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  • Search: subject:"Data Mining Tasks"
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Big Geodata Analytics 1 Big Geodata Architecture 1 Big Geodata Mining 1 Data Mining Tasks 1 Geographic Data Mining 1 Geographic Data Processing 1 Industrial Engineering 1 Models and algorithms for effective decision-making in a data-driven environment are discussed. To enhance the quality of the extracted knowledge and decision-making 1 Spatial Big Data 1 Spatial Hadoop 1 Sustainability 1 a subset of rules is selected from the extracted knowledge to meet the established decision-making criteria. The parameter values represented by the conditions of this set of rules are called a decision signature. A model and algorithms for the selection of the desired parameters (decision signatures) will be developed. The parameters of this model are updated using a framework provided by the learning classifier systems 1 and the parameters optimizing process performance are recommended. The applications discussed in this paper differ from most data mining tasks 1 in a typical data mining application the equipment fault is recognized based on the failure symptoms. In this paper 1 the data sets are transformed 1 the impact of the decisions on the modeled process is simulated 1 the knowledge is extracted with multiple algorithms 1 where the extracted knowledge is used to assign decision values to new objects that have not been included in the training data. For example 1
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Free 1 Undetermined 1
Type of publication
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Article 1 Other 1
Language
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English 1 Undetermined 1
Author
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Boulaaba, Aroua 1 Faiz, Sami 1 Kusiak, Andrew 1
Published in...
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International Journal of Organizational and Collective Intelligence (IJOCI) 1
Source
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BASE 1 Other ZBW resources 1
Showing 1 - 2 of 2
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Towards Big GeoData Mining and Processing
Boulaaba, Aroua; Faiz, Sami - In: International Journal of Organizational and Collective … 8 (2018) 2, pp. 60-73
topic, this article starts with an introduction of Big GeoData and spatial data mining tasks, followed by a reviewing of … the data mining tasks. …
Persistent link: https://www.econbiz.de/10012046784
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Data mining and decision making
Kusiak, Andrew - 2002
are recommended. The applications discussed in this paper differ from most data mining tasks, where the extracted …
Persistent link: https://www.econbiz.de/10009466041
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