Journal
Scientific and Technical Journal of Information Technologies, Mechanics and Optics
UDK004.89
Issue:5 (151)
Download PDF0 Kbyte
Sedentary behavior health outcomes and identifying the uncertain behavior patterns in adult
Annotation
Uncertain sedentary behavior has evolved as a new health concern in recent periods. Being inactive for long periods is a significant risk factor among all the adult age groups, especially over-reliance on vehicles for mobility. Sensors are making it easier to monitor seating habits throughout the active period. However, experts are divided on the most appropriate objective metrics for capturing the cumulative information of sedentary time throughout the day. Due to discrepancies in measuring methods, data processing techniques, and the absence of fundamental outcome indicators like cumulative sedentary period, evaluating the several research studies sedentary patterns was unrealistic. In this research study, a novel design was suggested with adaptive computations, namely, fleeting granularity, to differentiate instances of daily human activities. Multivariate transitory information is acquired from sophisticated units (essential cells). Our proposed scalable algorithms can identify Frequent Behavior Patterns (FBPs) with a timeframe estimate by employing collected widespread multivariate data (fleeting granularity). It has been evidenced that the applicability of the example by differentiating proof computations on two certifiable datasets. The assessment of the relationships, accuracy, and applicability of sedentary factors is the primary subject of this research.
Keywords
Постоянный URL
Articles in current issue
- Development of adaptive laser head for compensating error of beam waist position during processing materials using laser beam spot detection method
- Investigation of changes in the sensitivity of a fiber Bragg grating to temperature and strain using coatings from low-melting metal
- Cross-polarization coupling in polarization maintaining fiber induced by periodic mechanical stress
- Lyapunov function search method for analysis of nonlinear systems stability using genetic algorithm
- Robust disturbances compensation for MIMO linear systems with unmeasured state vector and control delay
- Trajectory tracking control for mobile robots with adaptive gain
- Switching the electrical properties of thin-film memristive elements based on GeTe by sequences of ultrashort laser pulses
- Spectral and kinetic characteristics of ultrathin cadmium selenide nanoscrolls
- Method for optimization of camera installation parameters for video monitoring of arbitrary surveillance zone
- The use of anthropometric points to introduce restrictions into the synthesis of a 3D model of the human body using SMPL
- Method for testing NLP models with text adversarial examples
- A new efficient adaptive rood pattern search motion estimation algorithm
- Clustering in big data analytics: a systematic review and comparative analysis (review article)
- Segmentation of word gestures in sign language video
- A method for constructing interpretable hidden Markov models for the task of identifying binding cores in sequences
- Job scheduling in a distributed computing system on a chip with power consumption minimization
- System for customers’ routing based on their emotional state and age in public services systems
- Confidence Lipschitz classifiers: an instrument of guaranteed reliability
- Visual programming environment for multidimensional fuzzy interval-logic regulators
- Solving the problem of spatial rotation of 3D surfaces and their mapping on the plane
- Analytical and simulation modeling of flexible joints for mechatronic and robotic systems
- Study of heat and mass transfer processes in the Fe-Sn reaction crucible in the presence of high-density electric current
- Measurement of the refractive index using an autocollimation goniometer