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Several experiments are performed on a standard dataset of eddy current signal samples for aircraft structures.
Further we use the proposed algorithms to improve clustering capability of the standard NMF using the Reuter document corpus, a standard dataset in clustering research.
VIPeR [10] (Viewpoint Invariant Pedestrian Recognition) is a standard dataset for person re-identification problem and is considered as one of the most difficult datasets.
For instance, the PASCAL VOC Challenge [1] provides a standard dataset of annotated images at the bounding box level, for object categorization and detection.
We notice that the system quickly picks up on user-defined relations, and found that our medical expert had to define additional relations to relations given in a standard dataset in order to model her requirements.
(i) Two texture datasets: the first one is Brodatz32 [33] that is a standard dataset for texture recognition, and the second one is KTH-TIPS 2a [34], a dataset for material categorization [35].
Similar(47)
A foremost concern in designing a challenge for IMPROVER is to obtain a gold standard dataset against which a set of predictions can be scored in order to verify a building block.
The application of two novel approaches to identify and adjust for publication biases in a dataset derived from a journal publication, where a gold standard dataset exists, produced encouraging results.
We describe a solution to this problem with the compilation of the BankSearch dataset, a proposed standard dataset suitable for a wide range of web-intelligence related research activities.
Finally, the CS-CN method was applied in a controlled experiment using a 'gold standard' dataset for causal discovery and compared with other methods for accurately detecting causal variables (resimulation controlled experiment).
However, there is not a consensus about how a gold standard dataset should be constructed.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com