Matches in SemOpenAlex for { <https://semopenalex.org/work/W99596148> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W99596148 abstract "Abstract : Complex real-world systems consist of collections of interacting processes/events. These processes change over time in response to both internal and external stimuli as well as to the passage of time itself. Many domains such as real-time systems diagnosis, story understanding, and financial forecasting require the capability to model complex systems under a unified framework to deal with both time and uncertainty. Current models for uncertainty and current models for time already provide rich languages to capture uncertainty and temporal information respectively. Unfortunately, these semantics have made it extremely difficult to unify time and uncertainty in a way which cleanly and adequately models the problem domains at hand. This is further compounded by the practical necessity of efficient knowledge engineering under such a unified framework. Existing approaches suffer from significant trade offs between strong semantics for uncertainty and strong semantics for time. In this paper, we define and explore a new model, the Probabilistic Temporal Network, for representing temporal and atemporal information while fully embracing probabilistic semantics. The model allows representation of time constrained causality, of when and if events occur, and of the periodic and recurrent nature of processes. A constraint satisfaction formulation is presented for belief revision as well as a polynomial solvable class." @default.
- W99596148 created "2016-06-24" @default.
- W99596148 creator A5057398309 @default.
- W99596148 creator A5087172139 @default.
- W99596148 date "1996-11-13" @default.
- W99596148 modified "2023-09-24" @default.
- W99596148 title "Probabilistic Temporal Networks." @default.
- W99596148 doi "https://doi.org/10.21236/ada325559" @default.
- W99596148 hasPublicationYear "1996" @default.
- W99596148 type Work @default.
- W99596148 sameAs 99596148 @default.
- W99596148 citedByCount "7" @default.
- W99596148 countsByYear W995961482012 @default.
- W99596148 crossrefType "report" @default.
- W99596148 hasAuthorship W99596148A5057398309 @default.
- W99596148 hasAuthorship W99596148A5087172139 @default.
- W99596148 hasConcept C121332964 @default.
- W99596148 hasConcept C154945302 @default.
- W99596148 hasConcept C17744445 @default.
- W99596148 hasConcept C184337299 @default.
- W99596148 hasConcept C199360897 @default.
- W99596148 hasConcept C199539241 @default.
- W99596148 hasConcept C2524010 @default.
- W99596148 hasConcept C2776036281 @default.
- W99596148 hasConcept C2776359362 @default.
- W99596148 hasConcept C2777212361 @default.
- W99596148 hasConcept C33923547 @default.
- W99596148 hasConcept C41008148 @default.
- W99596148 hasConcept C49937458 @default.
- W99596148 hasConcept C62520636 @default.
- W99596148 hasConcept C64357122 @default.
- W99596148 hasConcept C80444323 @default.
- W99596148 hasConcept C94625758 @default.
- W99596148 hasConceptScore W99596148C121332964 @default.
- W99596148 hasConceptScore W99596148C154945302 @default.
- W99596148 hasConceptScore W99596148C17744445 @default.
- W99596148 hasConceptScore W99596148C184337299 @default.
- W99596148 hasConceptScore W99596148C199360897 @default.
- W99596148 hasConceptScore W99596148C199539241 @default.
- W99596148 hasConceptScore W99596148C2524010 @default.
- W99596148 hasConceptScore W99596148C2776036281 @default.
- W99596148 hasConceptScore W99596148C2776359362 @default.
- W99596148 hasConceptScore W99596148C2777212361 @default.
- W99596148 hasConceptScore W99596148C33923547 @default.
- W99596148 hasConceptScore W99596148C41008148 @default.
- W99596148 hasConceptScore W99596148C49937458 @default.
- W99596148 hasConceptScore W99596148C62520636 @default.
- W99596148 hasConceptScore W99596148C64357122 @default.
- W99596148 hasConceptScore W99596148C80444323 @default.
- W99596148 hasConceptScore W99596148C94625758 @default.
- W99596148 hasLocation W995961481 @default.
- W99596148 hasOpenAccess W99596148 @default.
- W99596148 hasPrimaryLocation W995961481 @default.
- W99596148 hasRelatedWork W1521785095 @default.
- W99596148 hasRelatedWork W1553911914 @default.
- W99596148 hasRelatedWork W1591371901 @default.
- W99596148 hasRelatedWork W1789692117 @default.
- W99596148 hasRelatedWork W1976437694 @default.
- W99596148 hasRelatedWork W1978778068 @default.
- W99596148 hasRelatedWork W2035007084 @default.
- W99596148 hasRelatedWork W2037189708 @default.
- W99596148 hasRelatedWork W2083652965 @default.
- W99596148 hasRelatedWork W2085055513 @default.
- W99596148 hasRelatedWork W2159080219 @default.
- W99596148 hasRelatedWork W2260812217 @default.
- W99596148 hasRelatedWork W2338191200 @default.
- W99596148 hasRelatedWork W2340953301 @default.
- W99596148 hasRelatedWork W2394785251 @default.
- W99596148 hasRelatedWork W2553103903 @default.
- W99596148 hasRelatedWork W2927320347 @default.
- W99596148 hasRelatedWork W3149394920 @default.
- W99596148 hasRelatedWork W3176015044 @default.
- W99596148 hasRelatedWork W6412136 @default.
- W99596148 isParatext "false" @default.
- W99596148 isRetracted "false" @default.
- W99596148 magId "99596148" @default.
- W99596148 workType "report" @default.