Conditional Simple Temporal Networks with Uncer-
Ulmer Informatik-Berichte. Simple Temporal Networks with Partially Shrinkable Uncertainty (Extended Version)
... As motivated in Sect. 1, for real-world problems this is often too strict. In many cases, the system may exercise some control over the execution of the con- tingent timepoint. As example consider a case where, at an ...
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Probabilistic Conditional Preference Networks
... Bayesian networks over the rules induced by the structure as random ...with simple networks, this would al- low, for instance, to represent fact such as : 3/4 ...
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Probabilistic Conditional Preference Networks
... of conditional preference networks (CP-nets) for representing the preferences of a group of individuals over a set of com- binatorial objects, or for representing ill-known prefer- ...Bayesian ...
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Learning conditional preference networks
... preference networks in binary-valued ...to simple outcome pairs for which dominance testing takes linear time, namely, pairs of outcomes which differ over only one ...
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DETERMINING THE CONDITIONAL PROBABILITIES IN BAYESIAN NETWORKS
... the conditional probabilities of the remaining, unknown ...Bayesian networks lies in being able to make this calculation, which is called evaluating or solving the ...Bayesian networks can determine ...
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Using Periodically Attentive Units to Extend the. Temporal Capacity of Simple Recurrent Networks. A thesis presented to the Faculty
... of networks with periodically attentive units has shown that such networks are far superior to Simple Recurrent Networks when learning long term dependencies if these dependencies can be ...
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Random walks on temporal networks
... contacts, simple rescaling procedures are enough to compare the processes occurring on the different tempo- ral networks, at least for some given ...
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Structural and temporal heterogeneities on networks
... First, we investigate the influence of a single trap placed in different communities of SF networks. The network communities structure, where each community is a group of nodes, which are interlinked with each ...
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Foundations of Temporal Text Networks
... “Modeling temporal text networks” section we define our model as a simple attributed bipartite ...this simple model can be used to represent many existing types of text-based interactions, ...
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Random walks on temporal networks
... contacts, simple rescaling procedures are enough to compare the processes occurring on the different temporal networks, at least for some given ...
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Masked Conditional Neural Networks for sound classification
... Long Short-Term Memory (LSTM) [46] is a sequence labeling recurrent neural network (RNN) that was initially introduced to tackle the vanishing and exploding gradient [47] problems faced by RNN. These problems occur in ...
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Connectivity and Inference Problems for Temporal Networks
... a temporal network G with nodes s and t, the maximum number of edge-disjoint time-respecting paths from s to t is equal to the minimum number of edges whose deletion leaves no time-respecting s-t ...no ...
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A simple model of homophily in social networks
... that, conditional on relative population share and both in the one-sided and two-sided scenarios, inbreeding is more likely to occur in groups that are large in absolute size than in smaller ...
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Conditional Shortest Path Routing in Delay Tolerant Networks
... these networks is that it is difficult to determine how to get data from the source to the ...DTN-like networks have been built using static routing ...small networks with simple ...these ...
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Diagnosis of Simple Temporal Networks
... of temporal plan ...such temporal constraint violations by modeling the temporal aspects of a plan as a Simple Temporal Network ...
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A Simple Method For Estimating Conditional Probabilities For SVMs
... [email protected] Abstract Support Vector Machines (SVMs) have become a popular learning algorithm, in particular for large, high-dimensional classification problems. SVMs have been shown to give most ...
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Classifying Temporal Relations with Simple Features
... capturing temporal aware- ness in terms of precision, recall and ...annotated temporal links using tempo- ral closure, by checking the existence of the iden- tified relations in the closure ...
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Communicability in temporal networks
... the networks are ...nonstreaming temporal networks, the temporal communicability brings possibilities for identifying patterns of communication and behaviors which are hidden in the ...
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Spatio-Temporal Networks:
... spatio-temporal networks Spatio-temporal networks encompass the spatial relationship among locations and the time dimension of the data that those locations ...spatio-temporal ...
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The syntax of temporal and conditional adverbial clauses in Najdi Arabic
... peripheral temporal adverbial ...central temporal clauses which are introduced by gablma ‘before’ and baʕdma ...central temporal adverbial clauses in ...central temporal adverbial ...
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