Matteo Valleriani

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Scientific Knowledge

Top Venues

Digit. Scholarsh. Humanit.

Datenbank-Spektrum

ICIAP Workshops (2)

Publications

Hassan El-Hajj, Matteo Valleriani
Prompt me a Dataset: An investigation of text-image prompting for historical image dataset creation using foundation models. CoRR (2023)
Hassan El-Hajj, Matteo Valleriani
Prompt Me a Dataset: An Investigation of Text-Image Prompting for Historical Image Dataset Creation Using Foundation Models. ICIAP Workshops (2) (2023)
Oliver Eberle, Jochen Büttner, Hassan El-Hajj, Grégoire Montavon, Klaus-Robert Müller, Matteo Valleriani
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI. CoRR (2023)
Oliver Eberle, Jochen Büttner, Florian Kräutli, Klaus-Robert Müller, Matteo Valleriani, Grégoire Montavon
Building and Interpreting Deep Similarity Models. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Jochen Büttner, Julius Martinetz, Hassan El-Hajj, Matteo Valleriani
CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents. J. Imaging 8 (10) (2022)
Hassan El-Hajj, Maryam Zamani, Jochen Büttner, Julius Martinetz, Oliver Eberle, Noga Shlomi, Anna Siebold, Grégoire Montavon, Klaus-Robert Müller, Holger Kantz, Matteo Valleriani
An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. Datenbank-Spektrum 22 (2) (2022)
Florian Kräutli, Daan Lockhorst, Matteo Valleriani
Calculating sameness: Identifying early-modern image reuse outside the black box. Digit. Scholarsh. Humanit. 36 (Supplement) (2021)
Hassan El-Hajj, Matteo Valleriani
CIDOC2VEC: Extracting Information from Atomized CIDOC-CRM Humanities Knowledge Graphs. Inf. 12 (12) (2021)
Maryam Zamani, Alejandro Tejedor, Malte Vogl, Florian Kräutli, Matteo Valleriani, Holger Kantz
Evolution and Transformation of Scientific Knowledge over the Sphaera Corpus: A Network Study. CoRR (2020)
Oliver Eberle, Jochen Büttner, Florian Kräutli, Klaus-Robert Müller, Matteo Valleriani, Grégoire Montavon
Building and Interpreting Deep Similarity Models. CoRR (2020)
Florian Kräutli, Matteo Valleriani
CorpusTracer: A CIDOC database for tracing knowledge networks. Digit. Scholarsh. Humanit. 33 (2) (2018)
Florian Kräutli, Matteo Valleriani, Esther Chen, Christoph Sander, Dirk Wintergrün, Sabine Bertram, Gesa Funke, Chantal Wahbi, Manon Gumpert, Victoria Beyer, Nana Citron, Guillaume Ducoffe
Digital Modelling of Knowledge Innovations In Sacrobosco's Sphere: A Practical Application Of CIDOC-CRM And Linked Open Data With CorpusTracer. DH (2018)
Dirk Wintergrün, Matteo Valleriani, Roberto Lalli
Netzwerkanalysen als Methode in der historischen Epistemologie. DHd (2016)