Use of Artificial Neural Networks for Selective Omission in Updating Road Networks
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Cites methods from "Use of Artificial Neural Networks f..."
...Among these, some have introduced intelligent algorithms, including a case study approach (Guo et al., 2014), a method that used the genetic algorithm (Wang & Deng, 2005), and another that used a neural network (Balboa & López, 2008; Zhou & Li, 2014)....
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13 citations
Cites background from "Use of Artificial Neural Networks f..."
...Zhou and Li (2014) have adopted artificial neural networks to acquire quantity and qualification knowledge from existing road networks at different scales and then used this knowledge to determine which and how many roads should be updated in an older, smaller-scale dataset based on a newer,…...
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References
14,757 citations
"Use of Artificial Neural Networks f..." refers background or methods in this paper
...…the road length, the more importance the road is viewed as possessing; 2. topological properties: they have been widely used to determine the important nodes or links within a network, such as a social network (Freeman, 1979) and a road network (Jiang and Claramunt, 2004; Crucitti et al., 2006)....
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...topological properties: they have been widely used to determine the important nodes or links within a network, such as a social network (Freeman, 1979) and a road network (Jiang and Claramunt, 2004; Crucitti et al....
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12,920 citations
2,622 citations
"Use of Artificial Neural Networks f..." refers background in this paper
...All the weights are readjusted to reduce the error (see equations (7)–(12), Basheer and Hajmeer, 2000; Fischer and Leung, 2001)....
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1,671 citations
"Use of Artificial Neural Networks f..." refers background in this paper
...A more detailed explanation can be found in Masters (1993), Webos (1994) and Kohonen (2001)....
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726 citations
"Use of Artificial Neural Networks f..." refers background in this paper
...The latter can be represented as a dual graph in which individual roads are taken as nodes and road intersections are taken as links (Porta et al., 2006)....
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