Airwaves estimation in shallow water CSEM data: Multi-layer perceptron versus multiple regression

• Main Authors: Abdulkarim, M., Ahmad, W.F.W., Ansari, A., Nyamasvisva, E.T., Shafie, A.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2014
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938772012&doi=10.1109%2fICCOINS.2014.6868367&partnerID=40&md5=3ac022e89cf2d912ca20f73818e47b26; http://eprints.utp.edu.my/31236/

In this study, a Multi-Layer Perceptron Neural Network and Multiple Regression techniques are used to estimate airwaves associated with shallow water Controlled-Source Electro-Magnetic (CSEM) data. Both techniques are appropriate for the development of estimation models. However, multiple regression...