Get started
Author

Janek Groß

Observed name: Groß, Janek
ORCID: 0000-0002-6306-711X
Observed ORCID: 0000-0002-6306-711X
OpenAlex ID: A5073833129
Directional Message Passing for Molecular Graphs
2020 · Gasteiger, Johannes, Groß, Janek, et al. · arXiv (Cornell University) · 548
PDF
A Systematic Review of Packages for Time Series Analysis
2021 · Julien Siebert, Janek Groß, et al. · International Conference on Time Series and Forecasting (ITISE) · 12
PDF
Using Complementary Risk Acceptance Criteria to Structure Assurance Cases for Safety-Critical AI Components.
2021 · Michael Klaes, Rasmus Adler, et al. · Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft) · 9
Towards a Common Testing Terminology for Software Engineering and Data Science Experts
2021 · Lisa Jöckel, Thomas Bauer, et al. · Lecture notes in computer science · 9
PDF
Architectural Patterns for Handling Runtime Uncertainty of Data-Driven Models in Safety-Critical Perception
2022 · Janek Groß, Rasmus Adler, et al. · Lecture notes in computer science · 8
PDF
A systematic review of Python packages for time series analysis
2021 · Siebert, Julien, Groß, Janek, et al. · arXiv (Cornell University) · 6
PDF
Conformal Prediction and Uncertainty Wrapper: What Statistical Guarantees Can You Get for Uncertainty Quantification in Machine Learning?
2023 · Lisa Jöckel, Michael Kläs, et al. · Lecture notes in computer science · 3
A User‐Centric Approach to Reliable Automated Flow Cytometry Data Analysis for Biomedical Applications
2025 · Georg Popp, Lisa Jöckel, et al. · Cytometry Part A · 2
Timeseries-aware Uncertainty Wrappers for Uncertainty Quantification of Information-Fusion-Enhanced AI Models based on Machine Learning
2023 · Janek Groß, Michael Kläs, et al. · International Conference on Dependable Systems and Networks workshops · 1
PDF
AAS-RAIL: Improving Information Extraction for Asset Administration Shells through Retrieval-Augmented In-Context Learning
2026 · Groß, Janek, Heidrich, Jens · arXiv (Cornell University)
PDF
Quality Metrics for LLM-Generated Asset Administration Shells: A Perturbation-Based Evaluation Approach
2026 · Janek Groß, Elena Zentgraf, et al. · Lecture notes in computer science
PDF
Author response for "A User‐Centric Approach to Reliable Automated Flow Cytometry Data Analysis for Biomedical Applications"
2024 · Georg Popp, Lisa Jöckel, et al. · Publons reviews and discussion
Author response for "A User‐Centric Approach to Reliable Automated Flow Cytometry Data Analysis for Biomedical Applications"
2024 · Georg Popp, Lisa Jöckel, et al. · Publons reviews and discussion
Reliability Estimation of ML for Image Perception: A Lightweight Nonlinear Transformation Approach Based on Full Reference Image Quality Metrics
2023 · João-Vitor Zacchi, Francesco Carella, et al. · IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
Operationalizing Assurance Cases for Data Scientists: A Showcase of Concepts and Tooling in the Context of Test Data Quality for Machine Learning
2023 · Lisa Jöckel, Michael Kläs, et al. · Lecture notes in computer science
PDF
Works count: 15
Citation count: 598
H-index: 6
I10-index: 2
Year
Topic
Type