Hence, an ensemble of conditional classifiers is designed based on 2D CNN in order to retain the generality of the system. The proposed model combines the concept of majority voting with average probability for the classification. Thus, even when the training and test data are collected from ...
physical and mental rehabilitation, activity examination, respiratory biofeedback system, mental stress assessment, rehabilitation system, weight training exercises, real-time vision, movement, and posture. An e-healthcare system can enable individuals with disabilities to live longer independently. Using “...
As shown in the UML diagram of Figure 9, the use case is initiated by the front-end user (FEUser) that enters the details of a newProcessing Activityvia the MySentinel UI. Thus, the Parties, by absorbing the consequences of Damage to their property and employees without recourse against ea...
Abnormally high levels of physical activity have been documented throughout the literature in patients with eating disorders (ED), especially those diagnosed with anorexia nervosa (AN). Yet no clear definition, conceptualization, or treatment of the problematic use of physical activity (PPA) in ED ...
Figure 2. Block diagram of the proposed method: network operation stage. 3.2. Activity Recognition Model A model M for activity recognition is created using machine learning algorithms. As it was already mentioned above in this section, the human activity has to be recognized based on incomplete...
to achieve gateway fault tolerance: (a) illustrates the Reliability Block Diagram of the warm standby configuration.; (b) comparison between the reliability trends of a single gateway (blue curve) and of a fault tolerant warm standby comprising two gateways and a diagnostic system (red curve). ...
Figure 3. Schematic diagram of the data collection process. Figure 4. Collecting training datasets for different activities and device placements. In order to collect the test data, the smartphone was loosely placed in specific orientations including in the bag, in the jacket pocket, on the ...
Cluster analysis diagram of high-frequency keywords in Chinese-language literature. Table 6. Cluster analysis of keywords in Chinese-language literature. (1) Studies on the promotional effect of physical activity on chronic disease prevention. This topic is primarily composed of six high-frequency ...