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At AIA25, AI and architecture software reshape design with 3D scanning, digital twins, and tools advancing sustainable, adaptive building practices.
Discover how the concept of architectural intelligence has evolved over the years, embracing a more holistic and human-centered perspective.
Why Ford decided to merge its next-gen architecture with its current platform The automaker’s software chief Doug Field explains why the company cancelled its ‘FNV4’ project, and why a ...
At the end of last year, the global software-defined vehicle (SDV) market size was valued at $49.3 billion. With a compound annual growth rate exceeding 25%, the industry is set to skyrocket over the ...
The developed system uses the Autoencoder (AE) architecture, which can learn complicated hierarchical data representations. The model is trained using valid transaction data to capture the underlying ...
Compared to using PCA for dimensionality reduction, using a neural autoencoder has the big advantage that it works with source data that contains both numeric and categorical data, while PCA works ...
In this article, based on a probabilistic autoencoder architecture, an affine-invariant Riemannian metric autoencoder (AIRMAE) is proposed for feature extraction, and combined with classifiers, a ...