Prediction and ranking algorithms for event-based network data. - Joshua O'Madadhain; Jon Hutchins; Padhraic Smyth (SIGKDD Explor., 2005)

Adaptive event detection with time-varying poisson processes. - Alexander Ihler; Jon Hutchins; Padhraic Smyth (KDD, 2006)

Dodgers Loop Sensor. - Jon Hutchins (UCI Machine Learning Repository, 2006)

CalIt2 Building People Counts. - Jon Hutchins (UCI Machine Learning Repository, 2006)

Learning to detect events with Markov-modulated poisson processes. - Alexander T. Ihler; Jon Hutchins; Padhraic Smyth (ACM Trans. Knowl. Discov. Data, 2007)

Probabilistic Analysis of a Large-Scale Urban Traffic Sensor Data Set. - Jon Hutchins; Alexander Ihler; Padhraic Smyth (KDD Workshop on Knowledge Discovery from Sensor Data, 2008)