Tufts ML Alumni
Current Research Topics:
Past Research Topics: [+]
Description: We have multiple projects looking at several aspects of mining and learning with time series data with direct applications in several domains including astrophysics and predictive medicine. Recent projects include detecting anomalous time series using novel and efficient clustering algorithms, clustering and classification of time series data using kernel methods and Gaussian processes, and fast search and analysis algorithms detecting events within time series.
This work is partly supported by NSF grants IIS-0803409 and IIS-0713259.