Research on K-Value Selection Method of K-Means Clustering Algorithm

Citations

Cited by:

1. Massimo Arnone & Alberto Costantiello & Angelo Leogrande & Syed Kafait Hussain Naqvi & Cosimo Magazzino, 2024. "Financial Stability and Innovation: The Role of Non-Performing Loans," FinTech, MDPI, vol. 3(4), pages 1-41, October.
2. Xie, Hailun & Eames, Matt & Mylona, Anastasia & Davies, Hywel & Challenor, Peter, 2024. "Creating granular climate zones for future-proof building design in the UK," Applied Energy, Elsevier, vol. 357(C).
3. Yunhwan Kim, 2022. "#Nomask on Instagram: Exploring Visual Representations of the Antisocial Norm on Social Media," IJERPH, MDPI, vol. 19(11), pages 1-14, June.
4. Yahya Aziz & Abdul Kashif Janjua & Muhammad Hassan & Mustafa Anwar & Saira Kanwal & Muhammad Yousif, 2024. "Techno-economic analysis of PV systems installed by using innovative strategies for smart sustainable agriculture farms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5003-5024, February.
5. Chao Yan & Yao Yan & Zhiyu Wan & Ziqi Zhang & Larsson Omberg & Justin Guinney & Sean D. Mooney & Bradley A. Malin, 2022. "A Multifaceted benchmarking of synthetic electronic health record generation models," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
6. Xingsen Li & Hanqi Yue & Yaocong Qin & Haolan Zhang, 2025. "Extension Distance-Driven K-Means: A Novel Clustering Framework for Fan-Shaped Data Distributions," Mathematics, MDPI, vol. 13(15), pages 1-15, August.
7. Zhang, Ying & Robu, Valentin & Cremers, Sho & Norbu, Sonam & Couraud, Benoit & Andoni, Merlinda & Flynn, David & Poor, H. Vincent, 2024. "Modelling the formation of peer-to-peer trading coalitions and prosumer participation incentives in transactive energy communities," Applied Energy, Elsevier, vol. 355(C).
8. Jujie Wang & Zhenzhen Zhuang, 2023. "A novel cluster based multi-index nonlinear ensemble framework for carbon price forecasting," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6225-6247, July.
9. Yao, S. & Peralta-Braz, P. & Alamdari, M.M. & Ruiz, R.O. & Atroshchenko, E., 2024. "Optimal design of piezoelectric energy harvesters for bridge infrastructure: Effects of location and traffic intensity on energy production," Applied Energy, Elsevier, vol. 355(C).
10. Şebnem Koltan Yılmaz & Sibel Şener, 2022. "Analysis of The Countries According to The Prosperity Level with Data Mining," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 10(2), pages 85-104, December.
11. Muhammad Safdar & Ming Zhong & Linfeng Li & Asif Raza & John Douglas Hunt, 2025. "Development of a Differential Spatial Economic Modeling Method for Improved Land Use and Multimodal Transportation Planning," Land, MDPI, vol. 14(4), pages 1-49, April.
12. Angelo Leogrande & Carlo Drago & Massimo Arnone, 2024. "Analyzing Regional Disparities in E-Commerce Adoption Among Italian SMEs: Integrating Machine Learning Clustering and Predictive Models with Econometric Analysis," Working Papers hal-04700413, HAL.
    • Leogrande, Angelo & Drago, Carlo & Arnone, Massimo, 2024. "Analyzing Regional Disparities in E-Commerce Adoption Among Italian SMEs: Integrating Machine Learning Clustering and Predictive Models with Econometric Analysis," MPRA Paper 122115, University Library of Munich, Germany.
13. Anastasia S. Saridou & Athanasios P. Vavatsikos & Evangelos Grigoroudis, 2025. "Spatial multicriteria customer satisfaction analysis: the case of the single-store retailer," Operational Research, Springer, vol. 25(3), pages 1-34, September.
14. Chen, Hao, 2022. "Cluster-based ensemble learning for wind power modeling from meteorological wind data," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
15. Xinghua Wang & Xixian Liu & Fucheng Zhong & Zilv Li & Kaiguo Xuan & Zhuoli Zhao, 2023. "A Scenario Generation Method for Typical Operations of Power Systems with PV Integration Considering Weather Factors," Sustainability, MDPI, vol. 15(20), pages 1-20, October.
16. Yunhwan Kim & Sunmi Lee, 2022. "#ShoutYourAbortion on Instagram: Exploring the Visual Representation of Hashtag Movement and the Public’s Responses," SAGE Open, , vol. 12(2), pages 21582440221, April.
17. Hazem Noori Abdulrazzak & Goh Chin Hock & Nurul Asyikin Mohamed Radzi & Nadia M. L. Tan & Chiew Foong Kwong, 2022. "Modeling and Analysis of New Hybrid Clustering Technique for Vehicular Ad Hoc Network," Mathematics, MDPI, vol. 10(24), pages 1-27, December.
18. Cuomo, Maria Teresa & Tortora, Debora & Colosimo, Ivan & Ricciardi Celsi, Lorenzo & Genovino, Cinzia & Festa, Giuseppe & La Rocca, Michele, 2023. "Segmenting with big data analytics and Python: A quantitative exploratory analysis of household savings," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
19. Volkan Tanrıverdi & Kadir Diler Alemdar, 2025. "Comparative Analysis of Data Augmentation Strategies Based on YOLOv12 and MCDM for Sustainable Mobility Safety: Multi-Model Ensemble Approach," Sustainability, MDPI, vol. 17(12), pages 1-20, June.
20. Debasish Mishra & Utsav Awasthi & Krishna R. Pattipati & George M. Bollas, 2025. "Tool wear classification in precision machining using distance metrics and unsupervised machine learning," Journal of Intelligent Manufacturing, Springer, vol. 36(1), pages 331-355, January.
21. Randhy Pratama & Emilio Porcu & Bing Zhou, 2025. "A Markov chain model for earthquake occurrence analysis in Megathrust 4 (M4), Sumatra, Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 121(14), pages 16779-16797, August.
22. Ghaemi, Zahra & Tran, Thomas T.D. & Smith, Amanda D., 2022. "Comparing classical and metaheuristic methods to optimize multi-objective operation planning of district energy systems considering uncertainties," Applied Energy, Elsevier, vol. 321(C).
23. Khalidou Abdoulaye Barry & Youness Manzali & Mohamed Lamrini & Flouchi Rachid & Mohamed Elfar, 2024. "Heart Disease Prediction Using Weighted K-Nearest Neighbor Algorithm," SN Operations Research Forum, Springer, vol. 5(3), pages 1-16, September.
24. Yunhwan Kim, 2023. "Exploring Organizational Self-(re)presentations on Visual Social Media: Computational Analysis of Startups’ Instagram Photos Based on Unsupervised Learning," SAGE Open, , vol. 13(4), pages 21582440231, December.
25. Zhang, Yanquan & Chang, Ruidong & Zuo, Jian & Shabunko, Veronika & Zheng, Xian, 2023. "Regional disparity of residential solar panel diffusion in Australia: The roles of socio-economic factors," Renewable Energy, Elsevier, vol. 206(C), pages 808-819.
26. Heller, Yuval & Tubul, Itay, 2023. "Strategies in the repeated prisoner’s dilemma: A cluster analysis," MPRA Paper 117444, University Library of Munich, Germany.
27. Yen, Barbara T.H. & Li, Jun-Sheng, 2022. "Route-based performance evaluation for airlines – A metafrontier data envelopment analysis approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).