Search Results for author: Syed Ali Asad Rizvi

Found 2 papers, 1 papers with code

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.

Applications

A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes

no code implementations2 May 2017 Syed Ali Asad Rizvi, Stephen J. Roberts, Michael A. Osborne, Favour Nyikosa

In this paper we use Gaussian Process (GP) regression to propose a novel approach for predicting volatility of financial returns by forecasting the envelopes of the time series.

regression Time Series +1

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