Brief (3 page) introduction to my research
Probabilistic analysis of a large-scale urban traffic data set
J. Hutchins, A. Ihler, and P. Smyth
Second International Workshop on Knowledge Discovery from Sensor Data (ACM SIGKDD Conference, KDD-08),
Modeling count data from multiple sensors:A building occupancy model
Jon Hutchins, Alexander Ihler, Padhraic Smyth
Proc. 2nd International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2007),
Learning to detect events with Markov-modulated Poisson processes
A. T. Ihler, J. Hutchins, and P. Smyth
ACM Transactions on Knowledge Discovery from Data, December 2007.
Adaptive event detection with time-varying Poisson processes
A. Ihler, J. Hutchins, and P. Smyth
Proceedings of the 12th ACM SIGKDD Conference (KDD-06), August 2006.
Prediction and ranking algorithms for event-based network data
J. O Madadhain, J. Hutchins, P. Smyth
ACM SIGKDD Explorations: Special Issue on Link Mining, 7(2), 23-30, December 2006.