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NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set

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Cited by:

  1. Pillai, Arya & Tovar Reaños, Miguel & Curtis, John, 2022. "Fuel poverty in Ireland: an analysis of trends and profiles," Papers WP729, Economic and Social Research Institute (ESRI).
  2. Rigo, Roberta & Santos, Paulo & Frontuto, Vito, 2022. "Landscape heterogeneity, basis risk and the feasibility of index insurance: An analysis of rice in upland regions of Southeast Asia," Food Policy, Elsevier, vol. 108(C).
  3. Zhang, Yi & Cheng, Chuntian & Cai, Huaxiang & Jin, Xiaoyu & Jia, Zebin & Wu, Xinyu & Su, Huaying & Yang, Tiantian, 2022. "Long-term stochastic model predictive control and efficiency assessment for hydro-wind-solar renewable energy supply system," Applied Energy, Elsevier, vol. 316(C).
  4. Young Hyun Kim & Kug Jin Jeon & Chena Lee & Yoon Joo Choi & Hoi-In Jung & Sang-Sun Han, 2021. "Analysis of the mandibular canal course using unsupervised machine learning algorithm," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-13, November.
  5. Kamal Sanguri & Atanu Bhuyan & Sabyasachi Patra, 2020. "A semantic similarity adjusted document co-citation analysis: a case of tourism supply chain," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 233-269, October.
  6. Bolívar, Fernando & Duran, Miguel A. & Lozano-Vivas, Ana, 2023. "Bank business models, size, and profitability," Finance Research Letters, Elsevier, vol. 53(C).
  7. Tsai, Cary Chi-Liang & Cheng, Echo Sihan, 2021. "Incorporating statistical clustering methods into mortality models to improve forecasting performances," Insurance: Mathematics and Economics, Elsevier, vol. 99(C), pages 42-62.
  8. Ying Cui & Limin Peng & Yijuan Hu & HuiChuan J. Lai, 2021. "Assessing the reproducibility of microbiome measurements based on concordance correlation coefficients," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 1027-1048, August.
  9. James, Nick & Menzies, Max & Chok, James & Milner, Aaron & Milner, Cas, 2023. "Geometric persistence and distributional trends in worldwide terrorism," Chaos, Solitons & Fractals, Elsevier, vol. 169(C).
  10. Loïc Labache & Tian Ge & B. T. Thomas Yeo & Avram J. Holmes, 2023. "Language network lateralization is reflected throughout the macroscale functional organization of cortex," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  11. Santiago Madrigal-Martínez & José Luis Miralles i García, 2020. "Assessment Method and Scale of Observation Influence Ecosystem Service Bundles," Land, MDPI, vol. 9(10), pages 1-19, October.
  12. Elisa Menardo & Marta Viola & Alice Bacherini & Luana Angelini & Roberto Cubelli & Giulia Balboni, 2023. "The Effects of the COVID-19-induced Lockdown on the Social Capital and Cultural Capital in Italy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 168(1), pages 585-606, August.
  13. Anis Hoayek & Didier Rullière, 2024. "Assessing clustering methods using Shannon's entropy," Post-Print hal-03812055, HAL.
  14. Matheus Pereira Libório & Oseias da Silva Martinuci & Alexei Manso Correa Machado & Renata de Mello Lyrio & Patrícia Bernardes, 2022. "Time–Space Analysis of Multidimensional Phenomena: A Composite Indicator of Social Exclusion Through k-Means," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(2), pages 569-591, January.
  15. Albuquerque de Sousa, J.A. & Beck, T. & van Bergeijk, P.A.G. & van Dijk, M.A., 2016. "Nascent markets: Understanding the success and failure of new stock markets," ISS Working Papers - General Series 623, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
  16. Sepideh Abolghasem & Mehdi Toloo & Santiago Amézquita, 2019. "Cross-efficiency evaluation in the presence of flexible measures with an application to healthcare systems," Health Care Management Science, Springer, vol. 22(3), pages 512-533, September.
  17. Reder, Maik & Yürüşen, Nurseda Y. & Melero, Julio J., 2018. "Data-driven learning framework for associating weather conditions and wind turbine failures," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 554-569.
