FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208593771> ?p ?o ?g. }

• W3208593771 endingPage "385" @default.
• W3208593771 startingPage "373" @default.
• W3208593771 abstract "Recently, computer and smartphone devices have been increasingly employed in various life aspects. Human Activity Recognition (HAR) is one of the most emerging fields that can be clearly noticed in terms of computer related researches. This study proposes a classification model to recognize human six basic activities based on smartphone embedded sensors. For feature selection, we utilized three optimization search algorithms which are: Particle Swarm Optimization (PSO), Greedy, and Genetic algorithm. K-nearest neighbors (KNN) classifier, with Manhattan distance function, is adopted to measure the models performance on two publicly available well-known datasets (i.e., WISDM and UCI-HAR). All experiments are achieved using 10-folds cross validation technique, and the results are evaluated and compared using different metrics, for instance, accuracy, root mean square error, f-measure, and number of features. The experimental results proved that PSO based KNN classifier presents the best performance compared to the other two algorithms, in addition to the baseline KNN classifier. Moreover, the proposed model outperforms those state-of-the-art models presented in related literature regarding the UCI-HAR dataset with performance rate of 98.89%, and close to the best performance achieved on WISDM dataset with performance rate of 91.07%." @default.
• W3208593771 created "2021-11-08" @default.
• W3208593771 creator A5004594054 @default.
• W3208593771 creator A5038361865 @default.
• W3208593771 creator A5047380202 @default.
• W3208593771 date "2021-01-01" @default.
• W3208593771 modified "2023-09-23" @default.
• W3208593771 title "Optimizing the Performance of KNN Classifier for Human Activity Recognition" @default.
• W3208593771 cites W1566130651 @default.
• W3208593771 cites W1968670561 @default.
• W3208593771 cites W1999712889 @default.
• W3208593771 cites W2008311091 @default.
• W3208593771 cites W2017634428 @default.
• W3208593771 cites W2050646411 @default.
• W3208593771 cites W2051167698 @default.
• W3208593771 cites W2060866511 @default.
• W3208593771 cites W2096674847 @default.
• W3208593771 cites W2123504579 @default.
• W3208593771 cites W2195342085 @default.
• W3208593771 cites W2206426646 @default.
• W3208593771 cites W2219995598 @default.
• W3208593771 cites W2268875920 @default.
• W3208593771 cites W2277981673 @default.
• W3208593771 cites W2299518025 @default.
• W3208593771 cites W2396780844 @default.
• W3208593771 cites W2465276110 @default.
• W3208593771 cites W2552818244 @default.
• W3208593771 cites W2555209581 @default.
• W3208593771 cites W2591436322 @default.
• W3208593771 cites W2619606157 @default.
• W3208593771 cites W2621254172 @default.
• W3208593771 cites W2623201052 @default.
• W3208593771 cites W2759690896 @default.
• W3208593771 cites W2770265759 @default.
• W3208593771 cites W2789283869 @default.
• W3208593771 cites W2789539320 @default.
• W3208593771 cites W2801331634 @default.
• W3208593771 cites W2941389498 @default.
• W3208593771 cites W2946670574 @default.
• W3208593771 cites W2961568450 @default.
• W3208593771 cites W2983325721 @default.
• W3208593771 cites W2995628968 @default.
• W3208593771 cites W2998376881 @default.
• W3208593771 cites W3000646640 @default.
• W3208593771 cites W3003646123 @default.
• W3208593771 cites W3011785450 @default.
• W3208593771 cites W3110489115 @default.
• W3208593771 cites W3119831520 @default.
• W3208593771 cites W3120788274 @default.
• W3208593771 cites W4247766683 @default.
• W3208593771 doi "https://doi.org/10.1007/978-3-030-81462-5_34" @default.
• W3208593771 hasPublicationYear "2021" @default.
• W3208593771 type Work @default.
• W3208593771 sameAs 3208593771 @default.
• W3208593771 citedByCount "1" @default.
• W3208593771 countsByYear W32085937712022 @default.
• W3208593771 crossrefType "book-chapter" @default.
• W3208593771 hasAuthorship W3208593771A5004594054 @default.
• W3208593771 hasAuthorship W3208593771A5038361865 @default.
• W3208593771 hasAuthorship W3208593771A5047380202 @default.
• W3208593771 hasConcept C105795698 @default.
• W3208593771 hasConcept C119857082 @default.
• W3208593771 hasConcept C124101348 @default.
• W3208593771 hasConcept C139945424 @default.
• W3208593771 hasConcept C148483581 @default.
• W3208593771 hasConcept C153180895 @default.
• W3208593771 hasConcept C154945302 @default.
• W3208593771 hasConcept C176066374 @default.
• W3208593771 hasConcept C33923547 @default.
• W3208593771 hasConcept C40969351 @default.
• W3208593771 hasConcept C41008148 @default.
• W3208593771 hasConcept C85617194 @default.
• W3208593771 hasConcept C8880873 @default.
• W3208593771 hasConcept C95623464 @default.
• W3208593771 hasConceptScore W3208593771C105795698 @default.
• W3208593771 hasConceptScore W3208593771C119857082 @default.
• W3208593771 hasConceptScore W3208593771C124101348 @default.
• W3208593771 hasConceptScore W3208593771C139945424 @default.
• W3208593771 hasConceptScore W3208593771C148483581 @default.
• W3208593771 hasConceptScore W3208593771C153180895 @default.
• W3208593771 hasConceptScore W3208593771C154945302 @default.
• W3208593771 hasConceptScore W3208593771C176066374 @default.
• W3208593771 hasConceptScore W3208593771C33923547 @default.
• W3208593771 hasConceptScore W3208593771C40969351 @default.
• W3208593771 hasConceptScore W3208593771C41008148 @default.
• W3208593771 hasConceptScore W3208593771C85617194 @default.
• W3208593771 hasConceptScore W3208593771C8880873 @default.
• W3208593771 hasConceptScore W3208593771C95623464 @default.
• W3208593771 hasLocation W32085937711 @default.
• W3208593771 hasOpenAccess W3208593771 @default.
• W3208593771 hasPrimaryLocation W32085937711 @default.
• W3208593771 hasRelatedWork W1996625429 @default.
• W3208593771 hasRelatedWork W2316780152 @default.
• W3208593771 hasRelatedWork W2563096758 @default.
• W3208593771 hasRelatedWork W2972035100 @default.
• W3208593771 hasRelatedWork W3010923102 @default.
• W3208593771 hasRelatedWork W3200179079 @default.
• W3208593771 hasRelatedWork W4293525103 @default.

• next