[HTML][HTML] BIM integration with XAI using LIME and MOO for automated green building energy performance analysis
Achieving sustainable green building design is essential to reducing our environmental
impact and enhancing energy efficiency. Traditional methods often depend heavily on …
impact and enhancing energy efficiency. Traditional methods often depend heavily on …
[HTML][HTML] Explainable AI (XAI) techniques for convolutional neural network-based classification of drilled holes in melamine faced chipboard
A Sieradzki, J Bednarek, A Jegorowa, J Kurek - Applied Sciences, 2024 - mdpi.com
The furniture manufacturing sector faces significant challenges in machining composite
materials, where quality issues such as delamination can lead to substandard products. This …
materials, where quality issues such as delamination can lead to substandard products. This …
[HTML][HTML] Enhancing the interpretability of malaria and typhoid diagnosis with explainable AI and large language models
Malaria and Typhoid fever are prevalent diseases in tropical regions, and both are
exacerbated by unclear protocols, drug resistance, and environmental factors. Prompt and …
exacerbated by unclear protocols, drug resistance, and environmental factors. Prompt and …
Explainable Artificial Intelligence (XAI): A Perspective
M Chakraborty - International Ethical Hacking Conference, 2024 - Springer
Abstract The term “Explainable AI”(XAI) describes the capacity of AI systems to give humans
intelligible justifications for their choices and actions. This is essential for fostering trust in AI …
intelligible justifications for their choices and actions. This is essential for fostering trust in AI …
LIME: Optimising the creation of explanations
JTM Pereira - 2024 - recipp.ipp.pt
Explainable Artificial Intelligence (XAI) techniques are increasingly necessary for ensuring
trust and acceptance of complex machine learning models across various fields. One widely …
trust and acceptance of complex machine learning models across various fields. One widely …