339 citations
- University of PotsdamDE102 papers
- Karlsruhe Institute of TechnologyDE9 papers
- Technische Universität BerlinDE8 papers
- École PolytechniqueFR6 papers
- Humboldt-Universität zu BerlinDE6 papers
- Icahn School of Medicine at Mount SinaiUS5 papers
- Laboratoire d'Informatique de l'École PolytechniqueFR5 papers
- The University of AdelaideAU5 papers
- University of TwenteNL5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Institut Polytechnique de ParisFR4 papers
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15 papers · 1 filter
A Taxonomy of Decentralized Identifier Methods for Practitioners
Felix Hoops, Alexander Mühle, Florian Matthes +1
A core part of the new identity management paradigm of Self-Sovereign Identity (SSI) is the W3C Decentralized Identifiers (DIDs) standard. The diversity of interoperable implementa…
xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization
Florian Borchert, Ignacio Llorca, Roland Roller +2
Objective: To improve performance of medical entity normalization across many languages, especially when fewer language resources are available compared to English. Materials and M…
Large-Scale Evaluation of Topic Models and Dimensionality Reduction Methods for 2D Text Spatialization
Daniel Atzberger, Tim Cech, Willy Scheibel +4
Topic models are a class of unsupervised learning algorithms for detecting the semantic structure within a text corpus. Together with a subsequent dimensionality reduction algorith…
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem
Sacha Cerf, Benjamin Doerr, Benjamin Hebras +2
The Non-dominated Sorting Genetic Algorithm-II (NSGA-II) is one of the most prominent algorithms to solve multi-objective optimization problems. Recently, the first mathematical ru…
Evolutionary Diversity Optimisation in Constructing Satisfying Assignments
Adel Nikfarjam, Ralf Rothenberger, Frank Neumann +1
Computing diverse solutions for a given problem, in particular evolutionary diversity optimisation (EDO), is a hot research topic in the evolutionary computation community. This pa…
DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents
Furkan Simsek, Brian Pfitzmann, Hendrik Raetz +3
Language identification describes the task of recognizing the language of written text in documents. This information is crucial because it can be used to support the analysis of a…