FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2735191661> ?p ?o ?g. }

• W2735191661 abstract "Wearable devices have recently gained a foothold in the market with the uptake of smartwatches. The strong tie between a smartwatch and its owner, the highly predictable position of a smartwatch on the body, and its internal sensors are enabling a wide array of applications that leverage the user context. In this paper we focus on a gesture recognition system to augment the user interaction with multimedia applications. We define a set of seven gestures that are relevant across several applications and we collect an extensive dataset with two smartwatches (the Motorola Moto360 and Apple's Watch). We use Long Short Term Memory neural networks for gesture recognition based on sensor data from both smartwatches. We provide an extensive evaluation of the classification accuracy of the system and provide a sensitivity analysis to find the Long Short Term Memory configuration that maximizes the classification accuracy. We also show the extent to which Long Short Term Memory neural networks outperform traditional machine learning approaches. We also illustrate an application we built for the Android and iOS platforms that allows developers to easily integrate the gesture recognition in their own systems. We conclude the paper with a description of use cases to underscore the potential impact of our contribution." @default.
• W2735191661 created "2017-07-21" @default.
• W2735191661 creator A5012449413 @default.
• W2735191661 creator A5044324903 @default.
• W2735191661 creator A5045916951 @default.
• W2735191661 creator A5055844783 @default.
• W2735191661 date "2017-06-01" @default.
• W2735191661 modified "2023-09-23" @default.
• W2735191661 title "On the usage of smart devices to augment the user interaction with multimedia applications" @default.
• W2735191661 cites W1484678121 @default.
• W2735191661 cites W1504118426 @default.
• W2735191661 cites W1882088395 @default.
• W2735191661 cites W1977556410 @default.
• W2735191661 cites W1985769044 @default.
• W2735191661 cites W1986707552 @default.
• W2735191661 cites W1991539813 @default.
• W2735191661 cites W2017634428 @default.
• W2735191661 cites W2037450941 @default.
• W2735191661 cites W2039708501 @default.
• W2735191661 cites W2064675550 @default.
• W2735191661 cites W2067964575 @default.
• W2735191661 cites W2082629283 @default.
• W2735191661 cites W2088171019 @default.
• W2735191661 cites W2112628161 @default.
• W2735191661 cites W2118665327 @default.
• W2735191661 cites W2132424367 @default.
• W2735191661 cites W2134450328 @default.
• W2735191661 cites W2134917076 @default.
• W2735191661 cites W2136848157 @default.
• W2735191661 cites W2137806997 @default.
• W2735191661 cites W2141125852 @default.
• W2735191661 cites W2152239535 @default.
• W2735191661 cites W61757119 @default.
• W2735191661 doi "https://doi.org/10.1109/wowmom.2017.7974316" @default.
• W2735191661 hasPublicationYear "2017" @default.
• W2735191661 type Work @default.
• W2735191661 sameAs 2735191661 @default.
• W2735191661 citedByCount "2" @default.
• W2735191661 countsByYear W27351916612019 @default.
• W2735191661 countsByYear W27351916612020 @default.
• W2735191661 crossrefType "proceedings-article" @default.
• W2735191661 hasAuthorship W2735191661A5012449413 @default.
• W2735191661 hasAuthorship W2735191661A5044324903 @default.
• W2735191661 hasAuthorship W2735191661A5045916951 @default.
• W2735191661 hasAuthorship W2735191661A5055844783 @default.
• W2735191661 hasConcept C107457646 @default.
• W2735191661 hasConcept C111919701 @default.
• W2735191661 hasConcept C119857082 @default.
• W2735191661 hasConcept C121687571 @default.
• W2735191661 hasConcept C149635348 @default.
• W2735191661 hasConcept C150594956 @default.
• W2735191661 hasConcept C151730666 @default.
• W2735191661 hasConcept C153083717 @default.
• W2735191661 hasConcept C154945302 @default.
• W2735191661 hasConcept C159437735 @default.
• W2735191661 hasConcept C207347870 @default.
• W2735191661 hasConcept C2779343474 @default.
• W2735191661 hasConcept C29794715 @default.
• W2735191661 hasConcept C41008148 @default.
• W2735191661 hasConcept C49774154 @default.
• W2735191661 hasConcept C50644808 @default.
• W2735191661 hasConcept C54290928 @default.
• W2735191661 hasConcept C557433098 @default.
• W2735191661 hasConcept C86803240 @default.
• W2735191661 hasConceptScore W2735191661C107457646 @default.
• W2735191661 hasConceptScore W2735191661C111919701 @default.
• W2735191661 hasConceptScore W2735191661C119857082 @default.
• W2735191661 hasConceptScore W2735191661C121687571 @default.
• W2735191661 hasConceptScore W2735191661C149635348 @default.
• W2735191661 hasConceptScore W2735191661C150594956 @default.
• W2735191661 hasConceptScore W2735191661C151730666 @default.
• W2735191661 hasConceptScore W2735191661C153083717 @default.
• W2735191661 hasConceptScore W2735191661C154945302 @default.
• W2735191661 hasConceptScore W2735191661C159437735 @default.
• W2735191661 hasConceptScore W2735191661C207347870 @default.
• W2735191661 hasConceptScore W2735191661C2779343474 @default.
• W2735191661 hasConceptScore W2735191661C29794715 @default.
• W2735191661 hasConceptScore W2735191661C41008148 @default.
• W2735191661 hasConceptScore W2735191661C49774154 @default.
• W2735191661 hasConceptScore W2735191661C50644808 @default.
• W2735191661 hasConceptScore W2735191661C54290928 @default.
• W2735191661 hasConceptScore W2735191661C557433098 @default.
• W2735191661 hasConceptScore W2735191661C86803240 @default.
• W2735191661 hasLocation W27351916611 @default.
• W2735191661 hasOpenAccess W2735191661 @default.
• W2735191661 hasPrimaryLocation W27351916611 @default.
• W2735191661 hasRelatedWork W1979502744 @default.
• W2735191661 hasRelatedWork W2018388187 @default.
• W2735191661 hasRelatedWork W2088840309 @default.
• W2735191661 hasRelatedWork W2105598271 @default.
• W2735191661 hasRelatedWork W2138541510 @default.
• W2735191661 hasRelatedWork W2262922187 @default.
• W2735191661 hasRelatedWork W2311600552 @default.
• W2735191661 hasRelatedWork W2374816255 @default.
• W2735191661 hasRelatedWork W23807966 @default.
• W2735191661 hasRelatedWork W2487105331 @default.
• W2735191661 hasRelatedWork W2517608320 @default.
• W2735191661 hasRelatedWork W2883128459 @default.
• W2735191661 hasRelatedWork W2984081625 @default.
• W2735191661 hasRelatedWork W2995999222 @default.

• next