4 citations · 10 across the 8 of their papers we have counts for
8 papers
TextileNet: Towards Zero-shot Text-style Segmentation of Manuscripts
Anguelos Nicolaou, Antonella Ambrosio, Desiree Di Donato +1
Automatic writer identification systems have progressed remarkably in recent years, yet their deployment in archival paleography remains limited by the scarcity of labeled training…
Letter Lemmatization: One-to-one and Banded RNNs for Reversing Character-Set Simplification and Abbreviation in Medieval Text
Anguelos Nicolaou, Maria Pia Tiseo, Tamas Kovacs +2
Medieval document transcribers have very different practices; on top of that, heterogeneous digitization policies have resulted in corpora where the character-set must be viewed as…
A Multistakeholder Approach to Value-Driven Co-Design of Recommender System Evaluation Metrics in Digital Archives
Florian Atzenhofer-Baumgartner, Georg Vogeler, Dominik Kowald
This paper presents the first multistakeholder approach for translating diverse stakeholder values into an evaluation metric setup for Recommender Systems (RecSys) in digital archi…
Challenges in Implementing a Recommender System for Historical Research in the Humanities
Florian Atzenhofer-Baumgartner, Bernhard C. Geiger, Christoph Trattner +2
This extended abstract describes the challenges in implementing recommender systems for digital archives in the humanities, focusing on Monasterium.net, a platform for historical l…
Value Identification in Multistakeholder Recommender Systems for Humanities and Historical Research: The Case of the Digital Archive Monasterium.net
Florian Atzenhofer-Baumgartner, Bernhard C. Geiger, Georg Vogeler +1
Recommender systems remain underutilized in humanities and historical research, despite their potential to enhance the discovery of cultural records. This paper offers an initial v…
Efficient Annotation of Medieval Charters
Anguelos Nicolaou, Daniel Luger, Franziska Decker +3
Diplomatics, the analysis of medieval charters, is a major field of research in which paleography is applied. Annotating data, if performed by laymen, needs validation and correcti…
TorMentor: Deterministic dynamic-path, data augmentations with fractals
Anguelos Nicolaou, Vincent Christlein, Edgar Riba +3
We propose the use of fractals as a means of efficient data augmentation. Specifically, we employ plasma fractals for adapting global image augmentation transformations into contin…
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs
Martin Leipert, Georg Vogeler, Mathias Seuret +2
Notarial instruments are a category of documents. A notarial instrument can be distinguished from other documents by its notary sign, a prominent symbol in the certificate, which a…