Development of Interactive Theorem Provers has led to the creation of big libraries and varied infrastructures for formal proofs. However, despite (or perhaps due to!) their sophistication, the re-use of libraries by non-experts or across domains is a challenge. In this paper, we provide detailed case studies and evaluate the machine-learning tool ML4PG built to interactively datamine the elect...

Atom probe tomography (APT) is a powerful method for studying the microstructure and chemistry of materials at the unit-cell level [1]. Because APT produces datasets containing up to billions of atom identities, new methods of analysis are being developed to rapidly datamine information from the APT data. Spectrum imaging (SI) methods utilizing multivariate statistical analysis (MVSA) are becom...

The pipeline optimization problem in machine learning requires simultaneous of structures and parameter adaptation their elements. Having an elegant way to express these can help lessen the complexity management analysis performances together with different choices strategies. With issues mind, we created AutoMLPipeline (AMLP) toolkit which facilitates creation evaluation complex using simple e...

Introduction The main objective of the RataMine is to provide ap plication development interface to develop knowledge discovery applications on the top of large databases. Current database systems have been designed mainly to support business applications. The success of SQL capitalized on a small number of primitives which are sufficient to support a vast majority of ap plications today. Unfor...

El estudio consistió básicamente en analizar los resultados que se obtienen al realizar la estimación de reservas minerales aplicando softwares Datamine y Minesight, como muchos conocen a través ellos podrían resultar relativamente diferentes, debido para evaluación mineral pueden utilizar criterios el modelo geoestadístico matemático. De ahí nació necesidad hacer un análisis determinar softwar...