  18. Mikhail Kanevski, 2021. "Unsupervised learning of Swiss population spatial distribution," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-24, February.
  19. Janine Hacker & Kai Riemer, 2021. "Identification of User Roles in Enterprise Social Networks: Method Development and Application," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 63(4), pages 367-387, August.
  20. Perone, G.;, 2024. "Prioritizing investments in public healthcare to address the COVID-19 outbreak: Evidence from Europe and the South Caucasus," Health, Econometrics and Data Group (HEDG) Working Papers 24/05, HEDG, c/o Department of Economics, University of York.
  21. Alexandra-Nicoleta Ciucu (Durnoi) & Camelia Delcea & Kosyo Stoychev, 2024. "A County-Level Analysis of the Economic Performance in Romania and Bulgaria Using Hierarchical Algorithms," Stats, MDPI, vol. 7(4), pages 1-29, October.
  22. Marcin Gąsior, 2021. "Environmental Attitudes and Willingness to Purchase Online—Classification Approach," Sustainability, MDPI, vol. 13(15), pages 1-17, August.
  23. Turati, Pietro & Pedroni, Nicola & Zio, Enrico, 2017. "Simulation-based exploration of high-dimensional system models for identifying unexpected events," Reliability Engineering and System Safety, Elsevier, vol. 165(C), pages 317-330.
  24. Ben Beck & Meghan Winters & Trisalyn Nelson & Chris Pettit & Simone Z Leao & Meead Saberi & Jason Thompson & Sachith Seneviratne & Kerry Nice & Mark Stevenson, 2023. "Developing urban biking typologies: Quantifying the complex interactions of bicycle ridership, bicycle network and built environment characteristics," Environment and Planning B, , vol. 50(1), pages 7-23, January.
  25. Joachim Goedhart, 2020. "PlotTwist: A web app for plotting and annotating continuous data," PLOS Biology, Public Library of Science, vol. 18(1), pages 1-10, January.
  26. Mateus H. Gouveia & Amy R. Bentley & Thiago P. Leal & Eduardo Tarazona-Santos & Carlos D. Bustamante & Adebowale A. Adeyemo & Charles N. Rotimi & Daniel Shriner, 2023. "Unappreciated subcontinental admixture in Europeans and European Americans and implications for genetic epidemiology studies," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  27. Fabián Santos & Valerie Graw & Santiago Bonilla, 2019. "A geographically weighted random forest approach for evaluate forest change drivers in the Northern Ecuadorian Amazon," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-37, December.
  28. Jafar Rahmanishamsi & Ali Dolati & Masoudreza R. Aghabozorgi, 2018. "A Copula Based ICA Algorithm and Its Application to Time Series Clustering," Journal of Classification, Springer;The Classification Society, vol. 35(2), pages 230-249, July.
  29. Yvonne M. Mueller & Thijs J. Schrama & Rik Ruijten & Marco W. J. Schreurs & Dwin G. B. Grashof & Harmen J. G. van de Werken & Giovanna Jona Lasinio & Daniel Álvarez-Sierra & Caoimhe H. Kiernan & Melis, 2022. "Stratification of hospitalized COVID-19 patients into clinical severity progression groups by immuno-phenotyping and machine learning," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  30. Mahdi Kalantari & Hossein Hassani, 2019. "Automatic Grouping in Singular Spectrum Analysis," Forecasting, MDPI, vol. 1(1), pages 1-16, October.
  31. Haytham Mohamed Salem & Linda R. Schott & Julia Piaskowski & Asmita Chapagain & Jenifer L. Yost & Erin Brooks & Kendall Kahl & Jodi Johnson-Maynard, 2024. "Evaluating Intra-Field Spatial Variability for Nutrient Management Zone Delineation through Geospatial Techniques and Multivariate Analysis," Sustainability, MDPI, vol. 16(2), pages 1-23, January.
  32. Raquel Lourenço Carvalhal Monteiro & Valdecy Pereira & Helder Gomes Costa, 2019. "Analysis of the Better Life Index Trough a Cluster Algorithm," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 477-506, April.
