Machine Learning (ML) Techniques

Machine learning (ML) techniques have been applied for different applications: – Density-based spatial clustering for analyzing user regularities based on their location-based checkins – Unsupervised learning for analyzing traffic impacts under arterial road closures – Exemplar-based support vector machines (SVM) for achieving real-time bus

Identification of songbird species in field recordings

It is important to gain a better understanding about the climate and ecological changes in the world. One way to address this is to study seasonal migration patterns in songbird populations, since birds respond quickly to environmental changes. During migratory periods, many species