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Geophysical applications of...
This book is the first major text to encompass the wide diversity of geophysical applications of artificial neural networks (ANNs) and fuzzy logic (FZ). Each chapter, written by internationally-renowned experts in their field, represents a specific geophysical application, ranging from first-break picking and trace editing encountered in seismic exploration, through well-log lithology determination, to electromagnetic exploration and earthquake seismology. The book offers a well-balanced division of contributions from industry and academia, and includes a comprehensive, up-to-date bibliography covering all major publications in geophysical applications of ANNs and FZ. A special feature of this volume is the preface written by Professor Fred Aminzadeh, eminent authority in the field of artificial intelligence and geophysics
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monografia Rebiun22179769 https://catalogo.rebiun.org/rebiun/record/Rebiun22179769 m o d cr |n||||||||| 031008s2003 ne a ob 000 0 eng c 75247754 861705702 1402017294 alk. paper) 9781402017292 alk. paper) 1601190751 electronic bk.) 9781601190758 electronic bk.) 9789401702713 electronic bk.) 9401702713 electronic bk.) 9789048164769 print) 9048164761 print) 10.1007/978-94-017-0271-3 doi AU@ 000041624749 NZ1 11525789 NZ1 15295501 NZ1 15349491 Knovel Corporation http://www.knovel.com COO eng pn COO KNOVL TEF OCLCQ ZCU GW5XE OCLCF OCLCQ OCLCO OCLCQ OCLCO OCLCQ UAB COO OCLCQ pcc QC lcco 622/.1592/0285 22 Geophysical applications of artificial neural networks and fuzzy logic edited by William Sandham and Miles Leggett Dordrecht Boston Kluwer Academic Publishers ©2003 Dordrecht Boston Dordrecht Boston Kluwer Academic Publishers 1 online resource (xxi, 324 pages) illustrations 1 online resource (xxi, 324 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier Modern approaches in geophysics v. 21 Includes bibliographical references (pages 307-324) Exploration Seismology -- A Review of Automated First-Break Picking and Seismic Trace Editing Techniques Michael D. McCormack. -- Automated Picking of Seismic First-Arrivals with Neural Networks Douglas I. Hart. -- Automated 3-D Horizon Tracking and Seismic Classification Using Artificial Neural Networks Miles Leggett, William A. Sandham, Tariq S. Durrani. -- Seismic Horizon Picking Using a Hopfield Network Kou-Yuan Huang. -- Refinement of Deconvolution by Neural Networks Enders A. Robinson. -- Identification and Suppression of Multiple Reflections in Marine Seismic Data with Neural Networks Robert Essenreiter, Martin Karrenbach, Sven Treitel. -- Application of Artificial Neural Networks to Seismic Waveform Inversion Qiaodeng He, Hui Zhou. -- Seismic Principal Components Analysis Using Neural Networks Kou-Yuan Huang. -- Lithology, Well Logs, Prospectivity Mapping and Reservoir Characterisation -- Fuzzy Classification for Lithology Determination From Well Logs Antoine Toumani. -- Reservoir Property Estimation Using the Seismic Waveform and Feedforward Neural Networks Ping An, Wooil M. Moon, Fotis Kalantzis. -- An Information Integrated Approach for Reservoir Characterisation Li-Yuu Fu. -- An Artificial Neural Network Method for Mineral Prospectivity Mapping: A Comparison with Fuzzy Logic and Bayesian Probability Methods Warick M. Brown, David I. Groves, Tamas D. Gedeon. -- Oil Reservoir Porosity Prediction Using a Neural Network Ensemble Approach Curtis A. Link, Phillip A. Himmer This book is the first major text to encompass the wide diversity of geophysical applications of artificial neural networks (ANNs) and fuzzy logic (FZ). Each chapter, written by internationally-renowned experts in their field, represents a specific geophysical application, ranging from first-break picking and trace editing encountered in seismic exploration, through well-log lithology determination, to electromagnetic exploration and earthquake seismology. The book offers a well-balanced division of contributions from industry and academia, and includes a comprehensive, up-to-date bibliography covering all major publications in geophysical applications of ANNs and FZ. A special feature of this volume is the preface written by Professor Fred Aminzadeh, eminent authority in the field of artificial intelligence and geophysics Geophysics- Mathematics Seismic prospecting- Data processing Seismic waves- Data processing Neural networks (Computer science) Fuzzy logic Fuzzy logic Geophysics- Mathematics Neural networks (Computer science) Seismic prospecting- Data processing Seismic waves- Data processing CD-ROMs Electronic books Sandham, William Leggett, Miles Print version Geophysical applications of artificial neural networks and fuzzy logic. Dordrecht ; Boston : Kluwer Academic Publishers, ©2003 1402017294 (DLC) 2003065329 (OCoLC)53215858 Modern approaches in geophysics v. 21