  33. Frederickson Entila & Xiaowei Han & Akira Mine & Paul Schulze-Lefert & Kenichi Tsuda, 2024. "Commensal lifestyle regulated by a negative feedback loop between Arabidopsis ROS and the bacterial T2SS," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  34. Roopam Shukla & Ankit Agarwal & Kamna Sachdeva & Juergen Kurths & P. K. Joshi, 2019. "Climate change perception: an analysis of climate change and risk perceptions among farmer types of Indian Western Himalayas," Climatic Change, Springer, vol. 152(1), pages 103-119, January.
  35. Yürüşen, Nurseda Y. & Rowley, Paul N. & Watson, Simon J. & Melero, Julio J., 2020. "Automated wind turbine maintenance scheduling," Reliability Engineering and System Safety, Elsevier, vol. 200(C).
  36. Magacho, Guilherme & Espagne, Etienne & Godin, Antoine & Mantes, Achilleas & Yilmaz, Devrim, 2023. "Macroeconomic exposure of developing economies to low-carbon transition," World Development, Elsevier, vol. 167(C).
  37. Bettina Grün & Paul Hofmarcher, 2021. "Identifying groups of determinants in Bayesian model averaging using Dirichlet process clustering," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 48(3), pages 1018-1045, September.
  38. Alena Andrejovská & Monika Hudáková, 2016. "Classification of EU Countries in the Context of Corporate Income Tax," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 64(5), pages 1699-1708.
  39. 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.
  40. Maričić Milica & Bulajić Milica & Radojičić Zoran & Jeremić Veljko, 2019. "Shedding Light on the Doing Business Index: a Machine Learning Approach," Business Systems Research, Sciendo, vol. 10(2), pages 73-84, September.
  41. Kluge, Ulrike & Ringbeck, Jürgen & Spinler, Stefan, 2020. "Door-to-door travel in 2035 – A Delphi study," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
  42. Urszula Sajewicz-Radtke & Paweł Jurek & Michał Olech & Ariadna B. Łada-Maśko & Anna M. Jankowska & Bartosz M. Radtke, 2022. "Heterogeneity of Cognitive Profiles in Children and Adolescents with Mild Intellectual Disability (MID)," IJERPH, MDPI, vol. 19(12), pages 1-12, June.
  43. Chrysovalantis Gaganis & Panagiota Papadimitri & Fotios Pasiouras & Menelaos Tasiou, 2023. "Social traits and credit card default: a two-stage prediction framework," Annals of Operations Research, Springer, vol. 325(2), pages 1231-1253, June.
  44. Montorsi, Carlotta & Fusco, Alessio & Van Kerm, Philippe & Bordas, Stéphane P.A., 2024. "Predicting depression in old age: Combining life course data with machine learning," Economics & Human Biology, Elsevier, vol. 52(C).
  45. Xia, Zheyi & Yuan, Chengcheng & Gao, Yang & Shen, Zhen & Liu, Kui & Huang, Yuwen & Wei, Xue & Liu, Liming, 2023. "Integrating perceptions of ecosystem services in adaptive management of country parks: A case study in peri-urban Shanghai, China," Ecosystem Services, Elsevier, vol. 60(C).
  46. repec:hum:wpaper:sfb649dp2017-008 is not listed on IDEAS
  47. Saemi Shin & Won Suck Yoon & Sang-Hoon Byeon, 2022. "Trends in Occupational Infectious Diseases in South Korea and Classification of Industries According to the Risk of Biological Hazards Using K-Means Clustering," IJERPH, MDPI, vol. 19(19), pages 1-19, September.
  48. Bolívar, Fernando & Duran, Miguel A. & Lozano-Vivas, Ana, 2023. "Business model contributions to bank profit performance: A machine learning approach," Research in International Business and Finance, Elsevier, vol. 64(C).
  49. Mohamed S. Abd El-Aty & Mahmoud A. El-Hity & Tharwat M. Abo Sen & Ibrahim A. E. Abd El-Rahaman & Omar M. Ibrahim & Ammar Al-Farga & Amira M. El-Tahan, 2023. "Generation Mean Analysis, Heterosis, and Genetic Diversity in Five Egyptian Faba Beans and Their Hybrids," Sustainability, MDPI, vol. 15(16), pages 1-17, August.
