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Temporal Probabilistic Object Bases

Abstract:

There are numerous applications where we have to deal with temporal uncertainty associated with objects. The ability to automatically store and manipulate time, probabilities, and objects is important. We propose a data model and algebra for temporal probabilistic object bases (TPOBs), which allows us to specify the probability with which an event occurs at a given time point. In explicit TPOB-instances, the sets of time points along with their probability intervals are explicitly...

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Journal:
IEEE Transactions on Knowledge and Data Engineering (TKDE)
Volume:
15
Issue:
4
Pages:
921-939
UUID:
uuid:0412e887-3a55-4fea-a242-972da5d569f8
Local pid:
cs:4661
Deposit date:
2015-03-31

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