Browsing Theses and Dissertations by Subject "Machine Learning"

Now showing items 1-4 of 4

Evaluation of Machine Learning Tools for Predicting Sand Production

NGWASHI, Ronald Afungchwi (2021-03-12)

Data analytics has only recently picked the interest of the oil and gas industry as it has made data visualization much simpler, faster, and cost-effective. This is driven by the promising innovative techniques in developing ...
Evaluation of Machine Learning Tools for Predicting Sand Production

Ngwashi, Ronald Afungchwi (AUST, 2021-03-10)

Data analytics has only recently picked the interest of the oil and gas industry as it has made data visualization much simpler, faster, and cost-effective. This is driven by the promising innovative techniques in developing ...
Machine Learning Techniques for Malaria Incidence and Tuberculosis Prediction

Odu, Nkiruka Bridget (AUST, 2021-07-02)

This research proposes machine learning techniques to develop models that would facilitate decision-making in health informatics. It focuses on using efficient machine learning techniques to solve the pressing need in the ...
Probability of Wellbore Failure and its Prediction Using Machine Learning

Kolade, Emmanuel Bamidele (AUST, 2019-06-09)

Wellbore instability (WI) is one of the major challenges experienced during drilling operations costing the oil and gas industry over $1 billion yearly. During the drilling, borehole breakout and drilling induced fractures ...