This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
The decreasing cost of technology and Internet access has resulted in increasingly large-scale scientific research projects that rely on technology-mediated public participation....
In the field of scientific computing there is a manifold of software applications and tools available which provide methods and libraries for the solution of very specific prob...
The goal of the Eighth Workshop on Information Integration on the Web (IIWeb 2011), held in conjunction with WWW 2011 on March 28th, 2011 at Hyderabad, India was to bring together...
We present a continuous time Bayesian network reasoning and learning engine (CTBN-RLE). A continuous time Bayesian network (CTBN) provides a compact (factored) description of a co...
Christian R. Shelton, Yu Fan, William Lam, Joon Le...