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2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery
Pattern Recognition by DTW and Series Data Mining in 3D Stratum Modelling and 3D Visualization
October 18-October 20
ISBN: 978-0-7695-3305-6
| ASCII Text | x | ||
| Qiang Chen, Chao Mo Zhang, Ying Fang Zhang, Wan Qing Song, "Pattern Recognition by DTW and Series Data Mining in 3D Stratum Modelling and 3D Visualization," Fuzzy Systems and Knowledge Discovery, Fourth International Conference on, vol. 5, pp. 650-654, 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/FSKD.2008.413, author = {Qiang Chen and Chao Mo Zhang and Ying Fang Zhang and Wan Qing Song}, title = {Pattern Recognition by DTW and Series Data Mining in 3D Stratum Modelling and 3D Visualization}, journal ={Fuzzy Systems and Knowledge Discovery, Fourth International Conference on}, volume = {5}, year = {2008}, isbn = {978-0-7695-3305-6}, pages = {650-654}, doi = {http://doi.ieeecomputersociety.org/10.1109/FSKD.2008.413}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Fuzzy Systems and Knowledge Discovery, Fourth International Conference on TI - Pattern Recognition by DTW and Series Data Mining in 3D Stratum Modelling and 3D Visualization SN - 978-0-7695-3305-6 SP650 EP654 A1 - Qiang Chen, A1 - Chao Mo Zhang, A1 - Ying Fang Zhang, A1 - Wan Qing Song, PY - 2008 KW - dynamic time warping (DTW) KW - Three-Dimension (3D) Modeling and visualization KW - stratum modelling KW - 3D geology model VL - 5 JA - Fuzzy Systems and Knowledge Discovery, Fourth International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/FSKD.2008.413
Three-dimension(3D) modeling and visualization of stratum plays important role in seismic active fault detection,of course in GeoInformation science. Well-logging data of strata is taken as time series. Similarity measure of subsequence search is proposed based on dynamic time warping (DTW), Realizing time series match in different length of time series. The frequent pattern mining experiment is carried on to survey data of strata by multivariable combination analysis. We supply the stratum geophysics attribute by the depth (time) records sequence in the non-drill hole survey data's places using these frequent patterns,combining structure frame and mathematics geology interpolation technology, establish 3D geology model of the target area,and develop the underground geologic body 3D visualization software depending on visual studio.net and OpenGL graph packages, realize 3D visualization system.
Index Terms:
dynamic time warping (DTW), Three-Dimension (3D) Modeling and visualization, stratum modelling, 3D geology model
Citation:
Qiang Chen, Chao Mo Zhang, Ying Fang Zhang, Wan Qing Song, "Pattern Recognition by DTW and Series Data Mining in 3D Stratum Modelling and 3D Visualization," fskd, vol. 5, pp.650-654, 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
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