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Keywords: decision tree
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Proceedings Papers
Machine Learning Applications to Improve Pore Pressure Prediction in Hazardous Drilling Environments
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31781-MS
... pipeline and reviewed by domain experts. Predicting DTC Model selection and explanation XGBoost model is chosen among different statistical models based on its performance, agility, and functionality. XGBoost is a decision-tree-based ensemble Machine Learning algorithm that uses a gradient...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2015
Paper Number: OTC-25693-MS
... integrity circulation drilling fluids and materials information fluid loss pore pressure decision tree total fluid loss application Abstract Well integrity management (WIM) is predominantly viewed from a perspective in which technical, mechanical, and operational solutions are applied to help...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, April 30–May 3, 2001
Paper Number: OTC-12953-MS
... equipment cost disconnect dp vessel operation drilling equipment well control equipment artificial intelligence decision tree sensitivity study new generation risk and uncertainty assessment watch circle risk assessment probability otc 12953 configuration risk cost upstream oil...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 1994
Paper Number: OTC-7435-MS
...~ order to compare the relative riskiness of the three shortlisted options, a simple decision tree approach was used. Decision trees were chosen in preference to Monte Carlo simulation as they provide a simple, well understood technique for risk assessment in which the computer modeliing is easily...
Proceedings Papers
Statistical Decision Basis for Obtaining Additional Information for the Design of Offshore Platforms
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 1977
Paper Number: OTC-2746-MS
... information hazard state offshore platform decision tree upstream oil & gas artificial intelligence decision maker loss function investigation information mcgraw-hill book company decision support system earthquake loss platform design level risk management decision analysis probability...