FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1544996158> ?p ?o ?g. }

• W1544996158 abstract "OF THE THESIS Hidden Markov Models for Heart Rate Variability with Biometric Applications by Michael R. Walker II Master of Science in Electrical Engineering Washington University in St. Louis, May 2011 Research Advisor: Dr. Joseph A. O’Sullivan The utility of hidden Markov models (HMM) for modeling individual heart rate variability (HRV) is presented. Starting with a physiologically based statistical model for HRV from the literature, we justify use of HMMs and present methods for parameterizing the model. The forward-backward algorithm and expectation-maximization algorithm are used to estimate the model and the hidden states for a given observation sequence of inter-beat intervals. Multiple initialization techniques are presented to avoid local maxima. Model order is determined from the data sequence using the Bayesian information criterion. Models are trained on twelve hour recordings. The models are then used to discriminate the identity of an individual using data from a separate set of testing data. For database from 52 individuals, true identity was verified with an equal error rate of roughly 0.36. While initial results do not demonstrate strong performance as a biometric, HMMs are able to capture some individuality in the HRV signal. Consistency in HRV over twelve hour time scales is also demonstrated." @default.
• W1544996158 created "2016-06-24" @default.
• W1544996158 creator A5048312765 @default.
• W1544996158 date "2011-01-01" @default.
• W1544996158 modified "2023-09-23" @default.
• W1544996158 title "Hidden Markov Models for Heart Rate Variability with Biometric Applications" @default.
• W1544996158 cites W1562979145 @default.
• W1544996158 cites W1952072642 @default.
• W1544996158 cites W1975758854 @default.
• W1544996158 cites W1978142137 @default.
• W1544996158 cites W1994303078 @default.
• W1544996158 cites W2038548513 @default.
• W1544996158 cites W2040145158 @default.
• W1544996158 cites W2045407304 @default.
• W1544996158 cites W2049633694 @default.
• W1544996158 cites W2049757128 @default.
• W1544996158 cites W2051620101 @default.
• W1544996158 cites W2055522590 @default.
• W1544996158 cites W2072888391 @default.
• W1544996158 cites W2077264272 @default.
• W1544996158 cites W2100947383 @default.
• W1544996158 cites W2117924415 @default.
• W1544996158 cites W2121623107 @default.
• W1544996158 cites W2125838338 @default.
• W1544996158 cites W2132105247 @default.
• W1544996158 cites W2133589238 @default.
• W1544996158 cites W2137813581 @default.
• W1544996158 cites W2141921616 @default.
• W1544996158 cites W2142405592 @default.
• W1544996158 cites W2162800060 @default.
• W1544996158 cites W2285072859 @default.
• W1544996158 doi "https://doi.org/10.7936/k7ng4np9" @default.
• W1544996158 hasPublicationYear "2011" @default.
• W1544996158 type Work @default.
• W1544996158 sameAs 1544996158 @default.
• W1544996158 citedByCount "0" @default.
• W1544996158 crossrefType "journal-article" @default.
• W1544996158 hasAuthorship W1544996158A5048312765 @default.
• W1544996158 hasConcept C105795698 @default.
• W1544996158 hasConcept C114289077 @default.
• W1544996158 hasConcept C114466953 @default.
• W1544996158 hasConcept C119857082 @default.
• W1544996158 hasConcept C153180895 @default.
• W1544996158 hasConcept C154945302 @default.
• W1544996158 hasConcept C163836022 @default.
• W1544996158 hasConcept C182081679 @default.
• W1544996158 hasConcept C184297639 @default.
• W1544996158 hasConcept C199360897 @default.
• W1544996158 hasConcept C23224414 @default.
• W1544996158 hasConcept C2776436953 @default.
• W1544996158 hasConcept C28490314 @default.
• W1544996158 hasConcept C33923547 @default.
• W1544996158 hasConcept C40969351 @default.
• W1544996158 hasConcept C41008148 @default.
• W1544996158 hasConcept C49781872 @default.
• W1544996158 hasConcept C58489278 @default.
• W1544996158 hasConcept C98763669 @default.
• W1544996158 hasConceptScore W1544996158C105795698 @default.
• W1544996158 hasConceptScore W1544996158C114289077 @default.
• W1544996158 hasConceptScore W1544996158C114466953 @default.
• W1544996158 hasConceptScore W1544996158C119857082 @default.
• W1544996158 hasConceptScore W1544996158C153180895 @default.
• W1544996158 hasConceptScore W1544996158C154945302 @default.
• W1544996158 hasConceptScore W1544996158C163836022 @default.
• W1544996158 hasConceptScore W1544996158C182081679 @default.
• W1544996158 hasConceptScore W1544996158C184297639 @default.
• W1544996158 hasConceptScore W1544996158C199360897 @default.
• W1544996158 hasConceptScore W1544996158C23224414 @default.
• W1544996158 hasConceptScore W1544996158C2776436953 @default.
• W1544996158 hasConceptScore W1544996158C28490314 @default.
• W1544996158 hasConceptScore W1544996158C33923547 @default.
• W1544996158 hasConceptScore W1544996158C40969351 @default.
• W1544996158 hasConceptScore W1544996158C41008148 @default.
• W1544996158 hasConceptScore W1544996158C49781872 @default.
• W1544996158 hasConceptScore W1544996158C58489278 @default.
• W1544996158 hasConceptScore W1544996158C98763669 @default.
• W1544996158 hasLocation W15449961581 @default.
• W1544996158 hasOpenAccess W1544996158 @default.
• W1544996158 hasPrimaryLocation W15449961581 @default.
• W1544996158 hasRelatedWork W1480276090 @default.
• W1544996158 hasRelatedWork W1510894296 @default.
• W1544996158 hasRelatedWork W1562163102 @default.
• W1544996158 hasRelatedWork W1578793604 @default.
• W1544996158 hasRelatedWork W183384051 @default.
• W1544996158 hasRelatedWork W18750716 @default.
• W1544996158 hasRelatedWork W2129635071 @default.
• W1544996158 hasRelatedWork W2593106789 @default.
• W1544996158 hasRelatedWork W2596160996 @default.
• W1544996158 hasRelatedWork W2617503831 @default.
• W1544996158 hasRelatedWork W26434699 @default.
• W1544996158 hasRelatedWork W2793007295 @default.
• W1544996158 hasRelatedWork W2798450168 @default.
• W1544996158 hasRelatedWork W2964001329 @default.
• W1544996158 hasRelatedWork W2977666719 @default.
• W1544996158 hasRelatedWork W3034004292 @default.
• W1544996158 hasRelatedWork W3126254696 @default.
• W1544996158 hasRelatedWork W3143066485 @default.
• W1544996158 hasRelatedWork W3152200916 @default.
• W1544996158 hasRelatedWork W819050990 @default.
• W1544996158 isParatext "false" @default.

• next