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This Figure shows the overall methodology of mining ChEMBL, generating ten separate cross-validated models, applying these to the phospholipidosis dataset, and obtaining the PS α scores.
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We applied the developed methodology of data mining in other medical tasks, such as in lung-nodule diagnosis in X-ray images, lymph-node diagnosis in MRI and investigation of breast MRI.
Accordingly, there is a critical need for in-depth study of methodologies for mining elite alleles in germplasm resources and for the utilization of these elite alleles in crop breeding.
An overview of methodologies for mining complex data types is presented.
The basis of the methodologies of data mining is its ability to find patterns and relationships within large quantities of data that can enable the construction of models that meet the task of assigning the class label at unlabeled cases, the combination of statistical methods and artificial intelligence to the management of databases [ 18, 19].
In this paper, a multi-step methodology for mining smart card data is developed to analyse the spatial-temporal characteristics of bus travel demand.
The contributors use a variety of methodologies to mine a diverse array of sources, from Homeric epic to fictional letters of the second sophistic period and from actual letters written by women in Hellenistic Egypt to the poetry of Sappho.
Our methodology of using text mining data and a multi-level, multi-parameter scoring technique was able to identify both known and novel TF that have roles in CRC.
We propose a general methodology to mine this rich source of information to automatically detect system runtime problems.
In this paper we present the principles of a methodology for studying the impact of mining subsidence on masonry buildings, using numerical experimental designs, statistical analysis and surface responses, where the subsidence is the input variable, joint tensile strength and cohesion are the control variables and the total length of cracks is the output variable.
Forensic mining engineering tackles the application of mining engineering principles and methodologies to determine the causes of deficient performance in a given excavation or support, elaborating conclusions in the shape of expert opinions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com