1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.AI2024
HKD-SHO: A hybrid smart home system based on knowledge-based and data-driven services
Mingming Qiu, Elie Najm, Rémi Sharrock +1
A smart home is realized by setting up various services. Several methods have been proposed to create smart home services, which can be divided into knowledge-based and data-driven…
cs.AI2022
PBRE: A Rule Extraction Method from Trained Neural Networks Designed for Smart Home Services
Mingming Qiu, Elie Najm, Remi Sharrock +1
Designing smart home services is a complex task when multiple services with a large number of sensors and actuators are deployed simultaneously. It may rely on knowledge-based or d…
cs.LG2021★ 1 cited
Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks
Sibo Cheng, Mingming Qiu
Data assimilation techniques are widely used to predict complex dynamical systems with uncertainties, based on time-series observation data. Error covariance matrices modelling is…