  50. Bratanova, Alexandra & Pham, Hien & Mason, Claire & Hajkowicz, Stefan & Naughtin, Claire & Schleiger, Emma & Sanderson, Conrad & Chen, Caron & Karimi, Sarvnaz, 2022. "Differentiating artificial intelligence activity clusters in Australia," Technology in Society, Elsevier, vol. 71(C).
  51. Frimpong Boamah, Emmanuel & Miller, Maya & Diamond, Joshua & Grooms, Wes & Hess, Daniel Baldwin, 2024. "The long journey to equity: A comparative policy analysis of US electric micromobility programs," Journal of Transport Geography, Elsevier, vol. 115(C).
  52. Pani, Agnivesh & Sahu, Prasanta K. & Tavasszy, Lóránt & Mishra, Sabya, 2023. "Freight activity-travel pattern generation (FAPG) as an enhancement of freight (trip) generation modelling: Methodology and case study," Transport Policy, Elsevier, vol. 144(C), pages 34-48.
  53. Jae Heon Shim & Chun-Il Kim, 2015. "Measuring Resilience to Natural Hazards: Towards Sustainable Hazard Mitigation," Sustainability, MDPI, vol. 7(10), pages 1-33, October.
  54. Li, Jianyi & Huang, Hao, 2020. "Effects of transit-oriented development (TOD) on housing prices: A case study in Wuhan, China," Research in Transportation Economics, Elsevier, vol. 80(C).
  55. Corné Hoekstra & Sander Martens & Niels A Taatgen, 2022. "Testing the skill-based approach: Consolidation strategy impacts attentional blink performance," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-27, January.
  56. Valdenir Robson Tavares & Alexandre Sztajnberg & Jorge Amaral, 2020. "Towards a model for the detection and identification of failures in long haul mobile networks," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 73(1), pages 113-130, January.
  57. Micheli D. P. Costa & Kerrie A. Wilson & Philip J. Dyer & Roland Pitcher & José H. Muelbert & Anthony J. Richardson, 2021. "Potential future climate-induced shifts in marine fish larvae and harvested fish communities in the subtropical southwestern Atlantic Ocean," Climatic Change, Springer, vol. 165(3), pages 1-21, April.
  58. Shruthi Patil & Leander Kotzur & Detlef Stolten, 2022. "Advanced Spatial and Technological Aggregation Scheme for Energy System Models," Energies, MDPI, vol. 15(24), pages 1-26, December.
  59. Peter Radchenko & Gourab Mukherjee, 2017. "Convex clustering via l 1 fusion penalization," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1527-1546, November.
  60. Federica Scucchia & Paul Zaslansky & Chloë Boote & Annabelle Doheny & Tali Mass & Emma F. Camp, 2023. "The role and risks of selective adaptation in extreme coral habitats," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
  61. Krzysztof Dmytrów & Beata Bieszk-Stolorz & Joanna Landmesser-Rusek, 2022. "Sustainable Energy in European Countries: Analysis of Sustainable Development Goal 7 Using the Dynamic Time Warping Method," Energies, MDPI, vol. 15(20), pages 1-17, October.
  62. Sergio Consoli & Luca Tiozzo Pezzoli & Elisa Tosetti, 2022. "Neural forecasting of the Italian sovereign bond market with economic news," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 197-224, December.
  63. Birgit Leick & Bjørnar Karlsen Kivedal & Mehtap Aldogan Eklund & Evgueni Vinogradov, 2022. "Exploring the relationship between Airbnb and traditional accommodation for regional variations of tourism markets," Tourism Economics, , vol. 28(5), pages 1258-1279, August.
  64. Chao Peng & Pingping Li, 2023. "Abiotic and Biotic Effects on Microbial Diversity of Small Water Bodies in and around Towns," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
  65. Nikolaos Karapetsas & Thomas K. Alexandridis & George Bilas & Serafeim Theocharis & Stefanos Koundouras, 2023. "Delineating Natural Terroir Units in Wine Regions Using Geoinformatics," Agriculture, MDPI, vol. 13(3), pages 1-18, March.
  66. Olbrich, Lukas & Sakshaug, Joseph W. & Lewandowski, Eric, 2024. "Evaluating methods to prevent and detect inattentive respondents in web surveys," SocArXiv py9gz, Center for Open Science.
