Porosity estimation by semi-supervised learning with sparsely available labeled samples. - Luiz Alberto Lima; Nico Görnitz; Luiz Eduardo Varella; Marley M. B. R. Vellasco; Klaus-Robert Müller; Shinichi Nakajima (Comput. Geosci., 2017)

Unsupervised Detection and Explanation of Latent-class Contextual Anomalies. - Jacob R. Kauffmann; Grégoire Montavon; Luiz Alberto Lima; Shinichi Nakajima; Klaus-Robert Müller; Nico Görnitz (CoRR, 2018)

Support Vector Data Descriptions and k-Means Clustering: One Class? - Nico Görnitz; Luiz Alberto Lima; Klaus-Robert Müller; Marius Kloft; Shinichi Nakajima (IEEE Trans. Neural Networks Learn. Syst., 2018)

Transductive Regression for Data With Latent Dependence Structure. - Nico Görnitz; Luiz Alberto Lima; Luiz Eduardo Varella; Klaus-Robert Müller; Shinichi Nakajima (IEEE Trans. Neural Networks Learn. Syst., 2018)