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Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer
Our proposed method, Outage-Watch, defines critical service outages as deteriorations in the Quality of Service (QoS) captured by a set of metrics.
Reinforced Approximate Exploratory Data Analysis
Exploratory data analytics (EDA) is a sequential decision making process where analysts choose subsequent queries that might lead to some interesting insights based on the previous queries and corresponding results.
Split: Inferring Unobserved Event Probabilities for Disentangling Brand-Customer Interactions
This paper takes a direct approach whereby an event of interest is identified based on information on the composite event and aggregate data on composite events (e. g. total number of search ads shown).
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