Search Results - "data stream 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

A Comparative Analysis of Data Stream Clustering Algorithms

Authors: Tajudeen Akanbi Akinosho Elias Tabane Zenghui Wang

Source: International Journal of Computing. :439-446

Subject Terms: 15. Life on land

Detecting IoT Botnet Formation using Data Stream Clustering Algorithms

Authors: Gabriel de Carvalho Arimatéa Admilson de Ribamar Lima Ribeiro

Source: Proceedings of the 16th International Conference on Web Information Systems and Technologies. :395-402

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

Access URL: https://dblp.uni-trier.de/db/conf/webist/webist2020.html#ArimateaR20

Data Stream Clustering Algorithms: Challenges and Future Directions

Authors: G. Sunitha null Jaswitha

Source: International Journal of Innovative Technology and Exploring Engineering. 8:3676-3681

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

An evaluation of data stream clustering algorithms

Authors: Stratos Mansalis Eirini Ntoutsi Nikos Pelekis et al.

Source: Statistical Analysis and Data Mining: The ASA Data Science Journal. 11:167-187

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

Access URL: https://dblp.uni-trier.de/db/journals/sadm/sadm11.html#MansalisNPT18
https://onlinelibrary.wiley.com/doi/abs/10.1002/sam.11380

A Comparative Study on Data Stream Clustering Algorithms

Authors: Madhu Shukla Twinkle Keshvani

Source: Lecture Notes on Data Engineering and Communications Technologies ISBN: 9783030246426

Access URL: https://link.springer.com/chapter/10.1007%2F978-3-030-24643-3_27

A Review of Uncertain Data Stream Clustering Algorithms

Authors: Yue Yang Zhuo Liu Zhidan Xing

Source: 2015 Eighth International Conference on Internet Computing for Science and Engineering (ICICSE). :111-116

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

Access URL: https://ieeexplore.ieee.org/document/7422466/
http://ieeexplore.ieee.org/document/7422466/

Research on data stream clustering algorithms

Authors: Fengxiang Jin Jun Qian Hongjie Jia et al.

Source: Artificial Intelligence Review. 43:593-600

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

Access URL: https://dl.acm.org/doi/10.1007/s10462-013-9398-7
https://dblp.uni-trier.de/db/journals/air/air43.html#DingWQJJ15
https://rd.springer.com/article/10.1007/s10462-013-9398-7
https://link.springer.com/article/10.1007/s10462-013-9398-7/fulltext.html
https://link.springer.com/article/10.1007%2Fs10462-013-9398-7

3D Immersive Virtual Reality and Spatial Computing Technologies, Real-Time Data Tracking and Machine Learning-based Image Recognition Tools, and Brain-inspired Artificial Intelligence and Data Stream Clustering Algorithms in the Decentralized Metaverse

Source: Smart Governance. 1:39

ODED: Outlier Detection in Educational Data

Authors: Al Abd Alazeez Ammar Thaher Yaseen Al Abd Alazeez

Source: المجلة العراقية للعلوم الاحصائية, Vol 18, Iss 1, Pp 72-88 (2021)

Subject Terms: data stream clustering algorithms, 4. Education, keywords: big data, clustering educational data, Probabilities. Mathematical statistics, QA273-280

Access URL: https://doaj.org/article/e289e85bd19a4fc69ce5bbc10de3b981
http://www.geas.iraqjournals.com/article_168376_0.html
https://stats.mosuljournals.com/article_168376_9d45d0cb30a64f2712016ff3220d4ea5.pdf
https://stats.mosuljournals.com/article_168376.html

DED: Drift Principle in Educational Evolved Data

Authors: Ammar Thaher Yaseen Al Abd Alazeez

Source: Tikrit Journal of Pure Science, Vol 26, Iss 2 (2022)

Subject Terms: Big Data, Chemistry, Clustering Educational Data, Physics, QC1-999, 4. Education, QD1-999, Data Stream Clustering Algorithms

Access URL: https://doaj.org/article/2057a5fede4a44849060491b9a25e7b1

数据流聚类算法研究. (Chinese)

Alternate Title: Research on Data Stream Clustering Algorithms. (English)

