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Publications: Kraipeerapun, Pawalai

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Number of items: 20.

2010

Kraipeerapun, P., Amornsamankul, S., Fung, C.C. and Nakkrasae, S. (2010) Applying duo output neural networks to solve single output regression problem. In: 16th International Conference on Neural Information Processing, ICONIP 2009, 1 - 5 Dec, Bangkok pp. 554-561.

Nakkrasae, S., Kraipeerapun, P., Amornsamankul, S. and Fung, C.C. (2010) Bagging of complementary neural networks with double dynamic weight averaging. In: Software Engineering Artificial Intelligence Networking and Parallel/Distributed Computing (SNPD), 2010 11th ACIS International Conference, 9 - 11 June, London pp. 173-178.

Kraipeerapun, P., Nakkrasae, S., Fung, C.C. and Amornsamankul, S. (2010) Solving regression problem with complementary neural networks and an adjusted averaging technique. Memetic Computing, 2 (4). pp. 249-257.

2009

Kraipeerapun, P., Fung, C.C., Nakkrasae, S. and Amornsamankul, S. (2009) Applying complementary neural networks to porosity prediction in well log data analysis. In: 6th International Joint Conference on Computer Science and Software Engineering (JCSSE2009), 13 - 15 May, Phuket, Thailand

Kraipeerapun, P. and Fung, C.C. (2009) Binary classification using ensemble neural networks and interval neutrosophic sets. Neurocomputing, 72 (13/15). pp. 2845-2856.

Kraipeerapun, P., Nakkrasae, S., Amornsamankul, S. and Fung, C.C. (2009) Complementary neural networks for regression problems. In: Eighth International Conference on Machine Learning and Cybernetics, 12-15 July 2009, Baoding, China pp. 3442-3447.

Kraipeerapun, Pawalai (2009) Neural network classification based on quantification of uncertainty. PhD thesis, Murdoch University.

Kraipeerapun, P., Fung, C.C. and Nakkrasae, S. (2009) Porosity prediction using bagging of complementary neural networks. In: Sixth International Symposium on Neural Networks (ISNN 2009), 26-29 May 2009, Wuhan, China pp. 175-184.

2008

Kraipeerapun, P. and Fung, C.C. (2008) Comparing performance of interval neutrosophic sets and neural networks with support vector machines for binary classification problems. In: 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies, IEEE-DEST 2008, 26-29 Feb. 2008, Phitsanulok, Thailand pp. 34-37.

2007

Kraipeerapun, P., Fung, C.C. and Wong, K.W. (2007) Ensemble neural networks using interval neutrosophic sets and bagging. In: 3rd International Conference on Natural Computation (ICNC 2007), 24-27 Aug. 2007, Haikou pp. 386-390.

Kraipeerapun, P., Fung, C.C. and Wong, K.W. (2007) Quantification of vagueness in multiclass classification based on multiple binary neural networks. In: 2007 International Conference on Machine Learning and Cybernetics, 19-22 Aug. 2007, Hong Kong pp. 140-144.

Kraipeerapun, P., Fung, C.C. and Wong, K.W. (2007) Uncertainty assessment using neural networks and interval neutrosophic sets for multiclass classification problems. WSEAS Transactions on Computers, 6 (3). pp. 463-470.

2006

Kraipeerapun, P., Fung, C.C. and Wong, K.W. (2006) Lithofacies classification from well log data using neural networks, interval neutrosophic sets and quantification of uncertainty. World Academy of Science, Engineering and Technology. Proceedings, 23 (Novemb). pp. 162-166.

Kraipeerapun, P., Brown, W., Fung, C.C. and Wong, K.W. (2006) Mineral prospectivity prediction using interval neutrosophic sets. In: IASTED International Conference on Artificial Intelligence and Applications, AIA 2006, 13-16 Feb. 2006, Innsbruck, Austria pp. 235-239.

Kraipeerapun, P., Fung, C.C. and Wong, K.W. (2006) Multiclass classification using neural networks and interval neutrosophic sets. In: 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics, 20-22 November 2006, Venice, Italy pp. 123-128.

Kraipeerapun, P., Fung, C.C., Brown, W. and Wong, K.W. (2006) Neural network ensembles using interval neutrosophic sets and bagging for mineral prospectivity prediction and quantification of uncertainty. In: 2006 IEEE Conference on Cybernetics and Intelligent Systems, 7-9 June 2006, Bangkok, Thailand

Kraipeerapun, P., Wong, K.W., Fung, C.C. and Brown, W. (2006) Quantification of uncertainty in mineral prospectivity prediction using neural network ensembles and interval neutrosophic sets. In: 2006 International Joint Conference on Neural Networks, 16-21 July 2006, Vancover, B.C, Canada pp. 3034-3039.

Dilo, A., Bos, P., Kraipeerapun, P. and de By, R.A. (2006) Storage and manipulation of vague spatial objects using existing GIS functionality. Studies in Fuzziness and Soft Computing , 203 . pp. 293-321.

Kraipeerapun, P., Fung, C.C., Brown, W., Wong, K.W. and Gedeon, T. (2006) Uncertainty in mineral prospectivity prediction. In: 13th International Conference on Neural Information Processing, ICONIP 2006, 3-6 Oct. 2006, Hong Kong, China pp. 841-849.

2005

Kraipeerapun, P., Fung, C.C. and Brown, W. (2005) Assessment of uncertainty in mineral prospectivity prediction using interval neutrosophic set. In: International Conference on Computational Intelligence and Security (CIS 2005), 15–19 December 2005, Xi’an, China pp. 1074-1079.

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