Giurgiu, Ioana

Additive Explanations for Anomalies Detected from Multivariate Temporal Data

Giurgiu, I., & Schumann, A. (2019) · Proceedings of the 28th ACM International Conference on Information and Knowledge Management

Explainable Artificial Intelligence (XAI)Anomaly Detection Techniques and Applications

Cited by 27

On the adoption and impact of predictive analytics for server incident reduction

Giurgiu, I., Wiesmann, D., Bogojeska, J., Lanyi, D., Stark, G., Wallace, R. B., Pereira, M. M., & Hidalgo, A. A. (2017) · IBM Journal of Research and Development

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 17

An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems

Assaf, R., Giurgiu, I., Pfefferle, J., Monney, S., Pozidis, H., & Schumann, A. (2020) · Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence

Anomaly Detection Techniques and ApplicationsSoftware System Performance and Reliability

Cited by 7