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Under this background, an adaptive modification on total PLS model named as recursive TPLS will be proposed to adapt the monitoring model on line.
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Cormode [6] introduced the continuous monitoring model focusing on systems comprised of a coordinator and n nodes generating or observing distributed data streams.
Given a source plant A and a target plant B, the objective is to use the data available from plant A to monitor the operation of plant B, until a sufficient amount of data entirely representative of the operation in plant B is collected to allow building a process monitoring model based on these data only.
The Union built a large fleet of fifty monitors modeled on their namesake.
Based on this selection the monitoring models for the current mission must be generated online.
The sixth article "A packet-layer video quality assessment model with spatio-temporal complexity estimation", by N. Liao and Z. Chen, presents a packet-layer video quality monitoring model that is based on the spatiotemporal complexity of the video content and that takes into account interactions between content features, error concealment, and error propagation effects.
We discuss the structuring of the monitoring model, the monitoring algorithms and report on a case study performed on a model aircraft fuel system.
A basic model without social vigilance, where individuals avoid potential aggressors (avoidance model), was contrasted with two models that each additionally included a different type of social vigilance: a) monitoring a specific potential aggressor to remain informed on its whereabouts (monitoring model) or b) scanning the whole group to detect potential aggressors (scanning model).
We contrast this avoidance model which lacks any social vigilance behavior with two models that each additionally include one of the two types of social vigilance, reported in the primate literature: a) monitoring a specific potential aggressor to remain informed on its whereabouts (monitoring model) or b) scanning the whole group to detect potential aggressors (scanning model).
To investigate the implications of monitoring and scanning on the socio-spatial properties of primate groups, we compared a basic model where individuals avoid potential aggressors, but do not employ monitoring or scanning (avoidance model), to two models that additionally include either monitoring (monitoring model) or scanning (scanning model).
A key area for future research will be to conduct a mixed methods study, which evaluates how the East African Consortia and the Thai programme on-site monitoring models work in combination with central monitoring systems.
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