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Many households bought resources from local traders, and indications of amounts bought per time frame were gathered.
The data were reconstructed per time frame using an iterative reconstruction algorithm (attenuation-weighted 2-dimensional ordered-subset expectation maximization, provided by Siemens; 4 iterations, 16 subsets; zoom factor 2). Datasets were fully corrected for random coincidences, scatter, and attenuation.
The base station (BS) in LBPS estimates the current load for each MSS (denoted by bits per time frame) by collecting and exponentially averaging the samples of load measure.
Apparently, DNNs are capable of making good use of the more detailed information captured by the FBANK features [57], compared to the conventional MFCCs that eliminate spectral fine structure with the aim of obtaining a compact input representation with 13 parameters per time frame.
An arrow represents the moving distance per time frame.
The data were reconstructed per time frame employing an interactive reconstruction algorithm (OSEM2D).
Similar(47)
Resources auctioned in a group of one hour are split and might be traded again independently of each other on the bottom, per time-frame level.
The proposed DFHMM and HFHMM schemes, as well as [36], estimate a single dominant latent state per time-frame, to yield the separation mask, making it susceptible to state estimation errors.
Assuming that electrical potential, measured in V is standardized in Trentino province (thus is equal for all line IDs) and given the same timeframes for the analysis, the electric energy consumption prediction task reduces to predicting electric current measured in Ampere per each time frame per each line ID.
In the full model, feedback processing time is equal to stimulus presentation time, i.e., one feedback cycle is performed per stimulus time frame.
This approach differs from methods that rely on aggregation, as each event is considered within the model and the outputs are summarised by meaningful time frames as opposed to presenting averages per nominal time frame.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com