Efficiency and Stability of Clustering Algorithms for Linked Data. - Isabel Drost; Tobias Scheffer (LWA, 2004)

Thwarting the Nigritude Ultramarine: Learning to Identify Link Spam. - Isabel Drost; Tobias Scheffer (ECML, 2005)

Discovering Communities in Linked Data by Multi-view Clustering. - Isabel Drost; Steffen Bickel; Tobias Scheffer (GfKl, 2005)

Mastering Data-Intensive Collaboration and Decision Making through a Cloud Infrastructure. - Nikos I. Karacapilidis; Stefan Rüping 001; Isabel Drost (ERCIM News, 2010)

Apache Mahout: Machine Learning on Distributed Dataflow Systems. - Robin Anil; Gökhan Çapan; Isabel Drost-Fromm; Ted Dunning; Ellen Friedman; Trevor Grant; Shannon Quinn; Paritosh Ranjan; Sebastian Schelter; Özgür Yilmazel (J. Mach. Learn. Res., 2020)

Open Source Community Governance the Apache Way. - Isabel Drost-Fromm; Rob Tompkins (Computer, 2021)