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The resulting decoder system differed from a normal HMM/ANN hybrid in that each ANN was replaced by a mixture of ANNs that had been provided via boosting.
This notion is in line with our observations that RBP-J in macrophages is required for inhibition of T cell proliferation under both ex vivo and in vitro M2-polarizing conditions (Fig. 3A and 3B) and suggests that antagonizing RBP-J activities in TAMs may represent a novel strategy of anti-tumor immune-therapy via boosting T cell responses.
The novelty of this contribution lies in the fairness (and thus quality) enhancement of non-real-time video with a minimum tradeoff in real-time video quality degradation via boosting the relative importance of non-real-time I-packets from AAC_VI to make them equally compete with real-time P-packets of any importance level, not just with P-packets of least importance as in the case of PWD.
Our data suggest that Tam reduces fat mass via boosting ROS, thus making a recovery period crucial for posttreatment study.
According to our criteria, ABC with summary statistics chosen locally via boosting with the L2-loss performs best.
Together, our data strongly suggest that the short-term (5-day) treatment with Tam reduces fat mass via boosting ROS production.
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Propensity scores were estimated via boosted models using the "twang" package in the R statistical computing environment (R Foundation for Statistical Computing, Vienna, Austria) [ 30].
Marina's actions include running, jumping, and boosting (via jetpack) in the eight cardinal and ordinal directions, as well as sliding, rolling, and hovering.
Grabner et al.[1] have proposed a tracker via online boosting.
The tracking task is formulated as a binary classification via online boosting framework.
In [4], Ke et al. designed an algorithm that automatically learns local descriptors from the spectrogram via pairwise boosting.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com