Matches in SemOpenAlex for { <https://semopenalex.org/work/W3197511752> ?p ?o ?g. }
- W3197511752 endingPage "661" @default.
- W3197511752 startingPage "643" @default.
- W3197511752 abstract "Modeling biological rhythms helps understand the complex principles behind the physical and psychological abnormalities of human bodies, to plan life schedules, and avoid persisting fatigue and mood and sleep alterations due to the desynchronization of those rhythms. The first step in modeling biological rhythms is to identify their characteristics, such as cyclic periods, phase, and amplitude. However, human rhythms are susceptible to external events, which cause irregular fluctuations in waveforms and affect the characterization of each rhythm. In this paper, we present our exploratory work towards developing a computational framework for automated discovery and modeling of human rhythms. We first identify cyclic periods in time series data using three different methods and test their performance on both synthetic data and real fine-grained biological data. We observe consistent periods are detected by all three methods. We then model inner cycles within each period through identifying change points to observe fluctuations in biological data that may inform the impact of external events on human rhythms. The results provide initial insights into the design of a computational framework for discovering and modeling human rhythms." @default.
- W3197511752 created "2021-09-13" @default.
- W3197511752 creator A5069753270 @default.
- W3197511752 creator A5078669479 @default.
- W3197511752 date "2021-01-01" @default.
- W3197511752 modified "2023-09-27" @default.
- W3197511752 title "Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams." @default.
- W3197511752 cites W1599494361 @default.
- W3197511752 cites W1964623182 @default.
- W3197511752 cites W1972822111 @default.
- W3197511752 cites W1982467224 @default.
- W3197511752 cites W1985832257 @default.
- W3197511752 cites W2003678494 @default.
- W3197511752 cites W2019727473 @default.
- W3197511752 cites W2021990756 @default.
- W3197511752 cites W2038123411 @default.
- W3197511752 cites W2038576877 @default.
- W3197511752 cites W2042167665 @default.
- W3197511752 cites W2043000861 @default.
- W3197511752 cites W2066821552 @default.
- W3197511752 cites W2073559157 @default.
- W3197511752 cites W2089545432 @default.
- W3197511752 cites W2097319089 @default.
- W3197511752 cites W2098342740 @default.
- W3197511752 cites W2104247936 @default.
- W3197511752 cites W2105594594 @default.
- W3197511752 cites W2106706098 @default.
- W3197511752 cites W2111538592 @default.
- W3197511752 cites W2130880324 @default.
- W3197511752 cites W2137810258 @default.
- W3197511752 cites W2145956847 @default.
- W3197511752 cites W2148868058 @default.
- W3197511752 cites W2149006054 @default.
- W3197511752 cites W2167311767 @default.
- W3197511752 cites W2253700905 @default.
- W3197511752 cites W2259214365 @default.
- W3197511752 cites W2297827560 @default.
- W3197511752 cites W2326655012 @default.
- W3197511752 cites W2411980009 @default.
- W3197511752 cites W2411995769 @default.
- W3197511752 cites W2427670819 @default.
- W3197511752 cites W2515822248 @default.
- W3197511752 cites W2588630819 @default.
- W3197511752 cites W2620777624 @default.
- W3197511752 cites W2775056555 @default.
- W3197511752 cites W2897220100 @default.
- W3197511752 cites W2929576458 @default.
- W3197511752 cites W2963396646 @default.
- W3197511752 cites W52790088 @default.
- W3197511752 cites W72678821 @default.
- W3197511752 hasPublicationYear "2021" @default.
- W3197511752 type Work @default.
- W3197511752 sameAs 3197511752 @default.
- W3197511752 citedByCount "1" @default.
- W3197511752 countsByYear W31975117522021 @default.
- W3197511752 crossrefType "journal-article" @default.
- W3197511752 hasAuthorship W3197511752A5069753270 @default.
- W3197511752 hasAuthorship W3197511752A5078669479 @default.
- W3197511752 hasConcept C107038049 @default.
- W3197511752 hasConcept C119857082 @default.
- W3197511752 hasConcept C135343436 @default.
- W3197511752 hasConcept C138885662 @default.
- W3197511752 hasConcept C154945302 @default.
- W3197511752 hasConcept C201797286 @default.
- W3197511752 hasConcept C41008148 @default.
- W3197511752 hasConcept C60644358 @default.
- W3197511752 hasConcept C66024118 @default.
- W3197511752 hasConcept C86803240 @default.
- W3197511752 hasConceptScore W3197511752C107038049 @default.
- W3197511752 hasConceptScore W3197511752C119857082 @default.
- W3197511752 hasConceptScore W3197511752C135343436 @default.
- W3197511752 hasConceptScore W3197511752C138885662 @default.
- W3197511752 hasConceptScore W3197511752C154945302 @default.
- W3197511752 hasConceptScore W3197511752C201797286 @default.
- W3197511752 hasConceptScore W3197511752C41008148 @default.
- W3197511752 hasConceptScore W3197511752C60644358 @default.
- W3197511752 hasConceptScore W3197511752C66024118 @default.
- W3197511752 hasConceptScore W3197511752C86803240 @default.
- W3197511752 hasLocation W31975117521 @default.
- W3197511752 hasOpenAccess W3197511752 @default.
- W3197511752 hasPrimaryLocation W31975117521 @default.
- W3197511752 hasRelatedWork W1973592658 @default.
- W3197511752 hasRelatedWork W1985053460 @default.
- W3197511752 hasRelatedWork W2061085017 @default.
- W3197511752 hasRelatedWork W2103575889 @default.
- W3197511752 hasRelatedWork W2107376690 @default.
- W3197511752 hasRelatedWork W2123168853 @default.
- W3197511752 hasRelatedWork W2144157449 @default.
- W3197511752 hasRelatedWork W2237226776 @default.
- W3197511752 hasRelatedWork W2260831316 @default.
- W3197511752 hasRelatedWork W2603866188 @default.
- W3197511752 hasRelatedWork W2744069066 @default.
- W3197511752 hasRelatedWork W2781294193 @default.
- W3197511752 hasRelatedWork W287285507 @default.
- W3197511752 hasRelatedWork W2920103993 @default.
- W3197511752 hasRelatedWork W2920795617 @default.
- W3197511752 hasRelatedWork W2996102005 @default.
- W3197511752 hasRelatedWork W3107050463 @default.