Extracting Cluster-Level Uncertainty from K-Means Clustering—An Example of Analysis of Uncertainty Inherent to Valuation Methodologies for Multiple Construction Projects

Author:

Prasad I. L. N.,Balaji K. V. G. D.,Kapuganti Chitti Babu,Bagadi Ramesh Chandra,Santhosh Kumar T.

Publisher

Springer Nature Singapore

Reference25 articles.

1. Greenberg, C.S., et al.: Compact representation of uncertainty in clustering. In: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada

2. Davis, K., et al.: Visualizing Clustering and Uncertainty Analysis of Multivariate Time-Series Data, SAND2018-5238C

3. Valiente, M.R., et al.: Cluster validity and uncertainty assessment for self-organizing map pest profile analysis. Methods Ecol. Evol. 8(3) (2017)

4. Vieira, G.S., et al.: Uncertainty Quantification of Trajectory Clustering Applied to Ocean Ensemble Forecasts, arXiv:2008.12253v1 [physics.ao-ph] 25 Aug 2020

5. Sahlin, N.-E., Gärdenfors, P.: Unreliable probabilities, risk-taking, and decision-making (1997)

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