Constrained clustering or semi-supervised clustering has received a lot of attention due to its flexibility of incorporating minimal supervision of domain experts or side information to help improve clustering results of classic unsupervised clustering techniques.
Most data could rather be incorporated into supervision systems so facility managers and district managers use them for continuous monitoring and service improvement [ 55].
District officers and providers must also be trained on data collection, aggregation, and use of data for decision-making, and routine monitoring support must be incorporated into supervision and quality assurance efforts.
An extra gas velocity sensor at the outlet would be useful to incorporate an extra supervision of the calculations.
The Bond Graph model, used for supervision, incorporates the chemical kinetics of equilibrated reaction, heat and mass transport phenomena.
A supervision model incorporating both supportive supervision and the involvement of community leaders was implemented in a volunteer CHW programme in the Morogoro region of Tanzania.
Staff were reported to be increasingly reflective about care provision, recovery approaches and practice with some teams incorporating reflective practice into supervision and team meetings.
We investigated whether adding a new near-peer teaching course, based on a new curriculum developed with student input and incorporating patient examination under supervision in small groups, improves basic clinical examination skills in third year medical students compared to a traditional clinical examination course alone.
A method of increasing the reliability of the trip circuit is to incorporate a trip circuit supervision relay, which continually monitors the continuity of the trip circuit, and activates an alarm when an unhealthy trip circuit is detected.
As it will be seen, this paper has strong links to the literature related to early warning indicators (Frenkel and Saravelos 2012), which have recently been incorporated to the multilateral supervision mechanisms of Europe (Scoreboard, MIB) and the G-20 (Indicative Guidelines, SA).
