Jana Kemnitz - RankMe

16 papers C 4Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2023	C	`conf`	An Edge Deployment Framework to Scale AI in Industrial Applications. ICFEC Jana Kemnitz, Axel Weissenfeld, Leopold Schoeffl, Andreas Stiftinger, Daniel Rechberger, Bernhard Prangl, Thomas Kaufmann, Thomas Hiessl, Stephanie Holly, Clemens Heistracher, Daniel Schall
2023	J	`jnl`	Comparison of Clustering Algorithms for Statistical Features of Vibration Data Sets. CoRR Philipp Sepin, Jana Kemnitz, Safoura Rezapour Lakani, Daniel Schall
2023	J	`jnl`	Federated Learning for Predictive Maintenance and Quality Inspection in Industrial Applications. CoRR Viktorija Pruckovskaja, Axel Weissenfeld, Clemens Heistracher, Anita Graser, Julia Kafka, Peter Leputsch, Daniel Schall, Jana Kemnitz
2023	C	`conf`	Lifecycle Management of Federated Learning Artifacts in Industrial Applications. ICFEC Thomas Hiessl, Safoura Rezapour Lakani, Michael Ungersböck, Jana Kemnitz, Daniel Schall, Stefan Schulte
2023	C	`conf`	Should I Sample it or Not? Improving Quality Assurance Efficiency Through Smart Active Sampling. IECON Clemens Heistracher, Pedro Casas, Stefan Stricker, Axel Weißenfeld, Daniel Schall, Jana Kemnitz
2022	J	`jnl`	Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems. CoRR Stephanie Holly, Robin Heel, Denis Katic, Leopold Schoeffl, Andreas Stiftinger, Peter Holzner, Thomas Kaufmann, Bernhard Haslhofer, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
2022	J	`jnl`	Cohort-based federated learning services for industrial collaboration on the edge. J. Parallel Distributed Comput. Thomas Hiessl, Safoura Rezapour Lakani, Jana Kemnitz, Daniel Schall, Stefan Schulte
2022	J	`jnl`	Smart Active Sampling to enhance Quality Assurance Efficiency. CoRR Clemens Heistracher, Stefan Stricker, Pedro Casas, Daniel Schall, Jana Kemnitz
2021	J	`jnl`	Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System. CoRR Stephanie Holly, Thomas Hiessl, Safoura Rezapour Lakani, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
2021	J	`jnl`	Minimal-Configuration Anomaly Detection for IIoT Sensors. CoRR Clemens Heistracher, Anahid N. Jalali, Axel Suendermann, Sebastian Meixner, Daniel Schall, Bernhard Haslhofer, Jana Kemnitz
2021	J	`jnl`	Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence. CoRR Jana Kemnitz, Thomas Bierweiler, Herbert Grieb, Stefan von Dosky, Daniel Schall
2021	C	`conf`	Transfer Learning Strategies for Anomaly Detection in IoT Vibration Data. IECON Clemens Heistracher, Anahid N. Jalali, Indu Strobl, Axel Suendermann, Sebastian Meixner, Stephanie Holly, Daniel Schall, Bernhard Haslhofer, Jana Kemnitz
2020	—	`conf`	Industrial Federated Learning - Requirements and System Design. PAAMS (Workshops) Thomas Hiessl, Daniel Schall, Jana Kemnitz, Stefan Schulte
2020	J	`jnl`	Industrial Federated Learning - Requirements and System Design. CoRR Thomas Hiessl, Daniel Schall, Jana Kemnitz, Stefan Schulte
2018	—	`conf`	Combining Heterogeneously Labeled Datasets For Training Segmentation Networks. MLMI@MICCAI Jana Kemnitz, Christian F. Baumgartner, Wolfgang Wirth, Felix Eckstein, Sebastian K. Eder, Ender Konukoglu
2018	J	`jnl`	Combining Heterogeneously Labeled Datasets For Training Segmentation Networks. CoRR Jana Kemnitz, Christian F. Baumgartner, Wolfgang Wirth, Felix Eckstein, Sebastian K. Eder, Ender Konukoglu