Browsing Статьи, тезисы докладов by Author "Padarian J."

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3D lithological mapping of borehole descriptions using word embeddings

Fuentes I.; Padarian J.; Iwanaga T.; Vervoort R.W. (2020)

In recent years the exponential growth in digital data and the expansion of machine learning have fostered the development of new applications in geosciences. Natural Language Processing (NLP) tackles various issues that ...
Word embeddings for application in geosciences: development, evaluation, and examples of soil-related concepts

Padarian J.; Fuentes I. (2019)

A large amount of descriptive information is available in geosciences. This information is usually considered subjective and ill-favoured compared with its numerical counterpart. Considering the advances in natural language ...

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