  67. Šubová, Nikola, 2022. "The Contribution of Energy Use and Production to Greenhouse Gas Emissions: Evidence from the Agriculture of European Countries," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(3), September.
  68. Jacob C Kimmel & Amy Y Chang & Andrew S Brack & Wallace F Marshall, 2018. "Inferring cell state by quantitative motility analysis reveals a dynamic state system and broken detailed balance," PLOS Computational Biology, Public Library of Science, vol. 14(1), pages 1-29, January.
  69. Luis Lorenzo & Javier Arroyo, 2022. "Analysis of the cryptocurrency market using different prototype-based clustering techniques," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-46, December.
  70. Eunjung Lee & Jinho Kim & Dongsik Jang, 2020. "Load Profile Segmentation for Effective Residential Demand Response Program: Method and Evidence from Korean Pilot Study," Energies, MDPI, vol. 13(6), pages 1-18, March.
  71. Maki Ikegami & Bart Neuts, 2020. "Strategic Options for Campus Sustainability: Cluster Analysis on Higher Education Institutions in Japan," Sustainability, MDPI, vol. 12(6), pages 1-13, March.
  72. Lucadamo, Antonio & Amenta, Pietro & Leone, Natalia, 2021. "Soil texture prediction via reduced K-means Principal Component Multinomial Regression," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
  73. Thomas J. Lampoltshammer & Valerie Albrecht & Corinna Raith, 2021. "Teaching Digital Sustainability in Higher Education from a Transdisciplinary Perspective," Sustainability, MDPI, vol. 13(21), pages 1-21, October.
  74. Weinand, J.M. & McKenna, R. & Fichtner, W., 2019. "Developing a municipality typology for modelling decentralised energy systems," Utilities Policy, Elsevier, vol. 57(C), pages 75-96.
  75. Eduardo Corbelle-Rico & Edelmiro López-Iglesias, 2024. "Farmland Abandonment and Afforestation—Socioeconomic and Biophysical Patterns of Land Use Change at the Municipal Level in Galicia, Northwest Spain," Land, MDPI, vol. 13(9), pages 1-19, August.
  76. Song He & Xinyu Song & Xiaoxi Yang & Jijun Yu & Yuqi Wen & Lianlian Wu & Bowei Yan & Jiannan Feng & Xiaochen Bo, 2021. "COMSUC: A web server for the identification of consensus molecular subtypes of cancer based on multiple methods and multi-omics data," PLOS Computational Biology, Public Library of Science, vol. 17(3), pages 1-10, March.
  77. Zhang, Yi & Cheng, Chuntian & Cao, Rui & Li, Gang & Shen, Jianjian & Wu, Xinyu, 2021. "Multivariate probabilistic forecasting and its performance’s impacts on long-term dispatch of hydro-wind hybrid systems," Applied Energy, Elsevier, vol. 283(C).
  78. 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.
  79. Schmitt, Thomas M. & Martín-López, Berta & Kaim, Andrea & Früh-Müller, Andrea & Koellner, Thomas, 2021. "Ecosystem services from (pre-)Alpine grasslands: Matches and mismatches between citizens’ perceived suitability and farmers’ management considerations," Ecosystem Services, Elsevier, vol. 49(C).
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  82. Pellowe, Kara E. & Meacham, Megan & Peterson, Garry D. & Lade, Steven J., 2023. "Global analysis of reef ecosystem services reveals synergies, trade-offs and bundles," Ecosystem Services, Elsevier, vol. 63(C).
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  85. Pinto, Marcelo Rezende & Salume, Paula Karina & Barbosa, Marcelo Werneck & de Sousa, Paulo Renato, 2023. "The path to digital maturity: A cluster analysis of the retail industry in an emerging economy," Technology in Society, Elsevier, vol. 72(C).
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  90. Barbara Mazur & Anna Walczyna, 2022. "Sustainable Development Competences of Engineering Students in Light of the Industry 5.0 Concept," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
  91. Jihane El Ouadi & Hanae Errousso & Nicolas Malhene & Siham Benhadou & Hicham Medromi, 2022. "A machine-learning based hybrid algorithm for strategic location of urban bundling hubs to support shared public transport," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(5), pages 3215-3258, October.
