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clValid: An R Package for Cluster Validation

Citations

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Cited by:

  1. Pudyatmoko, Satyawan & Budiman, Arief & Kristiansen, Stein, 2018. "Towards sustainable coexistence: People and wild mammals in Baluran National Park, Indonesia," Forest Policy and Economics, Elsevier, vol. 90(C), pages 151-159.
  2. Roberto Benocci & H. Eduardo Roman & Alessandro Bisceglie & Fabio Angelini & Giovanni Brambilla & Giovanni Zambon, 2021. "Eco-Acoustic Assessment of an Urban Park by Statistical Analysis," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
  3. Patrick Zschech & Kai Heinrich & Raphael Bink & Janis S. Neufeld, 2019. "Prognostic Model Development with Missing Labels," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 61(3), pages 327-343, June.
  4. Maike Hamann & Reinette Biggs & Belinda Reyers, 2016. "An Exploration of Human Well-Being Bundles as Identifiers of Ecosystem Service Use Patterns," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-20, October.
  5. Amy J. C. Trappey & Charles V. Trappey & Curry L. S. Chung, 2017. "IP portfolios and evolution of biomedical additive manufacturing applications," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 139-157, April.
  6. Aicha Ait Sair & Kamal Kansou & Franck Michaud & Bernard Cathala, 2021. "Multicriteria Definition of Small-Scale Biorefineries Based on a Statistical Classification," Sustainability, MDPI, vol. 13(13), pages 1-18, June.
  7. Johann Kraus & Christoph Müssel & Günther Palm & Hans Kestler, 2011. "Multi-objective selection for collecting cluster alternatives," Computational Statistics, Springer, vol. 26(2), pages 341-353, June.
  8. Titov Sergei & Trachuk Arkady & Linder Natalya & RD Pathak & Danny Samson & Zafar Husain & S Sushil, 2023. "Digital transformation enablers in high-tech and low-tech companies: A comparative analysis," Australian Journal of Management, Australian School of Business, vol. 48(4), pages 801-843, November.
  9. Diego A. Bonilla & Isabel A. Sánchez-Rojas & Darío Mendoza-Romero & Yurany Moreno & Jana Kočí & Luis M. Gómez-Miranda & Daniel Rojas-Valverde & Jorge L. Petro & Richard B. Kreider, 2022. "Profiling Physical Fitness of Physical Education Majors Using Unsupervised Machine Learning," IJERPH, MDPI, vol. 20(1), pages 1-13, December.
  10. Carmen Llorente-Barroso & María Sánchez-Valle & Mónica Viñarás-Abad, 2023. "The role of the Internet in later life autonomy: Silver surfers in Spain," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-20, December.
  11. Nuri Cihat Onat & Galal M. Abdella & Murat Kucukvar & Adeeb A. Kutty & Munera Al‐Nuaimi & Gürkan Kumbaroğlu & Melih Bulu, 2021. "How eco‐efficient are electric vehicles across Europe? A regionalized life cycle assessment‐based eco‐efficiency analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 941-956, September.
  12. Volodymyr Melnykov & Xuwen Zhu, 2019. "An extension of the K-means algorithm to clustering skewed data," Computational Statistics, Springer, vol. 34(1), pages 373-394, March.
  13. Almudena Recio-Román & Manuel Recio-Menéndez & María Victoría Román-González, 2021. "Vaccine Hesitancy and Political Populism. An Invariant Cross-European Perspective," IJERPH, MDPI, vol. 18(24), pages 1-20, December.
  14. Patrizia Gazzola & Carlo Drago & Enrica Pavione & Noemi Pignoni, 2024. "Sustainable Business Models: An Empirical Analysis of Environmental Sustainability in Leading Manufacturing Companies," Sustainability, MDPI, vol. 16(19), pages 1-15, September.
  15. Carlo Drago & Luisa Errichiello, 2024. "Remote Work admist the Covid-19 outbreak: Insights from an Ensemble Community-Based Keyword Network Analysis," Working Papers 2024.05, Fondazione Eni Enrico Mattei.