Authors: 朱颖雯 陈松灿

Source: Journal of Data Acquisition & Processing / Shu Ju Cai Ji Yu Chu Li; Jul2022, Vol. 37 Issue 4, p894-908, 15p

Adaptação de viés indutivo de algoritmos de agrupamento de fluxos de dados

Adapting the inductive bias of data-stream clustering algorithms

Authors: Albertini, Marcelo Keese

Thesis Advisors: Mello, Rodrigo Fernandes de

Subject Terms: Agrupamento de dados, Aprendizado de máquina, Data clustering, Data streams, Fluxosa de dados, Machine learning

File Description: application/pdf

Availability: http://www.teses.usp.br/teses/disponiveis/55/55134/tde-12062012-085839/

Adaptação de viés indutivo de algoritmos de agrupamento de fluxos de dados

Adapting the inductive bias of data-stream clustering algorithms

Authors: Marcelo Keese Albertini

Thesis Advisors: Rodrigo Fernandes de Mello, Alexandre Cláudio Botazzo Delbem, Estevam Rafael Hruschka Júnior, Ana Carolina Lorena, Ivan Nunes da Silva

Source: Biblioteca Digital de Teses e Dissertações da USPUniversidade de São PauloUSP.

Subject Terms: Agrupamento de dados, Aprendizado de máquina, Fluxosa de dados, Data clustering, Data streams, Machine learning

Availability: http://www.teses.usp.br/teses/disponiveis/55/55134/tde-12062012-085839/

HPPD: A Hybrid Parallel Framework of Partition-based and Density-based Clustering Algorithms in Data Streams

Authors: Abd Alazeez Ammar Thaher

Source: Al-Rafidain Journal of Computer Sciences and Mathematics, Vol 14, Iss 1, Pp 67-82 (2020)

Subject Terms: data stream clustering algorithms, hybrid clustering algorithms, big data, Electronic computers. Computer science, QA1-939, 0202 electrical engineering, electronic engineering, information engineering, QA75.5-76.95, 02 engineering and technology, Mathematics

Access URL: https://csmj.mosuljournals.com/article_164677_0a5555fea55524ae3cdceefc2d92be01.pdf
https://doaj.org/article/cf64f36cc65341d98ab53705ce97a79d
https://csmj.mosuljournals.com/article_164677_0a5555fea55524ae3cdceefc2d92be01.pdf
https://csmj.mosuljournals.com/article_164677.html

On Evaluation of Data Stream Clustering Algorithms : A Survey

Authors: Nordahl, Christian Boeva, Veselka Grahn, Håkan

Index Terms: Computer Sciences, Datavetenskap (datalogi), Manuscript (preprint), info:eu-repo/semantics/preprint, text

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:bth-25538

Research on data stream clustering algorithms.

Authors: Ding, Shifei Wu, Fulin Qian, Jun et al.

Source: Artificial Intelligence Review; Apr2015, Vol. 43 Issue 4, p593-600, 8p

Subject Terms: DATA mining, ALGORITHMS, SEARCH algorithms, INFORMATION sharing, COMPUTATIONAL complexity

Data Stream Clustering Algorithms: A Review.

Authors: Mousavi, Maryam Bakar, Azuraliza Abu Vakilian, Mohammadmahdi

Source: International Journal of Advances in Soft Computing & Its Applications; Nov2015 Special Issue, Vol. 7 Issue 3, p1-15, 15p

Subject Terms: ALGORITHMS, DATA analysis, ALGORITHMIC randomness, FOUNDATIONS of arithmetic, MATHEMATICAL programming

An evaluation of data stream clustering algorithms.

Authors: Mansalis, Stratos Ntoutsi, Eirini Pelekis, Nikos et al.

Source: Statistical Analysis & Data Mining; Aug2018, Vol. 11 Issue 4, p167-187, 21p

Subject Terms: DATA mining, DATA extraction, INFORMATION processing, BIG data, PARALLEL algorithms

A Review of Uncertain Data Stream Clustering Algorithms.

Authors: Yang, Yue Liu, Zhuo Xing, Zhidan

Source: 2015 Eighth International Conference on Internet Computing for Science & Engineering (ICICSE); 2015, p111-116, 6p