Matches in SemOpenAlex for { <https://semopenalex.org/work/W1989649756> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W1989649756 abstract "Providing personalized feedback in Intelligent Transport Systems is a powerful tool for instigating a change in driving behaviour and the reduction of CO <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sub> emissions. This requires a system that is capable of detecting driver characteristics from real-time vehicle data. In this paper, we apply the architecture and theory of a Neural-Symbolic Cognitive Agent (NSCA) to effectively learn and reason about observed driving behaviour and related driver characteristics. The NSCA architecture combines neural learning and reasoning with symbolic temporal knowledge representation and is capable of encoding background knowledge, learning new hypotheses from observed data, and inferring new beliefs based on these hypotheses. Furthermore, it deals with uncertainty and errors in the data using a Bayesian inference model, and it scales well to hundreds of thousands of data samples as in the application reported in this paper. We have applied the NSCA in an Intelligent Transport System to reduce CO <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sub> emissions as part of an European Union project, called EcoDriver. Results reported in this paper show that the NSCA outperforms the state-of-the-art in this application area, and is applicable to very large data." @default.
- W1989649756 created "2016-06-24" @default.
- W1989649756 creator A5015749813 @default.
- W1989649756 creator A5022678687 @default.
- W1989649756 creator A5024279388 @default.
- W1989649756 creator A5060005929 @default.
- W1989649756 creator A5079892822 @default.
- W1989649756 date "2014-07-01" @default.
- W1989649756 modified "2023-09-23" @default.
- W1989649756 title "Applying Neural-Symbolic Cognitive Agents in Intelligent Transport Systems to reduce CO<inf>2</inf> emissions" @default.
- W1989649756 cites W149725197 @default.
- W1989649756 cites W1510836926 @default.
- W1989649756 cites W1545328708 @default.
- W1989649756 cites W1670845525 @default.
- W1989649756 cites W1813659000 @default.
- W1989649756 cites W189596042 @default.
- W1989649756 cites W1968970479 @default.
- W1989649756 cites W1973412126 @default.
- W1989649756 cites W2001775696 @default.
- W1989649756 cites W2005530747 @default.
- W1989649756 cites W2036368940 @default.
- W1989649756 cites W2064925916 @default.
- W1989649756 cites W2116064496 @default.
- W1989649756 cites W2116265745 @default.
- W1989649756 cites W2120695425 @default.
- W1989649756 cites W2122063214 @default.
- W1989649756 cites W2135341757 @default.
- W1989649756 cites W2145790759 @default.
- W1989649756 cites W2154125551 @default.
- W1989649756 doi "https://doi.org/10.1109/ijcnn.2014.6889788" @default.
- W1989649756 hasPublicationYear "2014" @default.
- W1989649756 type Work @default.
- W1989649756 sameAs 1989649756 @default.
- W1989649756 citedByCount "1" @default.
- W1989649756 countsByYear W19896497562021 @default.
- W1989649756 crossrefType "proceedings-article" @default.
- W1989649756 hasAuthorship W1989649756A5015749813 @default.
- W1989649756 hasAuthorship W1989649756A5022678687 @default.
- W1989649756 hasAuthorship W1989649756A5024279388 @default.
- W1989649756 hasAuthorship W1989649756A5060005929 @default.
- W1989649756 hasAuthorship W1989649756A5079892822 @default.
- W1989649756 hasConcept C119857082 @default.
- W1989649756 hasConcept C127413603 @default.
- W1989649756 hasConcept C147176958 @default.
- W1989649756 hasConcept C154945302 @default.
- W1989649756 hasConcept C169760540 @default.
- W1989649756 hasConcept C169900460 @default.
- W1989649756 hasConcept C17744445 @default.
- W1989649756 hasConcept C199539241 @default.
- W1989649756 hasConcept C20854674 @default.
- W1989649756 hasConcept C2776214188 @default.
- W1989649756 hasConcept C2776359362 @default.
- W1989649756 hasConcept C41008148 @default.
- W1989649756 hasConcept C47796450 @default.
- W1989649756 hasConcept C50644808 @default.
- W1989649756 hasConcept C74072328 @default.
- W1989649756 hasConcept C86803240 @default.
- W1989649756 hasConcept C94625758 @default.
- W1989649756 hasConceptScore W1989649756C119857082 @default.
- W1989649756 hasConceptScore W1989649756C127413603 @default.
- W1989649756 hasConceptScore W1989649756C147176958 @default.
- W1989649756 hasConceptScore W1989649756C154945302 @default.
- W1989649756 hasConceptScore W1989649756C169760540 @default.
- W1989649756 hasConceptScore W1989649756C169900460 @default.
- W1989649756 hasConceptScore W1989649756C17744445 @default.
- W1989649756 hasConceptScore W1989649756C199539241 @default.
- W1989649756 hasConceptScore W1989649756C20854674 @default.
- W1989649756 hasConceptScore W1989649756C2776214188 @default.
- W1989649756 hasConceptScore W1989649756C2776359362 @default.
- W1989649756 hasConceptScore W1989649756C41008148 @default.
- W1989649756 hasConceptScore W1989649756C47796450 @default.
- W1989649756 hasConceptScore W1989649756C50644808 @default.
- W1989649756 hasConceptScore W1989649756C74072328 @default.
- W1989649756 hasConceptScore W1989649756C86803240 @default.
- W1989649756 hasConceptScore W1989649756C94625758 @default.
- W1989649756 hasLocation W19896497561 @default.
- W1989649756 hasOpenAccess W1989649756 @default.
- W1989649756 hasPrimaryLocation W19896497561 @default.
- W1989649756 hasRelatedWork W113905334 @default.
- W1989649756 hasRelatedWork W1570079447 @default.
- W1989649756 hasRelatedWork W1575304580 @default.
- W1989649756 hasRelatedWork W2130742436 @default.
- W1989649756 hasRelatedWork W2183362005 @default.
- W1989649756 hasRelatedWork W2341991338 @default.
- W1989649756 hasRelatedWork W2789380723 @default.
- W1989649756 hasRelatedWork W3021447059 @default.
- W1989649756 hasRelatedWork W3212578714 @default.
- W1989649756 hasRelatedWork W4235334346 @default.
- W1989649756 isParatext "false" @default.
- W1989649756 isRetracted "false" @default.
- W1989649756 magId "1989649756" @default.
- W1989649756 workType "article" @default.