By Jiaxing Zhang
This complaints quantity comprises chosen papers offered on the 2014 overseas convention on Informatics, Networking and clever Computing, held in Shenzhen, China. Contributions conceal the most recent advancements and advances within the box of Informatics, Networking and clever Computing.
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Extra resources for 2014 International Conference on Informatics, Networking and Intelligent Computing
19 *Proposed fuzzy classifier Table 4. Standard deviations of training accuracy (%) obtained. Figure 3. Glass data: a) accuracy vs. number of rules; b) accuracy vs. size of hive for training and test patterns. generated. In addition, in other figures, we can see that the size of the hive equals 40 good compromises between the accuracy and the compact spread of the result. , 2011). , 2008); Tree Analysis with Randomly Generated and Evolved Trees (TARGET) methodology – a genetic algorithm where each chromosome represents a complete decision tree (Gray & Fan, 2008).
The remaining single subset is used as the test set to evaluate the constructed fuzzy classifier. This procedure is performed ten times after that roles of subsets are exchanged with each other so that every subset is used as the test set. The computer simulation implemented the previously mentioned procedure ten times and calculated the average accuracy, the corresponding standard deviation, and the average number of rules associated with the generated fuzzy rule-based classifiers. We examine the relationship between the accuracy and the number of rules, accuracy, and size of the hive.
The GIS/GPS interface is responsible for integrating business data with a geospatial and positioning system. Data analysis and data mining modules are dedicated to deep analysis on subject-oriented data in data warehouses, finding the correlation between data items, and providing decision making service for users. The Geo-BI module is situated on top of these services and it makes use of data from the data layer or data analysis results and presents users with an intuitive comprehension of data in a geospatial view.