Griesbeck, Lena; Hennen, Moritz; Babl, Florian; Geierhos, Michaela:
FI-CODE@HIPE-2026: Efficient Person-Place Relation Classification from Distance Heuristics to Prompted Language Models
. In: Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2026),
2026
. - S. 2993-3005

Konferenzbeitrag / Conference Paper

Stamatelou Elena; Nijland, Nina; Su, Naichuan; Loos, Bruno G.; Angelakis, Athanasios:
A selective machine learning algorithm for severe periodontitis labeling from questionnaire data
. In: Scientific Reports,
16.
2026
. - S. 13422

Zeitschriftenartikel / Journal Article

De Vito, Gabriele; Ferrucci, Filomena; Angelakis, Athanasios:
LLMs For drug-Drug interaction prediction using textual drug descriptors
. In: Knowledge-Based Systems,
338.
2026
. - S. 115486

Zeitschriftenartikel / Journal Article

Agelakis, Athanasios; Gomez-Barrero, Marta:
Extending ZACH-ViT to Robust Medical Imaging: Corruption and Adversarial Stress Testing in Low-Data Regimes
, The CVF
. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops,
2026
. - S. 6114-6122

Konferenzbeitrag / Conference Paper

Linares Caceres, Camilo; Gomez-Barrero, Marta:
Evaluating Open-Source Large Vision-Language Models for Face Presentation Attack Detection
, Piscataway, NJ
, IEEE
. In: 2026 14th International Workshop on Biometrics and Forensics (IWBF),
2026
. - S. 1-6

Konferenzbeitrag / Conference Paper

Panagiotou, Emmanouil; Ronval, Benoît; Roy, Arjun; Bothmann, Ludwig; Bischl, Bernd; Nijssen, Siegfried; Ntoutsi, Eirini:
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees
2025

Konferenzbeitrag / Conference Paper

Ramanaik, Chethan Krishnamurthy; Roy, Arjun; Ntoutsi, Eirini:
Adversarial Robustness of Variational Autoencoders Across Intersectional
. In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
2024
. - S. 65-80

Konferenzbeitrag / Conference Paper

Papanikou, Vasiliki; Karidi, Danae Pla; Pitoura, Evaggelia; Panagiotou, Emmanouil; Ntoutsi, Eirini:
MIMOSA: A Tool for Fairness Exploration Through Explanations
. In: Proceedings of the 29th International Conference on Extending Database Technology (EDBT 2026),
2026

Konferenzbeitrag / Conference Paper

Fabbrizzi, Simone; Papadopoulos, Symeon; Ntoutsi, Eirini; Kompatsiaris, Ioannis:
Not a statistical accident: framing bias as a semiotic property of image datasets
, Springer
. In: AI & SOCIETY,
41.
2026
. - S. 6765–6780

Zeitschriftenartikel / Journal Article

Vehmeyer, Benjamin; Geierhos, Michaela:
Finding the Perfect Research Collaborator: Partner Selection Based on Technological Fit
, Cham
, Springer
. In: Proceedings of International Conference on Information Technology and Applications. ICITA 2025,
2026
. - S. 43–53

Konferenzbeitrag / Conference Paper

Lee, Yeong Su; Bothe, Hendrik; Geierhos, Michaela:
Evaluating LLM-based Pseudonymization for Cross-Platform Identifiers
, IARIA Press
. In: IARIA Congress 2026,
2026
. - S. 73-79

Konferenzbeitrag / Conference Paper

Cimitan, Ana; Alves-Pinto, Ana; Geierhos, Michaela:
How to (Un)Link the Bias: Linked Data to Counteract Dataset Bias
, Cham
, Springer
. In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases,
2026
. - S. 114-129

Konferenzbeitrag / Conference Paper

Capuano, Laura; Checcoli, Sara; Mula, Marzio; Terracini, Lea:
On P-adic continued fractions with extraneous denominators: some explicit finiteness results
. In: Annali di Matematica Pura ed Applicata,
2026

Zeitschriftenartikel / Journal Article

Lee, Yeong Su; Bothe, Hendrik; Geierhos, Michaela:
Template-Driven Multimodal Face Pseudonymization for Privacy-Preserving Big Data Analytics
. In: Algorithms,
19.
2026
, 3

Zeitschriftenartikel / Journal Article

Lee, Yeong Su; Bothe, Hendrik; Geierhos, Michaela:
A Mixed-Methods Approach to Pseudonymizing Users’ Social Media Profile Data
2026
. - S. 50-57

Konferenzbeitrag / Conference Paper

Bellgrau, Benjamin; Hommel, Wolfgang; Geierhos, Michaela; Knüpfer, Marcus:
Cyber-Resilienz im Fokus
, Springer
. In: Zeitschrift für Außen- und Sicherheitspolitik,
2026

Zeitschriftenartikel / Journal Article

Ghodsi, Siamak; Seyedi, Amjad; Quy, Tai Le; Karimi, Fariba; Ntoutsi, Eirini:
A Deep Latent Factor Graph Clustering with Fairness-Utility Trade-off Perspective
2025

Sonstiges / Other Publication

Murauer, Jakob; Krishnakumar, Rajiv; Tornow, Sabine; Geierhos, Michaela:
Feedback Connections in Quantum Reservoir Computing with Mid-Circuit Measurements
, Piscataway, NJ
, IEEE
. In: 2025 IEEE International Conference on Quantum Computing and Engineering (QCE),
2025

Konferenzbeitrag / Conference Paper

Schultenkämper, Sergej:
Informationspreisgabe im Web
2025

Dissertation / Thesis

Prof.
Michaela
Geierhos
: KI-gestützte Sprachverarbeitungsumgebung / FINEST,
Laufzeit: 01.12.2025 -
31.12.2028,
Drittmittelgeber: Bundesministerium für Verteidigung (BMVg)