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The parameters were derived heuristically based on offline experimentation on a training set, excluding the sequences reported in the experimental results.
To ascertain some of the thresholds, the authors used offline experimentation with Cloudstone benchmark.
The results, which are slightly better than the offline experimentation, confirm the applicability of the proposed self-normalizing front end (BISN w/MS-BTS).
An appropriate λ configuration was obtained as a result of offline experimentation on (1) a set of medium and high-motion sequences different from the ones reported in Section 4 and (2) over the entire rate range per sequence.
Similar(56)
However, during our experimentation with offline VTLN, we observed that further iterating did not yield significant improvements over the first iteration, therefore we only estimate the optimal warps once and train the canonical HMMs from the feature set parameterized with these optimal warps.
Performance measure using standard full-reference metrics were carried out offline at the end of real-time experimentation.
From a general conceptual framework, more experimentation is needed into what Bass [36] proposed, which explored how data mining from offline repositories can give useful feedback to effectively and efficiently benefit real-time Intrusion Detection.
* Offline maps.
Experimentation welcome.
Experimentation is learning.
It's all experimentation".
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