Search Results for author: Kevin H. Wilson

Found 3 papers, 2 papers with code

Counterfactual Explanations for Multivariate Time-Series without Training Datasets

no code implementations28 May 2024 Xiangyu Sun, Raquel Aoki, Kevin H. Wilson

However, most existing CFE methods require access to the model's training dataset, few methods can handle multivariate time-series, and none can handle multivariate time-series without training datasets.

counterfactual Time Series

Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks

1 code implementation9 May 2018 Avishek Kumar, Syed Ali Asad Rizvi, Benjamin Brooks, R. Ali Vanderveld, Kevin H. Wilson, Chad Kenney, Sam Edelstein, Adria Finch, Andrew Maxwell, Joe Zuckerbraun, Rayid Ghani

A barrier to proactive maintenance is the city's inability to predict the risk of failure on parts of its infrastructure.

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