David Baumgartner

According to our database, David Baumgartner authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Anomaly detection in time-series via inductive biases in the latent space of conditional normalizing flows.

David Baumgartner, Eliezer de Souza da Silva, Iñigo Urteaga

CoRR, March, 2026

CINDI: Conditional Imputation and Noisy Data Integrity with Flows in Power Grid Data.

David Baumgartner, Helge Langseth, Heri Ramampiaro

CoRR, March, 2026

Temporal-Conditioned Normalizing Flows for Multivariate Time Series Anomaly Detection.

David Baumgartner, Helge Langseth, Kenth Engø-Monsen, Heri Ramampiaro

CoRR, March, 2026

2025

Efficiently Summarizing Norwegian Legal Texts.

Tu My Doan, David Baumgartner, Benjamin Kille

Proceedings of the Natural Language Processing and Information Systems, 2025

2024

Automatically Detecting Political Viewpoints in Norwegian Text.

Tu My Doan, David Baumgartner, Benjamin Kille, Jon Atle Gulla

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

mTADS: Multivariate Time Series Anomaly Detection Benchmark Suites.

David Baumgartner, Helge Langseth, Heri Ramampiaro, Kenth Engø-Monsen

Proceedings of the IEEE International Conference on Big Data, 2023

2022

A Scalable Microservice Infrastructure for Fleet Data Management.

Rainer Meindl, Konstantin Papesh, David Baumgartner, Emmanuel Helm

Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022

2021

Imaging framework: An interoperable and extendable connector for image-related Java frameworks.

Christoph Praschl, Andreas Pointner, David Baumgartner, Gerald A. Zwettler

SoftwareX, 2021

Three-step Alignment Approach for Fitting a Normalized Mask of a Person Rotating in A-Pose or T-Pose Essential for 3D Reconstruction based on 2D Images and CGI Derived Reference Target Pose.

Gerald A. Zwettler, Christoph Praschl, David Baumgartner, Tobias Zucali, Dora Turk, Martin Hanreich, Andreas Schuler

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2019

Adopting Standard Clinical Descriptors for Process Mining Case Studies in Healthcare.

Emmanuel Helm, Anna M. Lin, David Baumgartner, Alvin C. Lin, Josef Küng

Proceedings of the Business Process Management Workshops, 2019