Matches in SemOpenAlex for { <https://semopenalex.org/work/W1568234219> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W1568234219 abstract "In this paper we assess about the recognition of User Interaction events when handling electrical devices. This work is placed in the context of Intrusive Load Monitoring used for appliance recognition. ILM implies several Smart Metering Sensors to be placed inside the environment under analysis (in our case we have one Smart Metering Sensor per device). Our existing system is able to recognise the appliance class (as coffee machine, printer, etc.) and the sequence of states (typically Active / Non-Active) by using Hidden Markov Models as machine learning algorithm. In this paper we add a new layer to our system architecture called User Interaction Layer, aimed to infer the moments (called User Interaction events) during which the user interacts with the appliance. This layer uses as input the information coming from HMM (i.e. the recognised appliance class and the sequence of states). The User Interaction events are derived from the analysis of the transitions in the sequences of states and a ruled-based system adds or removes these events depending on the recognised class. Finally we compare the list of events with the ground truth and we obtain three different accuracy rates: (i) 96.3% when the correct model and the real sequence of states are known a priori, (ii) 82.5% when only the correct model is known and (iii) 80.5% with no a priori information." @default.
- W1568234219 created "2016-06-24" @default.
- W1568234219 creator A5054786745 @default.
- W1568234219 creator A5057460554 @default.
- W1568234219 creator A5083133653 @default.
- W1568234219 date "2015-03-01" @default.
- W1568234219 modified "2023-09-27" @default.
- W1568234219 title "User interaction event detection in the context of appliance monitoring" @default.
- W1568234219 cites W1967521600 @default.
- W1568234219 cites W1984148697 @default.
- W1568234219 cites W1994042232 @default.
- W1568234219 cites W2016605259 @default.
- W1568234219 cites W2017692674 @default.
- W1568234219 cites W2053449908 @default.
- W1568234219 cites W2107659291 @default.
- W1568234219 cites W2111757915 @default.
- W1568234219 cites W2119046371 @default.
- W1568234219 cites W2123910460 @default.
- W1568234219 cites W2131353345 @default.
- W1568234219 cites W2162543538 @default.
- W1568234219 cites W2163121678 @default.
- W1568234219 cites W2071911326 @default.
- W1568234219 doi "https://doi.org/10.1109/percomw.2015.7134056" @default.
- W1568234219 hasPublicationYear "2015" @default.
- W1568234219 type Work @default.
- W1568234219 sameAs 1568234219 @default.
- W1568234219 citedByCount "6" @default.
- W1568234219 countsByYear W15682342192016 @default.
- W1568234219 countsByYear W15682342192017 @default.
- W1568234219 countsByYear W15682342192018 @default.
- W1568234219 countsByYear W15682342192019 @default.
- W1568234219 countsByYear W15682342192022 @default.
- W1568234219 crossrefType "proceedings-article" @default.
- W1568234219 hasAuthorship W1568234219A5054786745 @default.
- W1568234219 hasAuthorship W1568234219A5057460554 @default.
- W1568234219 hasAuthorship W1568234219A5083133653 @default.
- W1568234219 hasConcept C111472728 @default.
- W1568234219 hasConcept C119857082 @default.
- W1568234219 hasConcept C121332964 @default.
- W1568234219 hasConcept C124101348 @default.
- W1568234219 hasConcept C138885662 @default.
- W1568234219 hasConcept C146849305 @default.
- W1568234219 hasConcept C151730666 @default.
- W1568234219 hasConcept C154945302 @default.
- W1568234219 hasConcept C178790620 @default.
- W1568234219 hasConcept C185592680 @default.
- W1568234219 hasConcept C23224414 @default.
- W1568234219 hasConcept C2777212361 @default.
- W1568234219 hasConcept C2778112365 @default.
- W1568234219 hasConcept C2779227376 @default.
- W1568234219 hasConcept C2779343474 @default.
- W1568234219 hasConcept C2779662365 @default.
- W1568234219 hasConcept C41008148 @default.
- W1568234219 hasConcept C54355233 @default.
- W1568234219 hasConcept C62520636 @default.
- W1568234219 hasConcept C75553542 @default.
- W1568234219 hasConcept C79403827 @default.
- W1568234219 hasConcept C86803240 @default.
- W1568234219 hasConceptScore W1568234219C111472728 @default.
- W1568234219 hasConceptScore W1568234219C119857082 @default.
- W1568234219 hasConceptScore W1568234219C121332964 @default.
- W1568234219 hasConceptScore W1568234219C124101348 @default.
- W1568234219 hasConceptScore W1568234219C138885662 @default.
- W1568234219 hasConceptScore W1568234219C146849305 @default.
- W1568234219 hasConceptScore W1568234219C151730666 @default.
- W1568234219 hasConceptScore W1568234219C154945302 @default.
- W1568234219 hasConceptScore W1568234219C178790620 @default.
- W1568234219 hasConceptScore W1568234219C185592680 @default.
- W1568234219 hasConceptScore W1568234219C23224414 @default.
- W1568234219 hasConceptScore W1568234219C2777212361 @default.
- W1568234219 hasConceptScore W1568234219C2778112365 @default.
- W1568234219 hasConceptScore W1568234219C2779227376 @default.
- W1568234219 hasConceptScore W1568234219C2779343474 @default.
- W1568234219 hasConceptScore W1568234219C2779662365 @default.
- W1568234219 hasConceptScore W1568234219C41008148 @default.
- W1568234219 hasConceptScore W1568234219C54355233 @default.
- W1568234219 hasConceptScore W1568234219C62520636 @default.
- W1568234219 hasConceptScore W1568234219C75553542 @default.
- W1568234219 hasConceptScore W1568234219C79403827 @default.
- W1568234219 hasConceptScore W1568234219C86803240 @default.
- W1568234219 hasLocation W15682342191 @default.
- W1568234219 hasOpenAccess W1568234219 @default.
- W1568234219 hasPrimaryLocation W15682342191 @default.
- W1568234219 hasRelatedWork W1905378569 @default.
- W1568234219 hasRelatedWork W2123032177 @default.
- W1568234219 hasRelatedWork W2961085424 @default.
- W1568234219 hasRelatedWork W2969616955 @default.
- W1568234219 hasRelatedWork W3107339545 @default.
- W1568234219 hasRelatedWork W3128901289 @default.
- W1568234219 hasRelatedWork W3129604848 @default.
- W1568234219 hasRelatedWork W4293083511 @default.
- W1568234219 hasRelatedWork W4306674287 @default.
- W1568234219 hasRelatedWork W4366251042 @default.
- W1568234219 isParatext "false" @default.
- W1568234219 isRetracted "false" @default.
- W1568234219 magId "1568234219" @default.
- W1568234219 workType "article" @default.