Improved Thermal Comfort Model Leveraging Conditional Tabular GAN Focusing on Feature Selection

M Shajalal, M Bohlouli, HP Das, A Boden… - IEEE …, 2024 - ieeexplore.ieee.org
The indoor thermal comfort in both homes and workplaces significantly influences the health
and productivity of inhabitants. The heating system, controlled by Artificial Intelligence (AI) …

Skeleton-based human action recognition in a thermal comfort context

J Martins, K Flanigan, C McComb - Proceedings of the 10th ACM …, 2023 - dl.acm.org
Thermal comfort optimization is key to ensuring the well-being of building occupants and
promoting intelligent energy use in the built environment. In the current space of thermal …

Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments

M Shajalal, A Boden, G Stevens, D Du… - World Conference on …, 2024 - Springer
Smart home systems are gaining popularity as homeowners strive to enhance their living
and working environments while minimizing energy consumption. However, the adoption of …

[图书][B] Explainable Artificial Intelligence: Second World Conference, XAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings

L Longo, S Lapuschkin, C Seifert - 2024 - books.google.com
This four-volume set constitutes the refereed proceedings of the Second World Conference
on Explainable Artificial Intelligence, xAI 2024, held in Valletta, Malta, during July 17-19 …

Optimizing Thermal Comfort Prediction Models through Efficient Feature Selection: A Comparative Study

HH Tan, YF Tan, WH Tan, CP Ooi - 2024 7th International …, 2024 - ieeexplore.ieee.org
Thermal comfort is a crucial factor in evaluating occupants' thermal experiences in an
environment. Developing a thermal comfort prediction model using environmental and …

A Dynamic Model for Predicting Indoor Temperatures based on CBLSTM and Auto Encoder Approach

M Karri, PY Fulzele, MS Al Ansari… - 2023 2nd …, 2023 - ieeexplore.ieee.org
There are several options for controlling the temperature and humidity within buildings like
schools, offices, hospitals, houses, and even grocery stores. Many different theories of …

[图书][B] Data-Centric Machine Learning for Human-Centric Applications

HP Das - 2023 - search.proquest.com
Climate change and pandemics are two of the most pressing threats facing humanity today.
Addressing these urgent threats require immediate mitigative actions. In the US, buildings …