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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. 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.
  3. 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).
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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).
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. Bolívar, Fernando & Duran, Miguel A. & Lozano-Vivas, Ana, 2023. "Bank business models, size, and profitability," Finance Research Letters, Elsevier, vol. 53(C).
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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).
  22. Beck, Thorsten & Albuquerque de Sousa, José & Van Dijk, Mathijs & van Bergeijk, Peter A.G., 2016. "Nascent markets: Understanding the success and failure of new stock markets," CEPR Discussion Papers 11604, C.E.P.R. Discussion Papers.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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).
  29. 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.
  30. 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).
  31. 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).
  32. Geraldi, Matheus Soares & Ghisi, Enedir, 2022. "Data-driven framework towards realistic bottom-up energy benchmarking using an Artificial Neural Network," Applied Energy, Elsevier, vol. 306(PA).
  33. 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.
  34. 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.
  35. 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.
  36. 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).
  37. 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.
  38. Tian, Qing & Lemos, Maria Carmen, 2018. "Household Livelihood Differentiation and Vulnerability to Climate Hazards in Rural China," World Development, Elsevier, vol. 108(C), pages 321-331.
  39. Gabriel Marín Díaz & Ramón Alberto Carrasco & Daniel Gómez, 2021. "RFID: A Fuzzy Linguistic Model to Manage Customers from the Perspective of Their Interactions with the Contact Center," Mathematics, MDPI, vol. 9(19), pages 1-27, September.
  40. 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).
  41. 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.
  42. Wang, Hanjie & Yu, Xiaohua, 2023. "Carbon dioxide emission typology and policy implications: Evidence from machine learning," China Economic Review, Elsevier, vol. 78(C).
  43. 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.
  44. Nadine Baudot-Trajtenberg & Itamar Caspi, 2018. "Measuring the importance of global factors in determining inflation in Israel," BIS Papers chapters, in: Bank for International Settlements (ed.), Globalisation and deglobalisation, volume 100, pages 183-208, Bank for International Settlements.
  45. Mikhail Kanevski, 2021. "Unsupervised learning of Swiss population spatial distribution," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-24, February.
  46. Frevel, Nicolas & Beiderbeck, Daniel & Schmidt, Sascha L., 2022. "The impact of technology on sports – A prospective study," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  47. 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.
  48. Mohamed Lamine Sidibé & Roland Yonaba & Fowé Tazen & Héla Karoui & Ousmane Koanda & Babacar Lèye & Harinaivo Anderson Andrianisa & Harouna Karambiri, 2023. "Understanding the COVID-19 pandemic prevalence in Africa through optimal feature selection and clustering: evidence from a statistical perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 13565-13593, November.
  49. 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.
  50. 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.
  51. Marcin Gąsior, 2021. "Environmental Attitudes and Willingness to Purchase Online—Classification Approach," Sustainability, MDPI, vol. 13(15), pages 1-17, August.
  52. 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.
  53. 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.
  54. 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.
  55. 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.
  56. 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.
  57. 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.
  58. 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.
  59. 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.
  60. 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.
  61. 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).
  62. 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.
  63. 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).
  64. 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).
  65. 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.
  66. 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.
  67. 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.
  68. 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.
  69. Mahdi Kalantari & Hossein Hassani, 2019. "Automatic Grouping in Singular Spectrum Analysis," Forecasting, MDPI, vol. 1(1), pages 1-16, October.
  70. 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).
  71. 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.
  72. 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.
  73. 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.
  74. 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.
  75. 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.
  76. Troy Malatesta & Qilin Li & Jessica K. Breadsell & Christine Eon, 2023. "Distinguishing Household Groupings within a Precinct Based on Energy Usage Patterns Using Machine Learning Analysis," Energies, MDPI, vol. 16(10), pages 1-25, May.
  77. Kreitmair, Ursula & Bower-Bir, Jacob, 2021. "Too different to solve climate change? Experimental evidence on the effects of production and benefit heterogeneity on collective action," Ecological Economics, Elsevier, vol. 184(C).
  78. Gosal, Arjan S. & Geijzendorffer, Ilse R. & Václavík, Tomáš & Poulin, Brigitte & Ziv, Guy, 2019. "Using social media, machine learning and natural language processing to map multiple recreational beneficiaries," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
  79. 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.
  80. 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.
  81. 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).
  82. Füller, Johann & Hutter, Katja & Wahl, Julian & Bilgram, Volker & Tekic, Zeljko, 2022. "How AI revolutionizes innovation management – Perceptions and implementation preferences of AI-based innovators," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  83. 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).
  84. Teichgraeber, Holger & Brandt, Adam R., 2022. "Time-series aggregation for the optimization of energy systems: Goals, challenges, approaches, and opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
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  86. Sophie van Huellen & Duo Qin & Shan Lu & Huiwen Wang & Qing Chao Wang & Thanos Moraitis, 2022. "Modelling opportunity cost effects in money demand due to openness," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 697-744, January.
  87. Guofang Li & Zhuo Sun & Fubiao Zhen & Xuejun Ryan Ji & Lee Gunderson, 2022. "Home Literacy Environment and Chinese-Canadian First Graders’ Bilingual Vocabulary Profiles: A Mixed Methods Analysis," Sustainability, MDPI, vol. 14(23), pages 1-14, November.
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  96. 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.
  97. 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).
  98. Kimberly Bryan & Sarah Ward & Stewart Barr & David Butler, 2019. "Coping with Drought: Perceptions, Intentions and Decision-Stages of South West England Households," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(3), pages 1185-1202, February.
  99. Wolfgang Karl Härdle & Lukas Borke, 2017. "GitHub API based QuantNet Mining infrastructure in R," SFB 649 Discussion Papers SFB649DP2017-008, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
  100. Qianqian Chen & Zhou Shi & Songchao Chen & Yuxuan Gou & Zhiqing Zhuo, 2022. "Role of Environment Variables in Spatial Distribution of Soil C, N, P Ecological Stoichiometry in the Typical Black Soil Region of Northeast China," Sustainability, MDPI, vol. 14(5), pages 1-13, February.
  101. 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.
  102. Andrea De Mauro & Marco Greco & Michele Grimaldi, 2019. "Understanding Big Data Through a Systematic Literature Review: The ITMI Model," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(04), pages 1433-1461, July.
  103. 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.
  104. Divinus Oppong-Tawiah & Jane Webster, 2023. "Corporate Sustainability Communication as ‘Fake News’: Firms’ Greenwashing on Twitter," Sustainability, MDPI, vol. 15(8), pages 1-26, April.
  105. Krzysztof Gajowniczek & Tomasz Ząbkowski, 2018. "Simulation Study on Clustering Approaches for Short-Term Electricity Forecasting," Complexity, Hindawi, vol. 2018, pages 1-21, April.
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