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08/15/2022
Combining Predictions under Uncertainty: The Case of Random Decision Trees
A common approach to aggregate classification estimates in an ensemble o...
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12/13/2021
Tree-Based Dynamic Classifier Chains
Classifier chains are an effective technique for modeling label dependen...
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10/18/2021
Correlation-based Discovery of Disease Patterns for Syndromic Surveillance
Early outbreak detection is a key aspect in the containment of infectiou...
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01/28/2021
Revisiting Non-Specific Syndromic Surveillance
Infectious disease surveillance is of great importance for the preventio...
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09/02/2019
DeepDB: Learn from Data, not from Queries!
The typical approach for learned DBMS components is to capture the behav...
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07/17/2019
Improving Outbreak Detection with Stacking of Statistical Surveillance Methods
Epidemiologists use a variety of statistical algorithms for the early de...
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11/15/2018