Three employees maintained the system daily: a senior epidemiologist (annual cost €70,000 and 50% of their time), a junior statistician (annual cost €35,000 and 100% of their time) and a senior data processing expert (annual cost: €70,000 and 10% of their time).
JT carried out data processing, provided expert opinion, and assisted in manuscript preparation.
Both have been integrated in our intelligent vehicle to develop cutting-edge applications to cope with perception difficulties, data processing algorithms, expert knowledge, and decision-making.
It incorporates the main analysis and data processing modalities used by experts in the field, as well as several new features we developed, and makes them broadly accessible.
Collecting such statistics also makes it easy to highlight problems in the data processing and enables non-experts to track data quality over time.
Due to the extended number and the heterogeneous composition of the PU coating samples investigated in this study, the Py-GC/MS data were treated with an expert system for data processing.
More sophisticated data processing may include the execution of expert rules to identify early fault signals, or encoding of time-series data in a semantic format (e.g. Project Haystack) to support interoperability with a particular application.
We thank Dr. Klaus S. Bartels at Marresearch GmbH (Germany) for his expert guidance in data processing with AUTOMAR and Matthew Groves at EMBL HamburgGermanyany) for his kind help in single crystal microspectrophotometry.
Industrial process control includes data processing, parameter selection, training and validation, and to continually improve the performance of the neural network, the use of an expert system is recommended.
An expert-statistical method of data processing designed for forecasting short time series is discussed in detail.
