Solving petrological problems through machine learning: the study case of tectonic discrimination using geochemical and isotopic data

“Fingerprinting” tectono-magmatic provenance using trace elements in igneous zircon

(2015) C. B. Grimes et al.   CONTRIBUTIONS TO MINERALOGY AND PETROLOGY

Trace element indiscrimination diagrams

(2015) Chusi Li et al.   LITHOS

The major and trace element glass compositions of the productive Mediterranean volcanic sources: tools for correlating distal tephra layers in and around Europe

(2015) Emma L. Tomlinson et al.   QUATERNARY SCIENCE REVIEWS

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

A new method of discriminating different types of post-Archean ophiolitic basalts and their tectonic significance using Th-Nb and Ce-Dy-Yb systematics

(2015) Emilio Saccani   Geoscience Frontiers

A machine learning approach for the prediction of settling velocity

(2014) Evan B. Goldstein et al.   WATER RESOURCES RESEARCH

Fifteen new discriminant-function-based multi-dimensional robust diagrams for acid rocks and their application to Precambrian rocks

(2013) Surendra P. Verma et al.   LITHOS

Support vector machine for multi-classification of mineral prospectivity areas

(2012) Maysam Abedi et al.   COMPUTERS & GEOSCIENCES

Clustering and classification of infrasonic events at Mount Etna using pattern recognition techniques

(2011) A. Cannata et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Support vector machine: A tool for mapping mineral prospectivity

(2010) Renguang Zuo et al.   COMPUTERS & GEOSCIENCES

Novel Approach for Clustering Zeolite Crystal Structures

(2010) M. Lach-hab et al.   Molecular Informatics

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

Quality assessment of dimensionality reduction: Rank-based criteria

(2009) John A. Lee et al.   NEUROCOMPUTING

Cluster analysis applied to regional geochemical data: Problems and possibilities

(2008) Matthias Templ et al.   APPLIED GEOCHEMISTRY

Tectonic Discrimination of Basic and Ultrabasic Volcanic Rocks through Log-Transformed Ratios of Immobile Trace Elements

(2008) Salil Agrawal et al.   INTERNATIONAL GEOLOGY REVIEW

Cellular automata for simulating land use changes based on support vector machines

(2007) Qingsheng Yang et al.   COMPUTERS & GEOSCIENCES