We convert the audio signal to four dimensional feature vector.

Dataset **index** contains 1000 insect sound time series.
Dataset **query** contains 100150 insect sound time series.

Here are some sample sound files from the insect experiment.
Here, here and
here are examples of true positives, they are
(almost certainly) male *
Aedes aegypti*

Here is an outlier, which appears to be the
firing of a carbon dioxide gun. Carbon dioxide is used and an attractant.
Here is an outlier, cause unknown.

To download the index and query time series data, please
click here.

Dataset **index** contains 700 **unobstructed** and **obstructed** robot motion time series.

Dataset **query** contains 19278 robot motion time series. Most are from
unobstructed and obstructed classes, and a few are outliers that belong to neither of
these two classes above.

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This dataset is from
**UC Irvine Machine Learning Repository**. It is a two-dimensional dataset.

Dataset **index** contains 1000 time series.

Dataset **query** contains 46497 time seies.

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The **index** dataset is of size 5000. It is consist of
two two-dimensional normal value arrays, each of size 2500. One of the array is
with mean (0,0) and standard deviation (1,1), the other is with mean (3,3) and
standard deviation (1,1).

the **query** dataset is of size 50000. And it has the exactly same distribution
as the index dataset.

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