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  • novel
  • The purpose of this paper is to address these issues by the construction and rigorous analysis of novel probabilistic integration methods for both ordinary and partial differential equations. (springer.com)
  • Here, PET with the radioligand [ 11 C]-(+)-PHNO was used to quantify individual differences in putative D 3 receptor availability in rodents trained on a novel three-choice spatial acquisition and reversal-learning task with probabilistic reinforcement. (jneurosci.org)
  • By combining PET imaging with the D 3 -preferring radioligand [ 11 C]-(+)-PHNO, pharmacology, a novel three-choice probabilistic discrimination and reversal task and computational modeling of behavior in rats, we report that naturally occurring variation in [ 11 C]-(+)-PHNO receptor availability relates to specific aspects of flexible decision making. (jneurosci.org)
  • In this chapter, we present cluster-based irresponsible forwarding (CIF), a novel broadcast multihop forwarding protocol, that integrates the recently proposed IF probabilistic forwarding approach with a loosely structured clustered architecture. (springer.com)
  • expectation
  • Suppose we are interested in estimating the distribution or expectation of a return expression r of a probabilistic program P. We are interested in slicing the probabilistic program P and obtain a simpler program SLI(P) which retains only those parts of P that are relevant to estimating r, and elides those parts P that are not relevant to estimating r. (microsoft.com)
  • algorithm
  • It sees the problem of learning the structure of a probabilistic logic program as a multi-armed bandit problem, relying on the Monte-Carlo tree search UCT algorithm that combines the precision of tree search with the generality of random sampling. (springer.com)
  • analysis
  • As a consequence, naturally occurring duplicate ditags are also removed from the analysis leading to an error of measurement. (biomedcentral.com)
  • Through an accurate simulation analysis carried out in IEEE 802.11 networks, we assess the validity of this broadcast technique, showing a significant reliability improvement with respect to a more traditional pure probabilistic forwarding. (springer.com)
  • data
  • We propose a new definition of SLI(P) which is both correct and efficient for probabilistic programs, by including observe dependence in addition to control and data dependences for computing slices. (microsoft.com)
  • subject
  • Although the forcing scenarios are understood to be non-probabilistic, being subject to human actions, it is standard practice to represent the physical aspects of climate change probabilistically (Swart et al. (springer.com)
  • Architecture
  • In other words, CIF does not impose a clustered architecture but, rather, exploits the naturally ephemeral clustered architecture of VANETs. (springer.com)
  • original
  • On the contrary, while the error introduced in original SAGE by removal of naturally occurring duplicate ditags is insignificant, it leads to an error of up to 3 fold in LongSAGE. (biomedcentral.com)