  16. 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.
  17. Robert Darkins & Emma J Cooke & Zoubin Ghahramani & Paul D W Kirk & David L Wild & Richard S Savage, 2013. "Accelerating Bayesian Hierarchical Clustering of Time Series Data with a Randomised Algorithm," PLOS ONE, Public Library of Science, vol. 8(4), pages 1-9, April.
  18. Gainbi Park & Zengwang Xu, 2022. "The constituent components and local indicator variables of social vulnerability index," 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. 110(1), pages 95-120, January.
  19. Elizabeth A Osterndorff-Kahanek & Gayatri R Tiwari & Marcelo F Lopez & Howard C Becker & R Adron Harris & R Dayne Mayfield, 2018. "Long-term ethanol exposure: Temporal pattern of microRNA expression and associated mRNA gene networks in mouse brain," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-25, January.
  20. Benjamin M. Knisely & Holly H. Pavliscsak, 2023. "Research proposal content extraction using natural language processing and semi-supervised clustering: A demonstration and comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(5), pages 3197-3224, May.
  21. Guiomar, N. & Godinho, S. & Pinto-Correia, T. & Almeida, M. & Bartolini, F. & Bezák, P. & Biró, M. & Bjørkhaug, H. & Bojnec, Š. & Brunori, G. & Corazzin, M. & Czekaj, M. & Davidova, S. & Kania, J. & K, 2018. "Typology and distribution of small farms in Europe: Towards a better picture," Land Use Policy, Elsevier, vol. 75(C), pages 784-798.
  22. Marta Rocchi & Guglielmo Pescatore, 2022. "Modeling narrative features in TV series: coding and clustering analysis," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
  23. repec:hum:wpaper:sfb649dp2017-008 is not listed on IDEAS
  24. Bongiorno, Christian & Miccichè, Salvatore & Mantegna, Rosario N., 2022. "Statistically validated hierarchical clustering: Nested partitions in hierarchical trees," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 593(C).
  25. Sara Dolnicar & Friedrich Leisch, 2017. "Using segment level stability to select target segments in data-driven market segmentation studies," Marketing Letters, Springer, vol. 28(3), pages 423-436, September.
  26. Alexander John Bond & Clive B. Beggs, 2023. "Bisecting for Selecting: Using a Laplacian Eigenmaps Clustering Approach to Create the New European Football Super League," Mathematics, MDPI, vol. 11(3), pages 1-17, January.
  27. Korsuk Sirinukunwattana & Richard S Savage & Muhammad F Bari & David R J Snead & Nasir M Rajpoot, 2013. "Bayesian Hierarchical Clustering for Studying Cancer Gene Expression Data with Unknown Statistics," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-11, October.
  28. Lynde Tan & Russell Thomson & Joyce Hwee Ling Koh & Alice Chik, 2023. "Teaching Multimodal Literacies with Digital Technologies and Augmented Reality: A Cluster Analysis of Australian Teachers’ TPACK," Sustainability, MDPI, vol. 15(13), pages 1-15, June.
  29. Borke, Lukas & Härdle, Wolfgang Karl, 2016. "Q3-D3-Lsa," SFB 649 Discussion Papers 2016-049, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  30. Ana Alina Tudoran, 2022. "A machine learning approach to identifying decision-making styles for managing customer relationships," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 351-374, March.
  31. Ma, Zhenjun & Yan, Rui & Nord, Natasa, 2017. "A variation focused cluster analysis strategy to identify typical daily heating load profiles of higher education buildings," Energy, Elsevier, vol. 134(C), pages 90-102.
  32. Cabral, Alexandra Maria Rios & Ramos, Francisco de Sousa, 2014. "Cluster analysis of the competitiveness of container ports in Brazil," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 423-431.
  33. Rozmus Dorota, 2020. "Clustering Poland Among Eu Countries in Terms of a Sustainable Development Level in the Light of Various Cluster Stability Measures," Folia Oeconomica Stetinensia, Sciendo, vol. 20(1), pages 319-340, June.
