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Prediction of robust scientific facts from literature

The growth of published science in recent years has escalated the difficulty that human and algorithmic agents face in reasoning over prior knowledge to select the next experiment. This challenge is increased by uncertainty about the reproducibility …

Data on How Science Is Made Can Make Science Better

Science is an engine of innovation and economic growth and a pathway to prosperity for countries around the world. The increasing availability of scientific publications today poses a data-driven opportunity to better understand and improve science. …

Domain Knowledge Aids in Signal Disaggregation; the Example of the Cumulative Water Heater

In this article we present an unsupervised low-frequency method aimed at detecting and disaggregating the power used by Cumulative Water Heaters (CWH) in residential homes. Our model circumvents the inherent difficulty of unsupervised signal …