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A K‐Means Clustering Algorithm

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  1. F. Murtagh & M. Hernández-Pajares, 1995. "The Kohonen self-organizing map method: An assessment," Journal of Classification, Springer;The Classification Society, vol. 12(2), pages 165-190, September.
  2. Hülz, Martina & Krätzig, Sebastian & Siegloch, Sebastian & Streng, Martin, 2024. "Multi-dimensionale regionale Ungleichheit in Deutschland: Eine Analyse aus ökonomischer und raumwissenschaftlicher Perspektive," ZEW Discussion Papers 24-015, ZEW - Leibniz Centre for European Economic Research.
  3. Alan Fernihough & Kevin Hjortshøj, 2021. "Coal and the European Industrial Revolution," The Economic Journal, Royal Economic Society, vol. 131(635), pages 1135-1149.
  4. Niels Waller & Heather Kaiser & Janine Illian & Mike Manry, 1998. "A comparison of the classification capabilities of the 1-dimensional kohonen neural network with two pratitioning and three hierarchical cluster analysis algorithms," Psychometrika, Springer;The Psychometric Society, vol. 63(1), pages 5-22, March.
  5. Johan Meppelink & Jens Van Langen & Arno Siebes & Marco Spruit, 2020. "Beware Thy Bias: Scaling Mobile Phone Data to Measure Traffic Intensities," Sustainability, MDPI, vol. 12(9), pages 1-19, May.
  6. Kaito Shimamura & Shuichi Kawano, 2021. "Bayesian sparse convex clustering via global-local shrinkage priors," Computational Statistics, Springer, vol. 36(4), pages 2671-2699, December.
  7. Custodio João, Igor & Lucas, André & Schaumburg, Julia & Schwaab, Bernd, 2023. "Dynamic clustering of multivariate panel data," Journal of Econometrics, Elsevier, vol. 237(2).
  8. John A Stanturf & Scott L Goodrick & Melvin L Warren Jr. & Susan Charnley & Christie M Stegall, 2015. "Social Vulnerability and Ebola Virus Disease in Rural Liberia," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-14, September.
  9. Andrew Webb, 1997. "Radial basis functions for exploratory data analysis: An iterative majorisation approach for Minkowski distances based on multidimensional scaling," Journal of Classification, Springer;The Classification Society, vol. 14(2), pages 249-267, September.
  10. Zhanlin Chen & Jeremy Goldwasser & Philip Tuckman & Jason Liu & Jing Zhang & Mark Gerstein, 2022. "Forest Fire Clustering for single-cell sequencing combines iterative label propagation with parallelized Monte Carlo simulations," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  11. Naderi, Mehrdad & Hung, Wen-Liang & Lin, Tsung-I & Jamalizadeh, Ahad, 2019. "A novel mixture model using the multivariate normal mean–variance mixture of Birnbaum–Saunders distributions and its application to extrasolar planets," Journal of Multivariate Analysis, Elsevier, vol. 171(C), pages 126-138.
  12. Spörri, Martina & Hoop, Daniel & Heer, Ines, 2018. "Neue Erkenntnisse Zur Milchviehhaltung Unter Zukünftig Restriktiveren Rahmenbedingungen," 58th Annual Conference, Kiel, Germany, September 12-14, 2018 275852, German Association of Agricultural Economists (GEWISOLA).
  13. Renata De Paris & Christian V Quevedo & Duncan D A Ruiz & Osmar Norberto de Souza, 2015. "An Effective Approach for Clustering InhA Molecular Dynamics Trajectory Using Substrate-Binding Cavity Features," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-25, July.
  14. Sulekha Hembram & Sohini Mukherjee & Sushil Kr. Haldar, 2020. "Regional convergence of social and economic development in the districts of West Bengal, India: Do clubs exist? Does space matter? An empirical analysis using DLHS I–IV and NFHS IV data," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 22(1), pages 58-90, June.
  15. Bernd Scherer & Diogo Judice & Stephan Kessler, 2010. "Price reversals in global equity markets," Journal of Asset Management, Palgrave Macmillan, vol. 11(5), pages 332-345, December.
  16. Michal Bernardelli & Zbigniew Korzeb & Pawel Niedziolka, 2021. "The banking sector as the absorber of the COVID-19 crisis’ economic consequences: perception of WSE investors," Oeconomia Copernicana, Institute of Economic Research, vol. 12(2), pages 335-374, June.
  17. Xu, Jing & Wang, Xiaoying & Gu, Yujiong & Ma, Suxia, 2023. "A data-based day-ahead scheduling optimization approach for regional integrated energy systems with varying operating conditions," Energy, Elsevier, vol. 283(C).
  18. Anuj Srivastava & Liming Cai & Jan Mrázek & Russell L Malmberg, 2011. "Mutational Patterns in RNA Secondary Structure Evolution Examined in Three RNA Families," PLOS ONE, Public Library of Science, vol. 6(6), pages 1-10, June.
  19. Jelle R Dalenberg & Luca Nanetti & Remco J Renken & René A de Wijk & Gert J ter Horst, 2014. "Dealing with Consumer Differences in Liking during Repeated Exposure to Food; Typical Dynamics in Rating Behavior," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-11, March.
