Dimensional Data KNN-Based Imputation

Author:

Yang YuzhaoORCID,Darmont JérômeORCID,Ravat FranckORCID,Teste OlivierORCID

Publisher

Springer International Publishing

Reference29 articles.

1. Preface. In: Han, J., Kamber, M., Pei, J. (eds.) Data Mining. 3rd edn. (2012)

2. Li, Y.Y., Parker, L.E.: Nearest neighbor imputation using spatial-temporal correlations in wireless sensor networks. Inf. Fusion 15, 64–79 (2014)

3. Beretta, L., Santaniello, A.: Nearest neighbor imputation algorithms: a critical evaluation. BMC Med. Inform. Decis. Making 16(3), 197–208 (2016)

4. Bimonte, S., Ren, L., Koueya, N.: A linear programming-based framework for handling missing data in multi-granular data warehouses. Data Knowl. Eng. 128, 101832 (2020)

5. Breve, B., Caruccio, L., Deufemia, V., Polese, G.: RENUVER: a missing value imputation algorithm based on relaxed functional dependencies. In: EDBT, pp. 1–52 (2022)

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