Radial Basis Functional Link Nets Used as a Prospectivity Mapping Tool for Orogenic Gold Deposits Within the Central Lapland Greenstone Belt, Northern Fennoscandian Shield

作者: Vesa Nykänen

DOI: 10.1007/S11053-008-9062-0

关键词: Supervised learningProspectivity mappingArtificial neural networkMineral resource classificationWeightingFeature vectorFuzzy logicGreenstone beltGeologyCartographyGeneral Environmental Science

摘要: … function that maps the summed weights to the outputs. For this study, a radial basis functional link net … Datalayers used as an input for modeling with proxies for critical components of the …

参考文章(39)
Richard J. Goldfarb, Timothy Baker, Benoît Dubé, David I. Groves, Craig J.R. Hart, Patrice Gosselin, Distribution, character and genesis of gold deposits in metamorphic terranes Society of Economic Geologists. pp. 407- 450 ,(2005) , 10.5382/AV100.14
Laurent Bougrain, Maria Gonzalez, Vincent Bouchot, Daniel Cassard, Andor L. W. Lips, Frédéric Alexandre, Gilbert Stein, Knowledge Recovery for Continental-Scale Mineral Exploration by Neural Networks Natural resources research. ,vol. 12, pp. 173- 181 ,(2003) , 10.1023/A:1025123920475
Donald A. Singer, Ryoichi Kouda, A comparison of the weights-of-evidence method and probabilistic neural networks Natural resources research. ,vol. 8, pp. 287- 298 ,(1999) , 10.1023/A:1021606417010
Alok Porwal, E. J. M. Carranza, M. Hale, Artificial Neural Networks for Mineral-Potential Mapping: A Case Study from Aravalli Province, Western India Natural resources research. ,vol. 12, pp. 155- 171 ,(2003) , 10.1023/A:1025171803637
Warick M. Brown, Tamás D. Gedeon, David I. Groves, Use of Noise to Augment Training Data: A Neural Network Method of Mineral-Potential Mapping in Regions of Limited Known Deposit Examples. Natural resources research. ,vol. 12, pp. 141- 152 ,(2003) , 10.1023/A:1024218913435
Katsuaki Koike, Setsuro Matsuda, Toru Suzuki, Michito Ohmi, Neural network-based estimation of principal metal contents in the Hokuroku District, Northern Japan, for exploring kuroko-type deposits Natural resources research. ,vol. 11, pp. 135- 156 ,(2002) , 10.1023/A:1015520204066
Robert E. Uhrig, Lefteri H. Tsoukalas, Fuzzy and neural approaches in engineering ,(1997)