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Gamma probability distributions are very flexible and are useful in describing heterogeneous observations such as observed in reports of brain injuries.
Unlike Tapas, Campari is a BBA module adapted to handle heterogeneous observations.
This strategy of difference-in-differences is effective in alleviating several endogeneity problems that arise when comparing heterogeneous observations.
The low-complexity and high-accuracy algorithm was presented in [4], for reducing the computational load of the traditional data-fusion algorithm with heterogeneous observations for location tracking.
Such self-organizing systems of agents can adapt to the available information sources at runtime and can infer critical hidden events through interpretation of complex patterns consisting of many heterogeneous observations.
This formalization reconciles heterogeneous observations but implies searching for the interactions between components, mostly between critical components of a causal profile, and, for instance, the reasons why specific human groups would not show any effect despite exposure, when an effect would be expected.
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This paper discusses the design, implementation and evaluation of a framework that enables the virtual integration of heterogeneous observation data sources through a Sensor Observation Service (SOS) standard interface.
Furthermore, the included studies were distinctly different in design with diverse populations of patients, choices of antibiotics, durations of prophylaxis, and a heterogeneous observation period after removal of the catheter so that standardized recommendations are difficult to make.
Another advantage, which is explored in this paper, is the possibility to enhance robustness of loop closure detection by incorporating heterogeneous sensory observations.
This paper describes a first effort for the semantic mediation between heterogeneous environmental observation datasets through the Sensor Observation Service (SOS) standard proposed by the Open Geospatial Consortium.
However, since COPD pathology may be anatomically heterogeneous, our observation that the lung microarchitecture allows for the development of distinct localized microbial communities during disease provides a unifying hypothesis for all the culture-based and -independent studies on the role of bacteria in COPD progression.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com