The phrase "large amount of noise" is correct and usable in written English.
You can use it when describing a noisy situation, such as a crowded restaurant or a busy city street. For example, "The street was filled with a large amount of noise coming from the traffic and nearby shops."
The functional data contain high dimensionality, high feature correlation, non-stationality, and large amount of noise.
However, non-stationary vibration signal with a large amount of noise makes this task challenging.
FastViromeExplorer's use of the ratio between observed and expected coverage effectively filters a large amount of noise, resulting in an excellent precision value.
This diagram from Ward's paper shows the large amount of noise present in the data he acquired, and the limitations on his field of view.
I also had one lingering bug which was responsible for creating images with a large amount of noise, but this was also eventually squashed.
In this paper, we propose a direction-oriented sharpness dependent filter for smoothing a noisy polygon mesh model that contains a large amount of noise.
However, they consider all the possible correspondences within a given time window including the true and false correspondences, and hence large amount of noises are produced due to a large number of false correspondences during the whole estimation process, resulting in unreliable model estimation.
A powerful data preprocessing method is needed for removing large amount of noises in mass spectrometry data.
In EEG, especially in scalp EEG signals, the large amount of noises caused by EMG artifacts or electrode movements could bring abrupt changes in EEG signal and lead to outliers in both time and frequency domain.
Typical fluorescence microscopy images contain large amounts of noise, which depends on the signal in a complex manner.
What's more, they show that all this works well, even in the presence of large amounts of noise, as is always the case in biological systems.
