Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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15 results for Anika Schumann

From semantic models to cognitive buildings
- - Joern Ploennigs
  - Anika Schumann
- 2017
- AAAI 2017
Adaptable fault identification for smart buildings
- - Anika Schumann
  - Jer Hayes
  - et al.
- 2011
- AAAI 2011
An anomaly detection and explainability framework using convolutional autoencoders for data storage systems
- - Roy Assaf
  - Ioana Giurgiu
  - et al.
- 2021
- IJCAI 2020
Additive explanations for anomalies detected from multivariate temporal data
- - Ioana Giurgiu
  - Anika Schumann
- 2019
- CIKM 2019
MTEX-CNN: Multivariate time series explanations for predictions with convolutional neural networks
- - Roy Assaf
  - Ioana Giurgiu
  - et al.
- 2019
- ICDM 2019
Explainable deep neural networks for multivariate time series predictions
- - Roy Assaf
  - Anika Schumann
- 2019
- IJCAI 2019
Understanding building operation from semantic context
- - Anika Schumann
  - Joern Ploennigs
  - et al.
- 2015
- IECON 2015
Minimizing user involvement for accurate ontology matching problems
- - Anika Schumann
  - Freddy Lecue
- 2015
- AAAI/IAAI 2015
Statistical anomaly detection in mean and variation of energy consumption
- - Bei Chen
  - Mathieu Sinn
  - et al.
- 2014
- ICPR 2014
Towards automating the deployment of energy saving approaches in buildings
- - Anika Schumann
  - Joern Ploennigs
  - et al.
- 2014
- BuildSys 2014