Netzwerkanalysen als Methode in der historischen Epistemologie. - Dirk Wintergrün; Matteo Valleriani; Roberto Lalli (DHd, 2016)

Digital Modelling of Knowledge Innovations In Sacrobosco's Sphere: A Practical Application Of CIDOC-CRM And Linked Open Data With CorpusTracer. - Florian Kräutli; Matteo Valleriani; Esther Chen; Christoph Sander; Dirk Wintergrün; Sabine Bertram; Gesa Funke; Chantal Wahbi; Manon Gumpert; Victoria Beyer; Nana Citron; Guillaume Ducoffe (DH, 2018)

CorpusTracer: A CIDOC database for tracing knowledge networks. - Florian Kräutli; Matteo Valleriani (Digit. Scholarsh. Humanit., 2018)

Evolution and Transformation of Scientific Knowledge over the Sphaera Corpus: A Network Study. - Maryam Zamani; Alejandro Tejedor; Malte Vogl; Florian Kräutli; Matteo Valleriani; Holger Kantz (CoRR, 2020)

CIDOC2VEC: Extracting Information from Atomized CIDOC-CRM Humanities Knowledge Graphs. - Hassan El-Hajj; Matteo Valleriani (Inf., 2021)

Calculating sameness: Identifying early-modern image reuse outside the black box. - Florian Kräutli; Daan Lockhorst; Matteo Valleriani (Digit. Scholarsh. Humanit., 2021)

An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. - Hassan El-Hajj; Maryam Zamani; Jochen Büttner; Julius Martinetz; Oliver Eberle; Noga Shlomi; Anna Siebold; Grégoire Montavon; Klaus-Robert Müller; Holger Kantz; Matteo Valleriani (Datenbank-Spektrum, 2022)

CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents. - Jochen Büttner; Julius Martinetz; Hassan El-Hajj; Matteo Valleriani (J. Imaging, 2022)

Building and Interpreting Deep Similarity Models. - Oliver Eberle; Jochen Büttner; Florian Kräutli; Klaus-Robert Müller; Matteo Valleriani; Grégoire Montavon (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Prompt Me a Dataset: An Investigation of Text-Image Prompting for Historical Image Dataset Creation Using Foundation Models. - Hassan El-Hajj; Matteo Valleriani (ICIAP Workshops (2), 2023)

Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI. - Oliver Eberle; Jochen Büttner; Hassan El-Hajj; Grégoire Montavon; Klaus-Robert Müller; Matteo Valleriani (CoRR, 2023)

Code and Data for Historical Insights from Sacrobosco Tables Project. - Oliver Eberle; Jochen Büttner; Hassan El-Hajj; Grégoire Montavon; Klaus-Robert Müller; Matteo Valleriani (Zenodo, 2024)

Code and Data for "Historical Insights from Sacrobosco Tables" Project. - Oliver Eberle; Jochen Büttner; Hassan El-Hajj; Grégoire Montavon; Klaus-Robert Müller; Matteo Valleriani (Zenodo, 2024)