Search Results - subject:"Partitioning Around Medoids"

An investigation of the imputation techniques for missing values in ordinal data enhancing clustering and classification analysis validity

Alam, Shafiq; Ayub, Muhammad Sohaib; Arora, Sakshi; … - In: Decision analytics journal 9 (2023), pp. 1-14

comparing the performance of imputation techniques using clustering metrics and algorithms (e.g., k-means, Partitioning Around … Medoids), the study provides valuable insights for selecting appropriate imputation methods for accurate data analysis …

Persistent link: https://www.econbiz.de/10014532502

Typologies of South African small-scale farmers and their risk perceptions : an unsupervised machine learning approach

Yazdan Bakhsh, Sara; Ayisi, Kingsley; Rötter, Reimund P.; … - In: China agricultural economic review : CAER 16 (2024) 4, pp. 804-827

Persistent link: https://www.econbiz.de/10015072032

Typology of small-scale farmers in Southern Africa and implications for policy design : Vortrag anlässlich der 61. Jahrestagung der GEWISOLA

Yazdan Bakhsh, Sara; Feil, Jan-Henning - 2021

Persistent link: https://www.econbiz.de/10013369395

Identification of urban-rural integration types in China : an unsupervised machine learning approach

Zeng, Qiyan; Chen, Xiaofu - In: China agricultural economic review : CAER 15 (2023) 2, pp. 400-415

Persistent link: https://www.econbiz.de/10014315371

Liquidity and prices: a cluster analysis of the German residential real estate market

Cajias, Marcelo; Freudenreich, Philipp; Freudenreich, Anna - In: Journal of Business Economics 90 (2020) 7, pp. 1021-1056

“Partitioning Around Medoids (PAM)” clustering algorithm, the regions are clustered with respect to their price and liquidity …

Persistent link: https://www.econbiz.de/10014504492

Inventory management and logistics optimization: a data mining practical approach

Granillo-Macías, Rafael - In: LogForum : elektroniczne czasopismo naukowe z dziedziny … 16 (2020) 4, pp. 535-547

Persistent link: https://www.econbiz.de/10012321078

Typology of multinationals in Austria : CESEE focus and foreign control as distinct features

Cernohous, Thomas; Slačík, Tomáš - In: Focus on European economic integration (2020) 3, pp. 60-80

Persistent link: https://www.econbiz.de/10012302009

Liquidity and prices : a cluster analysis of the German residential real estate market

Cajias, Marcelo; Freudenreich, Philipp; Freudenreich, Anna - In: Journal of business economics : JBE 90 (2020) 7, pp. 1021-1056

Persistent link: https://www.econbiz.de/10012293577

Improving time series forecasting: an approach combining bootstrap aggregation, clusters and exponential smoothing

Dantas, Tiago Mendes; Oliveira, Fernando Luiz Cyrino - In: International journal of forecasting 34 (2018) 4, pp. 748-761

Persistent link: https://www.econbiz.de/10012031097

Trimmed fuzzy clustering for interval-valued data

Pierpaolo D’Urso; Giovanni, Livia; Massari, Riccardo - In: Advances in Data Analysis and Classification 9 (2015) 1, pp. 21-40

In this paper, following a partitioning around medoids approach, a fuzzy clustering model for interval-valued data, i …

Persistent link: https://www.econbiz.de/10011241018