[HTML][HTML] Interpretable machine learning for building energy management: A state-of-the-art review
Abstract Machine learning has been widely adopted for improving building energy efficiency
and flexibility in the past decade owing to the ever-increasing availability of massive building …
and flexibility in the past decade owing to the ever-increasing availability of massive building …
An Overview of Emerging and Sustainable Technologies for Increased Energy Efficiency and Carbon Emission Mitigation in Buildings
The building sector accounts for a significant proportion of global energy usage and carbon
dioxide emissions. It is important to explore technological advances to curtail building …
dioxide emissions. It is important to explore technological advances to curtail building …
Crop yield prediction integrating genotype and weather variables using deep learning
Accurate prediction of crop yield supported by scientific and domain-relevant insights, is
useful to improve agricultural breeding, provide monitoring across diverse climatic …
useful to improve agricultural breeding, provide monitoring across diverse climatic …
[PDF][PDF] Interpreting the impact of weather on crop yield using attention
T Gangopadhyay, J Shiik, AK Singh… - NeurIPS Workshop on AI …, 2020 - researchgate.net
Accurate prediction of crop yield supported by scientific and domain-relevant interpretations
can improve agricultural breeding by providing monitoring across diverse climatic …
can improve agricultural breeding by providing monitoring across diverse climatic …
Trustworthy deep learning for cyber-physical systems
T Gangopadhyay - 2022 - search.proquest.com
In cyber-physical systems, along with the accuracy of decision-making, interpretability
remains one of the important aspects to build user trust and generate domain insights …
remains one of the important aspects to build user trust and generate domain insights …
[PDF][PDF] Identifying drivers of residential energy consumption by explainable energy demand forecasting
Reducing primary and final energy demand is crucial for substantially decreasing
Greenhouse Gas (GHG) emissions and reaching global and European climate targets. To …
Greenhouse Gas (GHG) emissions and reaching global and European climate targets. To …
[PDF][PDF] Advances in Applied Energy
abstract Heating, ventilation and air-conditioning (HVAC) system is favourable for regulating
indoor temperature, relative humidity, airflow pattern and air quality. However, HVAC …
indoor temperature, relative humidity, airflow pattern and air quality. However, HVAC …