Renewable Energy Transition.

Authors: Stancu, Stelian Pernici, Andreea

Source: Management & Marketing. 2023 Supplement, Vol. 18, p384-397. 14p.

Subject Terms: *RENEWABLE energy sources, *BOX-Jenkins forecasting, RENEWABLE energy transition (Government policy), CLUSTERING algorithms, TIME perspective

Semantic Based Cluster Content Discovery in Description First Clustering Algorithm

Authors: MUHAMMAD WASEEM KHAN HAFIZ MUHAMMAD SHAHZAD ASIF YASIR SALEEM

Source: Mehran University Research Journal of Engineering and Technology, Vol 36, Iss 1, Pp 1-6 (2017)

Subject Terms: Information Retrieval, Singular Value Decomposition, Vector Space Model, Label Induction Grouping Algorithm, Term Frequency, Inverse Document Frequency, Technology, Engineering (General). Civil engineering (General), TA1-2040, Science

File Description: electronic resource

Relation: http://publications.muet.edu.pk/research_papers/pdf/pdf1428.pdf; https://doaj.org/toc/0254-7821; https://doaj.org/toc/2413-7219

Access URL: https://doaj.org/article/5ec1e95358604cbfa2f20f252a3039f7

Towards lowering computational power in IoT systems: Clustering algorithm for high-dimensional data stream using entropy window reduction

Authors: Gamal Alkawsi Redhwan Al-amri Yahia Baashar et al.

Source: Alexandria Engineering Journal, Vol 70, Iss , Pp 503-513 (2023)

Subject Terms: Anomaly detection, Clustering, Computational power, Data stream, Entropy, High-dimensionality, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1110016823001692; https://doaj.org/toc/1110-0168

Access URL: https://doaj.org/article/67059100849740f288bb58d06d176f34

Deep segmentation of retail customers based on improved DEC and multimodal semantic representation

Authors: Menglu Wang Tong Meng Xiaoyan Gu et al.

Source: Alexandria Engineering Journal, Vol 130, Iss , Pp 1-10 (2025)

Subject Terms: Retail customer segmentation, Deep Embedded Clustering (DEC), Bidirectional Encoder Representations from Transformers (BERT) model, Latent Dirichlet Allocation (LDA) model, Multimodal semantic representation, Dynamic attention mechanism, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1110016825009755; https://doaj.org/toc/1110-0168

Access URL: https://doaj.org/article/5e131fc6c32c4455b59a9d30167b98b0

Quantifying the Activities of Local Assembly Members in Japan: Recent Advances and an Approach Using the BERTopic Model.

Authors: Xinhe LI Kazunori KAWAMURA Yasutomo KIMURA

Source: Interdisciplinary Information Sciences. 2024, Vol. 30 Issue 1, p68-101. 34p.

Subject Terms: *Reference sources, Clustering algorithms, Structural models, Earthquakes, Research personnel

Geographic Terms: Fukushima-ken (Japan)

Predicting Heart Disease Using Collaborative Clustering and Ensemble Learning Techniques

Authors: Amna Al-Sayed Mashael M. Khayyat Nuha Zamzami

Source: Applied Sciences, Vol 13, Iss 24, p 13278 (2023)

Subject Terms: heart disease, clustering algorithms, collaborative clustering, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/24/13278; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/4d7bf0aa466b4179ba648e937396df8d

Dynamic switching control of buck converters using unsupervised machine learning methods

Authors: Brook W. Abegaz

Source: The Journal of Engineering (2020)

Subject Terms: learning (artificial intelligence), pattern clustering, self-organising feature maps, voltage regulators, gaussian processes, unsupervised learning, switching systems (control), voltage control, power convertors, control engineering computing, dynamic switching control, buck converters, unsupervised machine learning, switching-based clustering algorithms, gaussian mixture model, hierarchical clustering algorithm, controller implementation, buck converter show, som controller, voltage regulator system, voltage overshoot, output voltage, optimal machine, voltage regulation systems, electronic systems, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://digital-library.theiet.org/content/journals/10.1049/joe.2020.0086; https://doaj.org/toc/2051-3305

Access URL: https://doaj.org/article/8d073745e43a45849aab6551529eb5a9