Matteo Valleriani

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CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents.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