Tatjana Legler

25 papers C 8Journal 11Unranked 6

Year	Rank	Type	Title / 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