Matteo Valleriani

According to our database, Matteo Valleriani authored at least 11 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Prompt Me a Dataset: An Investigation of Text-Image Prompting for Historical Image Dataset Creation Using Foundation Models.

Hassan El-Hajj, Matteo Valleriani

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

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

CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents.

Jochen Büttner, Julius Martinetz, Hassan El-Hajj, Matteo Valleriani

J. Imaging, 2022

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

2021

Calculating sameness: Identifying early-modern image reuse outside the black box.

Florian Kräutli, Daan Lockhorst, Matteo Valleriani

Digit. Scholarsh. Humanit., 2021

CIDOC2VEC: Extracting Information from Atomized CIDOC-CRM Humanities Knowledge Graphs.

Hassan El-Hajj, Matteo Valleriani

Inf., 2021

2020

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

2018

CorpusTracer: A CIDOC database for tracing knowledge networks.

Florian Kräutli, Matteo Valleriani

Digit. Scholarsh. Humanit., 2018

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

Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

2016

Netzwerkanalysen als Methode in der historischen Epistemologie.

Dirk Wintergrün, Matteo Valleriani, Roberto Lalli

Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016