Mood disorders and urban environmentDelves into the relationships between mood disorders, cognitive performance, and brain plasticity in urban environments, using data from medical cohorts.
Unsupervised Behavior ClusteringExplores unsupervised behavior clustering and dimensionality reduction techniques, covering algorithms like K-Means, DBSCAN, and Gaussian Mixture Model.
Kernel K-means ClusteringExplores Kernel K-means clustering, interpreting solutions, handling missing data, and dataset selection for machine learning.
Road Noise: Source-side MeasuresCovers the analysis of road noise reduction measures at the source, focusing on different road coverings and speed reduction impact.