Balancing the Tradeoff Between Clustering Value and Interpretability
Author:
Affiliation:
1. University of Massachusetts Amherst, Amherst, MA, USA
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3375627.3375843
Reference27 articles.
1. Trends and Trajectories for Explainable, Accountable and Intelligible Systems
2. ICT Authority. 2017. Kenya Sanitation by District. https://www.opendata.go.ke/datasets/sanitation-by-district . (2017). ICT Authority. 2017. Kenya Sanitation by District. https://www.opendata.go.ke/datasets/sanitation-by-district . (2017).
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