  92. Moses Amoasi Acquah & Sekyung Han, 2019. "Online Building Load Management Control with Plugged-in Electric Vehicles Considering Uncertainties," Energies, MDPI, vol. 12(8), pages 1-19, April.
  93. Cyril Atkinson-Clement & Eléonore Pigalle, 2021. "What can we learn from Covid-19 pandemic’s impact on human behaviour? The case of France’s lockdown," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-12, December.
  94. C. Denis & E. Lebarbier & C. Lévy‐Leduc & O. Martin & L. Sansonnet, 2020. "A novel regularized approach for functional data clustering: an application to milking kinetics in dairy goats," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(3), pages 623-640, June.
  95. Aditya Chakraborty & Chris P. Tsokos, 2021. "A Real Data-Driven Clustering Approach for Countries Based on Happiness Score," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(Special15), pages 1031-1031, November.
  96. Ickwon Choi & Amy W Chung & Todd J Suscovich & Supachai Rerks-Ngarm & Punnee Pitisuttithum & Sorachai Nitayaphan & Jaranit Kaewkungwal & Robert J O'Connell & Donald Francis & Merlin L Robb & Nelson L , 2015. "Machine Learning Methods Enable Predictive Modeling of Antibody Feature:Function Relationships in RV144 Vaccinees," PLOS Computational Biology, Public Library of Science, vol. 11(4), pages 1-20, April.
  97. Lyu, Guowei & Bertolini, Luca & Pfeffer, Karin, 2016. "Developing a TOD typology for Beijing metro station areas," Journal of Transport Geography, Elsevier, vol. 55(C), pages 40-50.
  98. Büchel, Hendrik & Spinler, Stefan, 2024. "The impact of the metaverse on e-commerce business models – A delphi-based scenario study," Technology in Society, Elsevier, vol. 76(C).
  99. Lukuyu, June & Shiran, Myriam & Kennedy, Ryan & Urpelainen, Johannes & Taneja, Jay, 2023. "Purchasing power: Examining customer profiles and patterns for decentralized electricity systems in East Africa," Energy Policy, Elsevier, vol. 172(C).
  100. Peppel, Marcel & Ringbeck, Jürgen & Spinler, Stefan, 2022. "How will last-mile delivery be shaped in 2040? A Delphi-based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  101. Li Zhang & Olivio J. Clay & Seung-Yup Lee & Carrie R. Howell, 2024. "Analyzing Multiple Social Determinants of Health Using Different Clustering Methods," IJERPH, MDPI, vol. 21(2), pages 1-14, January.
  102. Seo, Wonchul & Afifuddin, Mokh, 2024. "Developing a supervised learning model for anticipating potential technology convergence between technology topics," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  103. 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.
  104. Seung-Hyun Lee & Seung-Kweon Hong & Jongsung Lee & Ji-Won Yu & Hong-Tae Kim & Tae-Hwan Joung, 2024. "Estimating the Temporal Impacts of Nearshore Fisheries on Coastal Ocean-Sourced Waste Accumulation in South Korea Using Stepwise Regression," Sustainability, MDPI, vol. 16(13), pages 1-18, July.
  105. Vandamme, Elke & Manners, Rhys & Adewopo, Julius & Thiele, Graham & Friedmann, Michael & Thornton, Philip, 2022. "Strategizing research and development investments in climate change adaptation for root, tuber and banana crops in the African Great Lakes Region: A spatial prioritisation and targeting framework," Agricultural Systems, Elsevier, vol. 202(C).
  106. Xavier Bry & Ndèye Niang & Thomas Verron & Stéphanie Bougeard, 2023. "Clusterwise elastic-net regression based on a combined information criterion," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 17(1), pages 75-107, March.
  107. Maria Cipollaro & Sara Fabbrizzi & Veronica Alampi Sottini & Bruno Fabbri & Silvio Menghini, 2021. "Linking Sustainability, Embeddedness and Marketing Strategies: A Study on the Craft Beer Sector in Italy," Sustainability, MDPI, vol. 13(19), pages 1-17, September.
  108. Troy Malatesta & Jessica K. Breadsell, 2022. "Identifying Home System of Practices for Energy Use with K-Means Clustering Techniques," Sustainability, MDPI, vol. 14(15), pages 1-21, July.
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