Abstract: A method comprising identifying a set of target features for a plurality of data instances of an input data collection; determining feature values for the set of target features for the plurality of data instances; identifying a plurality of outlier data instances based on the determined feature values; identifying a plurality of noisy data instances from the outlier data instances based on feature values of the plurality of noisy data instances, wherein a noisy data instance is identified based on a determination that noise is present in noisy data instance; and providing an indication of the plurality of noisy data instances.

Abstract: A method comprising identifying a set of target features for a plurality of data instances of an input data collection; determining feature values for the set of target features for the plurality of data instances; identifying a plurality of outlier data instances based on the determined feature values; identifying a plurality of noisy data instances from the outlier data instances based on feature values of the plurality of noisy data instances, wherein a noisy data instance is identified based on a determination that noise is present in noisy data instance; and providing an indication of the plurality of noisy data instances.

Abstract: A camera handle includes an underplate, a plastic layer and a protective film. The protective film enwraps the plastic layer and is fixed on the underplate. A method for manufacturing the camera handle includes the following steps: fixing a protective film on an underplate, the underplate defining a plurality of through holes uncovered on a glue side of the underplate by the protective film during the protective film draped over the side of the underplate; positioning the sub-assembly of the protective film and the underplate in a tool that defines a concave portion and at least one air channel thereof, wherein, the protective film is adjacent the air channel; pumping air via the air channel for forming a space between the protective film and the underplate; filling the space with the plastic layer via the through holes; sealing the through holes.

Abstract: A camera handle includes an underplate, a plastic layer and a protective film. The protective film enwraps the plastic layer and is fixed on the underplate. A method for manufacturing the camera handle includes the following steps: fixing a protective film on an underplate, the underplate defining a plurality of through holes uncovered on a glue side of the underplate by the protective film during the protective film draped over the side of the underplate; positioning the sub-assembly of the protective film and the underplate in a tool that defines a concave portion and at least one air channel thereof, wherein, the protective film is adjacent the air channel; pumping air via the air channel for forming a space between the protective film and the underplate; filling the space with the plastic layer via the through holes; sealing the through holes.