  20. Stephanie C Hicks & Ruoxi Liu & Yuwei Ni & Elizabeth Purdom & Davide Risso, 2021. "mbkmeans: Fast clustering for single cell data using mini-batch k-means," PLOS Computational Biology, Public Library of Science, vol. 17(1), pages 1-18, January.
  21. Senfeng Cen & Jae Hung Yoo & Chang Gyoon Lim, 2022. "Electricity Pattern Analysis by Clustering Domestic Load Profiles Using Discrete Wavelet Transform," Energies, MDPI, vol. 15(4), pages 1-18, February.
  22. Carlos Carrasco-Farré, 2022. "The fingerprints of misinformation: how deceptive content differs from reliable sources in terms of cognitive effort and appeal to emotions," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-18, December.
  23. Jing Xiao & Qiongqiong Xu & Chuanli Wu & Yuexia Gao & Tianqi Hua & Chenwu Xu, 2016. "Performance Evaluation of Missing-Value Imputation Clustering Based on a Multivariate Gaussian Mixture Model," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-14, August.
  24. Roberto Benocci & Giovanni Brambilla & Alessandro Bisceglie & Giovanni Zambon, 2020. "Eco-Acoustic Indices to Evaluate Soundscape Degradation Due to Human Intrusion," Sustainability, MDPI, vol. 12(24), pages 1-19, December.
  25. Felix Mbuga & Cristina Tortora, 2021. "Spectral Clustering of Mixed-Type Data," Stats, MDPI, vol. 5(1), pages 1-11, December.
  26. Stéphane Aris-Brosou, 2007. "Dating Phylogenies with Hybrid Local Molecular Clocks," PLOS ONE, Public Library of Science, vol. 2(9), pages 1-8, September.
  27. Ignat Ignatov, 2023. "Convergence Determinants and Club Formation in the EU over 1999-2021," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 37-63.
  28. Emma L. Schultz & David T. Tan & Kathleen D. Walsh, 2010. "Endogeneity and the corporate governance - performance relation," Australian Journal of Management, Australian School of Business, vol. 35(2), pages 145-163, August.
  29. Carlos Fernández-Hernández & Carmelo J. León & Jorge E. Araña & Flora Díaz-Pére, 2016. "Market segmentation, activities and environmental behaviour in rural tourism," Tourism Economics, , vol. 22(5), pages 1033-1054, October.
  30. Humberto Elias Garcia Lopes & Marlusa de Sevilha Gosling, 2021. "Cluster Analysis in Practice: Dealing with Outliers in Managerial Research," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 25(1), pages 200081-2000.
  31. Jianzhong Ma & Christopher I Amos, 2012. "Investigation of Inversion Polymorphisms in the Human Genome Using Principal Components Analysis," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-12, July.
  32. Christian Esposito & Marco Gortan & Lorenzo Testa & Francesca Chiaromonte & Giorgio Fagiolo & Andrea Mina & Giulio Rossetti, 2021. "Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies," Papers 2111.06371, arXiv.org.
  33. Muxuan Pan & Hao Wang & Jinquan Huang, 2019. "T–S Fuzzy Modeling for Aircraft Engines: The Clustering and Identification Approach," Energies, MDPI, vol. 12(17), pages 1-15, August.
  34. Xing Zhang & Micha Kaiser & Peng Nie & Alfonso Sousa-Poza, 2019. "Why are Chinese workers so unhappy? A comparative cross-national analysis of job satisfaction, job expectations, and job attributes," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-16, September.
  35. Köchling, Anne, 2022. "Zwischen Reisemotivation und Reisebarrieren: Analyse von Urlaubseinstellungstypen in neun westlichen Ländern nach fast zwei Jahren Corona-Pandemie," Working Paper Series 2, Deutsches Institut für Tourismusforschung, Fachhochschule Westküste.
  36. Annah Vimbai Bengesai & Evelyn Derera, 2021. "The Association Between Women Empowerment and Emotional Violence in Zimbabwe: A Cluster Analysis Approach," SAGE Open, , vol. 11(2), pages 21582440211, June.
  37. Haiyang Xia & Song Zha & Jijun Huang & Jibin Liu, 2020. "Radio environment map construction by adaptive ordinary Kriging algorithm based on affinity propagation clustering," International Journal of Distributed Sensor Networks, , vol. 16(5), pages 15501477209, May.
  38. Ma, Boyuan & Chu, Tingjin & Jin, Zhuo, 2022. "Frequency and severity estimation of cyber attacks using spatial clustering analysis," Insurance: Mathematics and Economics, Elsevier, vol. 106(C), pages 33-45.
  39. Zhang, Weibin & Zha, Huazhu & Zhang, Shuai & Ma, Lei, 2023. "Road section traffic flow prediction method based on the traffic factor state network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 618(C).
  40. Sanjeena Subedi & Paul D. McNicholas, 2021. "A Variational Approximations-DIC Rubric for Parameter Estimation and Mixture Model Selection Within a Family Setting," Journal of Classification, Springer;The Classification Society, vol. 38(1), pages 89-108, April.
