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Tracking with ranked signals
Conference on Uncertainty in Artificial Intelligence
We present a novel graphical model approach for a problem not previously considered in the machine learning literature: that of tracking with ranked signals. The problem consists of tracking a single target given observations about the target that consist of ranked continuous signals, from unlabeled sources in a cluttered environment. We introduce appropriate factors to handle the imposed ordering assumption, and also incorporate various systematic errors that can arise in this problem,dblp:conf/uai/LiPRBS15 fatcat:ohwjbejhvncizgiidomda6nydi