Artificial neural network applications in geotechnical engineering
Citations
701 citations
Cites methods from "Artificial neural network applicati..."
...…such as random forests, casebased reasoning, neuro-fuzzy (NF), genetic algorithm (GA), multivariate adaptive regression splines (MARS), etc (e.g., Shahin et al., 2001; Shahin and Jaksa, 2005; Das and Basudhar, 2008; Samui, 2008a,b; 2012; Azamathulla and Wu, 2011; Azamathulla et al., 2011, 2012;…...
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282 citations
236 citations
Cites methods from "Artificial neural network applicati..."
...The information has usually been collected, synthesized and presented in the form of design charts, tables or empirical formulae ( Shahin et al. , 2001...
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167 citations
Cites background from "Artificial neural network applicati..."
...The interested reader is referred to Shahin et al. (2001) where the pre 2001 papers are reviewed in some detail....
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164 citations
Cites methods from "Artificial neural network applicati..."
...The information has been usually collected, synthesized, and presented in the form of design charts, tables, or empirical formulae [1]....
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References
5,632 citations
5,136 citations
"Artificial neural network applicati..." refers methods in this paper
...The results obtained by the neural network were compared with methods proposed by Terzaghi and Peck (1967) and Schmertmann (1970)....
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3,328 citations
"Artificial neural network applicati..." refers background in this paper
...Although the origins of ANNs and FL may be traced back to the 1940s and 1960s, respectively, the most rapid progress has only been achieved in the last fifteen years....
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...The past fifteen years has witnessed an explosive growth in the fundamental research and applications of artificial neural networks (ANNs) and fuzzy logic (FL)....
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...Many authors have described the structure and operation of ANNs (e.g. Hecht-Nielsen 1990; Maren et al. 1990; Zurada 1992; Fausett 1994; Ripley 1996)....
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...The development of new algorithms to model such processes is needed, and ANNs can play a major role....
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...This has been due to significant theoretical advances in our understanding of ANNs and FL, complemented by major technological developments in high-speed computing....
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2,883 citations
Additional excerpts
...Hecht-Nielsen 1990; Maren et al. 1990; Zurada 1992; Fausett 1994; Ripley 1996)....
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2,665 citations
Additional excerpts
...Hecht-Nielsen 1990; Maren et al. 1990; Zurada 1992; Fausett 1994; Ripley 1996)....
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