  41. Urmeneta, Jon & Izquierdo, Juan & Leturiondo, Urko, 2023. "A methodology for performance assessment at system level—Identification of operating regimes and anomaly detection in wind turbines," Renewable Energy, Elsevier, vol. 205(C), pages 281-292.
  42. Zhang, Weibin & Feng, Xinyu & Goerlandt, Floris & Liu, Qing, 2020. "Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
  43. Andreas Lackner & Michael Müller & Magdalena Gamperl & Delyana Stoeva & Olivia Langmann & Henrieta Papuchova & Elisabeth Roitinger & Gerhard Dürnberger & Richard Imre & Karl Mechtler & Paulina A. Lato, 2023. "The Fgf/Erf/NCoR1/2 repressive axis controls trophoblast cell fate," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
  44. Stefania Salvatore & Diana Domanska & Mollie Wood & Hedvig Nordeng & Geir Kjetil Sandve, 2017. "Complex patterns of concomitant medication use: A study among Norwegian women using paracetamol during pregnancy," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-11, December.
  45. Meggan E Craft & Hawthorne L Beyer & Daniel T Haydon, 2013. "Estimating the Probability of a Major Outbreak from the Timing of Early Cases: An Indeterminate Problem?," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-7, March.
  46. Utkarsh J. Dang & Michael P.B. Gallaugher & Ryan P. Browne & Paul D. McNicholas, 2023. "Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions," Journal of Classification, Springer;The Classification Society, vol. 40(1), pages 145-167, April.
  47. Ting Liu & Nick Shryane & Mark Elliot, 2022. "Attitudes to climate change risk: classification of and transitions in the UK population between 2012 and 2020," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-15, December.
  48. Mónika-Anetta Alt & Vizeli Ibolya, 2021. "Identifying Relevant Segments of Potential Banking Chatbot Users Based on Technology Adoption Behavior," Tržište/Market, Faculty of Economics and Business, University of Zagreb, vol. 33(2), pages 165-183.
  49. Nikitha Johnsirani Venkatesan & Choon Sung Nam & Earl Kim & Dong Ryeol Shin, 2017. "Analysis of real-time data with spark streaming," Journal of Advances in Technology and Engineering Research, A/Professor Akbar A. Khatibi, vol. 3(4), pages 108-116.
  50. Ugofilippo Basellini & Carlo Giovanni Camarda, 2020. "Modelling COVID-19 mortality at the regional level in Italy," Working Papers axq0sudakgkzhr-blecv, French Institute for Demographic Studies.
  51. Beibei Yu & Zhonghui Wang & Haowei Mu & Li Sun & Fengning Hu, 2019. "Identification of Urban Functional Regions Based on Floating Car Track Data and POI Data," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
  52. Hafid Kadi & Mohammed Rebbah & Boudjelal Meftah & Olivier Lézoray, 2021. "A Data Representation Model for Personalized Medicine," International Journal of Healthcare Information Systems and Informatics (IJHISI), IGI Global, vol. 16(4), pages 1-25, October.
  53. Wing, Ian Sue & De Cian, Enrica & Mistry, Malcolm N., 2021. "Global vulnerability of crop yields to climate change," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
  54. Zhang, Tonglin & Lin, Ge, 2021. "Generalized k-means in GLMs with applications to the outbreak of COVID-19 in the United States," Computational Statistics & Data Analysis, Elsevier, vol. 159(C).
  55. Andrzej Hornowski & Andrzej Parzonko & Pavel Kotyza & Tomasz Kondraszuk & Piotr Bórawski & Luboš Smutka, 2020. "Factors Determining the Development of Small Farms in Central and Eastern Poland," Sustainability, MDPI, vol. 12(12), pages 1-21, June.
  56. Mohiuddin, Hossain & Fitch-Polse, Dillon T. & Handy, Susan L., 2024. "Examining market segmentation to increase bike-share use and enhance equity: The case of the greater Sacramento region," Transport Policy, Elsevier, vol. 145(C), pages 279-290.
  57. Chen Lin & Ying Zou & Ji Qin & Xiangrong Liu & Yi Jiang & Caihuan Ke & Quan Zou, 2013. "Hierarchical Classification of Protein Folds Using a Novel Ensemble Classifier," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-11, February.
  58. Unnur S Bjornsdottir & Stephen T Holgate & Padmalatha S Reddy & Andrew A Hill & Charlotte M McKee & Cristina I Csimma & Amy A Weaver & Holly M Legault & Clayton G Small & Renee C Ramsey & Debra K Elli, 2011. "Pathways Activated during Human Asthma Exacerbation as Revealed by Gene Expression Patterns in Blood," PLOS ONE, Public Library of Science, vol. 6(7), pages 1-19, July.
  59. Liguo Fei & Jun Xia & Yuqiang Feng & Luning Liu, 2019. "A novel method to determine basic probability assignment in Dempster–Shafer theory and its application in multi-sensor information fusion," International Journal of Distributed Sensor Networks, , vol. 15(7), pages 15501477198, July.
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