Towards European standardization of digitalization approaches for monitoring and safety of bridges and tunnels
- R. Sebastian
- M. Weise
- et al.
- 2022
- ECPPM 2022
Conference paper
Publications
17 results for Ioana Giurgiu
Design of a Cloud-Based Data Platform for Standardized Machine Learning Workflows with Applications to Transport Infrastructure
- Andrea Bartezzaghi
- Ioana Giurgiu
- et al.
- 2022
- IEEE MELECON 2022
Conference paperAn anomaly detection and explainability framework using convolutional autoencoders for data storage systems
- Roy Assaf
- Ioana Giurgiu
- et al.
- 2021
- IJCAI 2020
Conference paperIBM predictive analytics reduces server downtime
- Jasmina Bogojeska
- Ioana Giurgiu
- et al.
- 2021
- Interfaces
PaperAdditive explanations for anomalies detected from multivariate temporal data
- Ioana Giurgiu
- Anika Schumann
- 2019
- CIKM 2019
Conference paperMTEX-CNN: Multivariate time series explanations for predictions with convolutional neural networks
- Roy Assaf
- Ioana Giurgiu
- et al.
- 2019
- ICDM 2019
Conference paperPredicting DRAM reliability in the field with machine learning
- Ioana Giurgiu
- Jacint Szabo
- et al.
- 2017
- Middleware 2017
Conference paper"Memory loss" in commodity hardware? Predicting DIMM failures with machine learning
- Ioana Giurgiu
- Dorothea Wiesmann
- et al.
- 2017
- SYSTOR 2017
Conference paperOn the adoption and impact of predictive analytics for server incident reduction
- Ioana Giurgiu
- Dorothea Wiesmann
- et al.
- 2017
- IBM J. Res. Dev
PaperPredicting disk replacement towards reliable data centers
- Mirela Botezatu
- Ioana Giurgiu
- et al.
- 2016
- KDD 2016
Conference paper