  34. Wu, Han-Ming, 2011. "On biological validity indices for soft clustering algorithms for gene expression data," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1969-1979, May.
  35. Sultan Mahmud & Ferdausi Mahojabin Sumana & Md Mohsin & Md. Hasinur Rahaman Khan, 2022. "Redefining homogeneous climate regions in Bangladesh using multivariate clustering approaches," 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. 111(2), pages 1863-1884, March.
  36. Chihwa Kao & Min Seong Kim & Zhonghui Zhang, 2021. "Mahalanobis Metric Based Clustering for Fixed Effects Model," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 83(2), pages 493-506, November.
  37. Carlo Drago & Fabio Fortuna, 2023. "Investigating the Corporate Governance and Sustainability Relationship: A Bibliometric Analysis Using Keyword-Ensemble Community Detection," Working Papers 2023.12, Fondazione Eni Enrico Mattei.
  38. Trudie Strauss & Michael Johan von Maltitz, 2017. "Generalising Ward’s Method for Use with Manhattan Distances," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-21, January.
  39. Borke, Lukas & Härdle, Wolfgang Karl, 2017. "GitHub API based QuantNet Mining infrastructure in R," SFB 649 Discussion Papers 2017-008, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  40. Humphreys, John M. & Srygley, Robert B. & Lawton, Douglas & Hudson, Amy R. & Branson, David H., 2022. "Grasshoppers exhibit asynchrony and spatial non-stationarity in response to the El Niño/Southern and Pacific Decadal Oscillations," Ecological Modelling, Elsevier, vol. 471(C).
  41. Asad, Asad L. & Anteby, Michel & Garip, Filiz, 2014. "Who donates their bodies to science? The combined role of gender and migration status among California whole-body donors," Social Science & Medicine, Elsevier, vol. 106(C), pages 53-58.
  42. Francesca De Canio & Marco Ieva & Cristina Ziliani, 2017. "Beyond the "mobile versus PC" dichotomy: Profiling online shoppers based on device usage," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2017(2), pages 99-121.
  43. Edgar I. Gasperín-Rodríguez & Julio A. Gómez-Figueroa & Luis M. Gómez-Miranda & Paul T. Ríos-Gallardo & Carolina Palmeros-Exsome & Marco A. Hernández-Lepe & José Moncada-Jiménez & Diego A. Bonilla, 2022. "Body Composition Profiles of Applicants to a Physical Education and Sports Major in Southeastern Mexico," IJERPH, MDPI, vol. 19(23), pages 1-10, November.
  44. Konstantinos Gratsos & Stefanos Ougiaroglou & Dionisis Margaris, 2023. "kClusterHub: An AutoML-Driven Tool for Effortless Partition-Based Clustering over Varied Data Types," Future Internet, MDPI, vol. 15(10), pages 1-22, October.
  45. repec:hum:wpaper:sfb649dp2016-049 is not listed on IDEAS
  46. Călin Vâlsan & Elena Druică, 2020. "Corporate Performance and Economic Convergence between Europe and the US: A Cluster Analysis Along Industry Lines," Mathematics, MDPI, vol. 8(3), pages 1-15, March.
  47. Wu, Tong & Rocha, Juan C. & Berry, Kevin & Chaigneau, Tomas & Hamann, Maike & Lindkvist, Emilie & Qiu, Jiangxiao & Schill, Caroline & Shepon, Alon & Crépin, Anne-Sophie & Folke, Carl, 2024. "Triple Bottom Line or Trilemma? Global Tradeoffs Between Prosperity, Inequality, and the Environment," World Development, Elsevier, vol. 178(C).
  48. Liu, Jiangyan & Zhang, Qing & Dong, Zhenxiang & Li, Xin & Li, Guannan & Xie, Yi & Li, Kuining, 2021. "Quantitative evaluation of the building energy performance based on short-term energy predictions," Energy, Elsevier, vol. 223(C).
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