Interpreting Neural Networks’ Reasoning
Earth & Space Science News,
Neural networks are everywhere in modern science, providing insights into complex topics such as facial recognition, cancer…
Artificial Intelligent Approaches in Petroleum Geosciences
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Intelligent Data Analysis Techniques—Machine Learning and Data Mining
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Altmetric BadgeChapter 2 On Meta-heuristics in Optimization and Data Analysis. Application to Geosciences
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Altmetric BadgeChapter 3 Genetic Programming Techniques with Applications in the Oil and Gas Industry
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Altmetric BadgeChapter 4 Application of Artificial Neural Networks in Geoscience and Petroleum Industry
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Altmetric BadgeChapter 5 On Support Vector Regression to Predict Poisson’s Ratio and Young’s Modulus of Reservoir Rock
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Altmetric BadgeChapter 6 Use of Active Learning Method to Determine the Presence and Estimate the Magnitude of Abnormally Pressured Fluid Zones: A Case Study from the Anadarko Basin, Oklahoma
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Altmetric BadgeChapter 7 Active Learning Method for Estimating Missing Logs in Hydrocarbon Reservoirs
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Altmetric BadgeChapter 8 Improving the Accuracy of Active Learning Method via Noise Injection for Estimating Hydraulic Flow Units: An Example from a Heterogeneous Carbonate Reservoir
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Altmetric BadgeChapter 9 Well Log Analysis by Global Optimization-based Interval Inversion Method
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Altmetric BadgeChapter 10 Permeability Estimation in Petroleum Reservoir by Meta-heuristics: An Overview
Attention for Chapter 4:
Application of Artificial Neural Networks in Geoscience and Petroleum Industry