The results showed a nuanced performance landscape shaped by urban form and algorithm design. Pixel-based methods such as K-means and Support Vector Machine (SVM) performed adequately in cities ...

For our quantitative study, we compared multiple machine-learning algorithms, including logistic regression, decision trees, random forest, and XGBoost, using our data to predict the right ...

Both generative AI and machine learning use algorithms to address complex challenges, but generative AI uses more sophisticated modeling and more advanced algorithms to add a creative element ...

More information: Zhenghao Yin et al, Experimental quantum-enhanced kernel-based machine learning on a photonic processor, Nature Photonics (2025). DOI: 10.1038/s41566-025-01682-5 ...