Publications

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 …

Alexander Belikov, Andrey Rzhetsky, James Evans

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 …

Jamshid Sourati, Alexander Belikov, James Evans

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 …

Alexander Belikov, Guillaume Matheron, Johan Sassi

Bayesian model of electrical heating disaggregation

Adoption of smart meters is a major milestone on the path of European transition to smart energy. The residential sector in France …

François Culière, Laetitia Leduc, Alexander Belikov

Creating training data for scientific named entity recognition with minimal human effort

Scientific Named Entity Referent Extraction is often more complicated than traditional Named Entity Recognition (NER). For example, in …

Roselyne B Tchoua, Aswathy Ajith, Zhi Hong, Logan T Ward, Kyle Chard, Alexander Belikov, Debra J Audus, Shrayesh Patel, Juan J de Pablo, Ian T Foster