28 September 2016 Classification of Polish shale gas boreholes using measurement data
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Proceedings Volume 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016; 1003148 (2016) https://doi.org/10.1117/12.2248629
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 2016, Wilga, Poland
Abstract
In this article we propose the algorithm for computing the degree of similarity between two shale gas boreholes. The algorithm uses data and measurements from already existing and examined boreholes, and uses K-nearest neighbours algorithm for calculating the similarity between each known borehole, and a new borehole, as a form of classification. Several experiments were conducted, in order to assess the complexity and correctness of the algorithm. This article describes the proposed method, and the experiments, as well as results.
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Kacper Radzikowski, Robert Nowak, Jarosław Arabas, Paweł Budak, Piotr Łętkowski, "Classification of Polish shale gas boreholes using measurement data", Proc. SPIE 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 1003148 (28 September 2016); doi: 10.1117/12.2248629; https://doi.org/10.1117/12.2248629
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