Rough Clustering of Destination Image Data Using an Evolutionary Algorithm
Citations
254 citations
Cites methods from "Rough Clustering of Destination Ima..."
...Voges (2006) employed a hybrid computational intelligence technique developed for estimating mechanics of natural evolution for clustering objects like perceivers of images; the researcher argued that this approach is better suites than k-clustering techniques traditionally used in segmentation…...
[...]
51 citations
34 citations
Additional excerpts
...…is widely used is market segmentation studies (Dey & Sarma, 2010; Donaire, Camprubí & Galí, 2014; Keng & Cheng, 1999; Lee, Lee, Bernhard & Yoon, 2006; Park & Yoon, 2009; Rid, Ezeuduji & Pröbstl-Haider, 2014; Sinclari-Maragh, Gursoy & Vieregge, 2015; Upchurch, Ellis & Seo, 2004; Voges, 2007)....
[...]
19 citations
Cites background from "Rough Clustering of Destination Ima..."
...Voges (2006) applies this approach for city image data of urban destinations in the Asia Pacific region....
[...]
18 citations
Cites background or methods from "Rough Clustering of Destination Ima..."
...…DR techniques are widely implemented is in market segmentation studies (Guo et al., 2015; SinclariMaragh et al., 2015; Donaire et al, 2014; Rid et al., 2014; Dey & Sarma, 2010; Park & Yoon, 2009; Voges, 2007; Lee et al., 2006; Upchurch et al., 2004; Arimond & Elfessi; 2001; Keng & Cheng, 1999)....
[...]
...Notwithstanding, one of the main areas in which DR techniques are widely implemented is in market segmentation studies (Guo et al., 2015; SinclariMaragh et al., 2015; Donaire et al, 2014; Rid et al., 2014; Dey & Sarma, 2010; Park & Yoon, 2009; Voges, 2007; Lee et al., 2006; Upchurch et al., 2004; Arimond & Elfessi; 2001; Keng & Cheng, 1999)....
[...]
References
52,797 citations
37,124 citations
32,573 citations
"Rough Clustering of Destination Ima..." refers background or methods in this paper
...A numberofdifferentapproaches toevolutionary algorithms were independently developed at around the same time, including genetic algorithms (Holland, 1975), evolution strategies (Rechenberg, 1973; Schwefel, 1977), and evolutionary programming (L....
[...]
...Theoretical justifications have been advanced that binary representation produces the best solution (Holland, 1975), although this has been vigorously disputed....
[...]
...A numberofdifferentapproaches toevolutionary algorithms were independently developed at around the same time, including genetic algorithms (Holland, 1975), evolution strategies (Rechenberg, 1973; Schwefel, 1977), and evolutionary programming (L. Fogel, Owens & Walsh, 1966)....
[...]
...In the United States, Holland (1975) proposed the general scheme for the genetic algorithm, in his seminal book discussing the process in adaptation in both natural and artificial systems....
[...]
...Examples include structure, gene, chromosome, solution, rule, etc. Holland (1975) referred to the models as structures....
[...]
24,320 citations
"Rough Clustering of Destination Ima..." refers methods in this paper
...One of the most commonly used nonhierarchical methods is the k-means approach (MacQueen, 1967)....
[...]
23,353 citations