Distributed Kernel K-Means for Large Scale Clustering. - Marco Jacopo Ferrarotti; Sergio Decherchi; Walter Rocchia (CoRR, 2017)

Design and HPC implementation of unsupervised Kernel methods in the context of molecular dynamics. - Marco Jacopo Ferrarotti (2018)

Cognitive Insights into Sentic Spaces Using Principal Paths. - Edoardo Ragusa; Paolo Gastaldo; Rodolfo Zunino; Marco Jacopo Ferrarotti; Walter Rocchia; Sergio Decherchi (Cogn. Comput., 2019)

Finding Principal Paths in Data Space. - Marco Jacopo Ferrarotti; Walter Rocchia; Sergio Decherchi (IEEE Trans. Neural Networks Learn. Syst., 2019)

Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks. - Erika Gardini; Marco Jacopo Ferrarotti; Andrea Cavalli; Sergio Decherchi (Cogn. Comput., 2021)