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The obtained results show that environmental systems can be substantially improved by intelligent data analysis, optimization, and control methods.
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Intelligent data analysis and information management are performed by information systems called cognitive systems, dedicated for semantic interpretation of acquired business information.
Filtering is promoted in conjunction with online data processing and intelligent data analysis supporting fact-based decision.
To support intelligent data analysis on the web information, a data warehousing system called WHOWEDA (WareHouse Of WEb DAta) has been proposed.
In the past years, the large availability of sensed data highlighted the need of computer-aided systems that perform intelligent data analysis (IDA) over the obtained data streams.
Using intelligent data analysis methods such as partial least square (PLS) regression and support vector regression (SVR), good calibration models were calculated.
(2) Intelligent data analysis enables the application of innovative measurement technologies to allow for comprehensive monitoring and stability improvement of biogas plants.
They include, among other things, sensor networks, stream processing, processing uncertain and imprecise data, knowledge discovery and intelligent data analysis, as well as wireless broadcast and mobile computing.
Moreover, the Euclidean distance is as popularly used as the Manhattan distance in the field of intelligent data analysis.
11, 12 Artificial neural networks (ANN) is an example of an intelligent data analysis tool and is claimed to be superior to classic regression.
Here, we demonstrate an upgraded TDP workflow driven by intelligent data collection through a software termed Autopilot.
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