Jon Hutchins

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Student Profile

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), August 2008

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), December 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.

KDD Slides