Mapping of rock types using a joint approach by combining the multivariate statistics, self-organizing map and Bayesian neural networks: an example from IODP 323 site

Author:

Karmakar Mampi,Maiti Saumen,Singh Amrita,Ojha Maheswar,Maity Bhabani Sankar

Publisher

Springer Science and Business Media LLC

Subject

Geochemistry and Petrology,Geophysics,Oceanography

Reference40 articles.

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2. Astel A, Tsakovski S, Barbieri P, Simeonov V (2007) Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets. Water Res 41(19):4566–4578

3. Balakrishnan PS, Cooper MC, Jacob VS, Lewis PA (1996) Comparative performance of the FSCL neural net and K-means algorithm for market segmentation. Eur J Oper Res 93(2):346–357

4. Baldwin JL, Otte DN, Bateman RM, (1989) Computer emulation of human mental processes: application of neural network simulators to problems in well log pattern recognition, in 1989 Conference on Artificial Intelligence in Petroleum Exploration and Production, Texas A & M University, 17–19 May 1989, p. 145–175

5. Baldwin J, Bateman ARM, Wheatley CL (1990) Application of neural network to the problem of mineral identification from well logs. Log Anal 31:279–293

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