500 citations · 539 across the 11 of their papers we have counts for
3 papers · 1 filter
Consensus-Based Modelling using Distributed Feature Construction
Haimonti Dutta, Ashwin Srinivasan
A particularly successful role for Inductive Logic Programming (ILP) is as a tool for discovering useful relational features for subsequent use in a predictive model. Conceptually,…
NILMTK: An Open Source Toolkit for Non-intrusive Load Monitoring
Nipun Batra, Jack Kelly, Oliver Parson +5
Non-intrusive load monitoring, or energy disaggregation, aims to separate household energy consumption data collected from a single point of measurement into appliance-level consum…
Data Driven Energy Efficiency in Buildings
Nipun Batra, Amarjeet Singh, Pushpendra Singh +3
Buildings across the world contribute significantly to the overall energy consumption and are thus stakeholders in grid operations. Towards the development of a smart grid, utiliti…