Tatjana Legler

25 papers C 8Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 C conf
Capability Determination in Manufacturing Using Historical Product Data.
ETFA
Marco Simon, Patrick Kremser, Tatjana Legler, Martin Ruskowski
2025 — conf
Comparative Analysis of Synthetic Data Generation for Object Detection: CAD Models vs. 3D Scans of Industrial Items and Hybrid Approaches.
ICPS
Abdullah Farrukh, Tatjana Legler, Achim Wagner, Martin Ruskowski
2025 C conf
Concept Drift in Industrial Material Processing.
CoDIT
Pascal Marijan, Sebastian Igel, Tatjana Legler, Achim Wagner, Martin Ruskowski
2025 J jnl
Federated Action Recognition for Smart Worker Assistance Using FastPose.
CoRR
Vinit Hegiste, Vidit Goyal, Tatjana Legler, Martin Ruskowski
2025 — conf
Synthetic Data and Active Learning for Efficient Object Detection.
CAiSE Workshops
Hooman Tavakoli Ghinani, Nimesh Singh, Tatjana Legler, Achim Wagner, Martin Ruskowski
2025 — conf
The Impact of Data Similarity on Client Integration Disruption in Federated Learning.
FLLM
Tatjana Legler, Martin Ruskowski
2025 C conf
The Role of Technical Documentation in Enabling Automated Generation of Machine Capabilities.
ETFA
Patrick Kremser, Tatjana Legler, Martin Ruskowski
2025 C conf
Towards OPC UA over Shared Memory as an Open Intra-Host Middleware for Automation Software.
ETFA
Thomas Barth, Patrick Kremser, Tatjana Legler, Martin Ruskowski
2024 J jnl
Adapting to Changes: A Novel Framework for Continual Machine Learning in Industrial Applications.
J. Grid Comput.
Jibinraj Antony, Dorotea Jalusic, Simon Bergweiler, Ákos Hajnal, Veronika Zlabravec, Márk Emodi, Dejan Strbad, Tatjana Legler, Attila Csaba Marosi
2024 C conf
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment.
ISM
Tatjana Legler, Vinit Hegiste, Ahmed Anwar, Martin Ruskowski
2024 J jnl
Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment.
CoRR
Tatjana Legler, Vinit Hegiste, Ahmed Anwar, Martin Ruskowski
2024 — conf
Capability Skill Service Model as enabler for Intralogistics 4.0: A Review.
ICPS
Benjamin Blumhofer, Marco Simon, Alexandra Ritter, Laura-Marie Weil, Tatjana Legler, Martin Ruskowski
2024 J jnl
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques.
CoRR
Vinit Hegiste, Snehal Walunj, Jibinraj Antony, Tatjana Legler, Martin Ruskowski
2024 C conf
Enhancing flexibility in intralogistics 4.0 by using Services, Capabilities, and Skills.
ISM
Benjamin Blumhofer, Philipp Richard, Tatjana Legler, Martin Ruskowski
2024 C conf
Exploring Historical Data Utilization in Skill-Based Production Systems.
ISM
Patrick Kremser, Tatjana Legler, Martin Ruskowski
2024 J jnl
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data.
CoRR
Ahmed Anwar, Brian B. Moser, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel
2024 J jnl
Seamless Integration: Sampling Strategies in Federated Learning Systems.
CoRR
Tatjana Legler, Vinit Hegiste, Martin Ruskowski
2024 J jnl
Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2024 C conf
Using In-Process Workpieces and Asset Administration Shells for Chaining Machining Skills.
ISM
Andreas Wagner, Tatjana Legler, Martin Ruskowski
2023 — conf
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm.
FMEC
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2023 J jnl
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2023 — conf
Federated Object Detection for Quality Inspection in Shared Production.
FMEC
Vinit Hegiste, Tatjana Legler, Kirill Fridman, Martin Ruskowski
2023 J jnl
Federated Object Detection for Quality Inspection in Shared Production.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2022 J jnl
Application of federated learning in manufacturing.
CoRR
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
2019 J jnl
Special Issue on Smart Production.
Künstliche Intell.
Martin Ruskowski, Tatjana Legler, Michael Beetz, Georg Bartels