Phase division algorithm is designed based on this new PCA similarity index, following by a statistical transition identification step.
An iterative procedure is designed for phase division, region of support (ROS) determination for each phase and phase 2D-DPCA modeling.
A two-level phase division algorithm is designed to capture and trace quality-related inner-phase evolution which in general goes through three statuses sequentially, i.e., transition, steady-phase and transition.
In order to address these issues, this paper proposes a two-directional concurrent strategy of mode identification and sequential phase division for multimode and multiphase batch process monitoring with the uneven problem.
This loop follows a slightly different phase division known as Observe, Orient, Decide, and Act, as proposed in [5].
The development of the caryopsis can be broadly divided into three main phases: division and expansion, grain filling and maturation, and desiccation [ 5].
In particular, on Yeast cell cycle data, we show that the phase division based on CPM is more efficient and effective than the segmentation based on traditional CCC-biclustering method [ 20]; and in the analysis of phase/cell cycle related biological processes, we found that the group of genes actually displays conditional functional enrichment and protein interaction network rewiring.
Multidrug therapy is based on the premise that different types of anticancer drugs exert their effects in a certain part of the cell cycle (e.g., cell growth phase, cell division phase, resting phase).
The stance phase divisions, marked in red, are determined independent of the EMG information and are located entirely by gait analysis.
Figure 2 Time-aligned EMG signals of (a) left gastrocnemius (b) right gastrocnemius, and (c) pressure walkway recording, with swing phase divisions shown in red.
Figure 8 EMG signals of (a) left gastrocnemius (b) right gastrocnemius, and (c) pressure walkway recording, with swing phase divisions shown in red for hypertensive subject 004 walk 1.
