Author

Christine Preisach

Observed name: Preisach, Christine

Institutions: Karlsruhe University of Education, Karlsruhe University of Applied Sciences

Observed institutions: University of Hildesheim, University of Freiburg, Karlsruhe University of Education, Karlsruhe University of Applied Sciences

ORCID: 0009-0009-1385-0585

Observed ORCID: 0009-0009-1385-0585

OpenAlex ID: A5079501354

Data Analysis, Machine Learning and Applications

2008 · Christine Preisach, Hans Burkhardt, et al. · Studies in classification, data analysis, and knowledge organization · 382

Ensembles of relational classifiers

2007 · Christine Preisach, Lars Schmidt-Thieme · Knowledge and Information Systems · 28

Relational Ensemble Classification

2006 · Christine Preisach, Lars Schmidt-Thieme · Proceedings · 25

Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate Cold-Start Problems

2010 · Christine Preisach, Leandro Balby Marinho, et al. · Lecture notes in computer science · 20

Relational classification for personalized tag recommendation

2009 · Leandro Balby Marinho, Christine Preisach, et al. · European Conference on Principles of Data Mining and Knowledge Discovery · 20

Early Detection of Forest Disturbances in Homogeneous Stands – Deep Learning-Based Monitoring of Picea Abies

2025 · Maximilian Kirsch, Jakob Wernicke, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 9

Leave-One-Out-, Bootstrap- and Cross-Conformal Anomaly Detectors

2024 · Oliver Hennhöfer, Christine Preisach · IEEE International Conference on Knowledge Graph (ICKG) · 5

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Between Resolution Collapse and Variance Inflation: Weighted Conformal Anomaly Detection in Low-Data Regimes

2026 · Hennhöfer, Oliver, Preisach, Christine · arXiv (Cornell University) · 2

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Addressing Label Leakage in Knowledge Tracing Models

2025 · Yahya Badran, Christine Preisach · International Conference on Computer Supported Education · 2

Sparse Binary Representation Learning for Knowledge Tracing

2025 · Yahya Badran, Christine Preisach · International Conference on Computer Supported Education · 2

Conformal Anomaly Detection in Python: Moving Beyond Heuristic Thresholds with nonconform

2026 · Hennhöfer, Oliver, Kirsch, Maximilian, et al. · arXiv (Cornell University) · 1

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Exploring Interpretability in Deep Learning-Based Forest Classification - Separating Similar Forest Classes using Sentinel-2 Time Series

2026 · Kirsch, Maximilian, Preisach, Christine · arXiv (Cornell University)

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Anomaly Score-Based Cross-Machine Wind Turbine Component Diagnosis: A Case Study and Benchmark

2026 · Kenan Weber, Tobias Hoinka, et al. · Technologies

Vorhersage der Mortalitätsrate und Analyse der Einflussfaktoren in der ökologischen Hähnchenmast

2026 · Kirsch, Maximilian, Hausmann, Ida, et al. · Gesellschaft für Informatik (GI)

Co-designing a new Bachelor study programme at the interface of geo(infor)matics and data science together with students – first insights

2025 · Gertrud Schaab, Christine Preisach, et al. · Abstracts of the ICA

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Hybrid Forecast of Phytoplankton in the California Current

2025 · Hausmann, Ida, Preisach, Christine · Gesellschaft für Informatik (GI)

Supervised Transfer Learning Framework for Fault Diagnosis in Wind Turbines

2024 · Weber, Kenan, Preisach, Christine · arXiv (Cornell University)

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Learning to Extract Relations for Relational Classification

2009 · Steffen Rendle, Christine Preisach, et al. · Lecture notes in computer science

Enhancing enterprise knowledge processes via cross-media extraction

2007 · Jose Iria, Victoria Uren, et al. · International Conference on Knowledge Capture

Requirements Analysis of Cross-media Knowledge Acquisition, Deliverable D 8.1

2006 · José Iria, Fabio Ciravegna, et al.

Works count: 26

Citation count: 497

H-index: 6

I10-index: 5