Johannes Huegle

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 19

Top Topics

Causal Structure

Top Venues

Publications

Johannes Huegle, Christopher Hagedorn, Rainer Schlosser
A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery. ECML/PKDD (1) (2023)
Christopher Hagedorn, Constantin Lange, Johannes Huegle, Rainer Schlosser
GPU Acceleration for Information-theoretic Constraint-based Causal Discovery. CD@KDD (2022)
Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
Understanding unforeseen production downtimes in manufacturing processes using log data-driven causal reasoning. J. Intell. Manuf. 33 (7) (2022)
Tom Braun, Ben Hurdelhey, Dominik Meier, Petr Tsayun, Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
GPUCSL: GPU-Based Library for Causal Structure Learning. ICDM (Workshops) (2022)
Johannes Huegle, Christopher Hagedorn, Matthias Uflacker
Unterstützte Fehlerbehebung durch kausales Strukturwissen in Überwachungssystemen der Automobilfertigung. Software Engineering (Satellite Events) (2021)
Johannes Huegle
An Information-Theoretic Approach on Causal Structure Learning for Heterogeneous Data Characteristics of Real-World Scenarios. IJCAI (2021)
Christopher Hagedorn, Johannes Huegle
GPU-Accelerated Constraint-Based Causal Structure Learning for Discrete Data. SDM (2021)
Christopher Hagedorn, Johannes Huegle
Constraint-Based Causal Structure Learning in Multi-GPU Environments. LWDA (2021)
Johannes Huegle, Christopher Hagedorn, Michael Perscheid, Hasso Plattner
MPCSL - A Modular Pipeline for Causal Structure Learning. KDD (2021)
Christoph Matthies, Johannes Huegle, Tobias Dürschmid, Ralf Teusner
Attitudes, Beliefs, and Development Data Concerning Agile Software Development Practices. SE (2020)
Johannes Huegle, Christopher Hagedorn, Matthias Uflacker
How Causal Structural Knowledge Adds Decision-Support in Monitoring of Automotive Body Shop Assembly Lines. IJCAI (2020)
Christoph Matthies, Johannes Huegle, Tobias Dürschmid, Ralf Teusner
Attitudes, beliefs, and development data concerning agile software development practices. ICSE (SEET) (2019)
Christoph Matthies, Johannes Huegle, Tobias Dürschmid, Ralf Teusner
Attitudes, Beliefs, and Development Data Concerning Agile Software Development Practices. CoRR (2019)
Ole Kröger, Johannes Huegle, Carsten A. Niebuhr
An automatic calibration approach for a multi-camera-robot system. ETFA (2019)
Guenter Hesse, Christoph Matthies, Kelvin Glass, Johannes Huegle, Matthias Uflacker
Quantitative Impact Evaluation of an Abstraction Layer for Data Stream Processing Systems. CoRR (2019)
Christopher Schmidt, Johannes Huegle, Philipp Bode, Matthias Uflacker
Load-Balanced Parallel Constraint-Based Causal Structure Learning on Multi-Core Systems for High-Dimensional Data. CD@KDD (2019)
Guenter Hesse, Christoph Matthies, Kelvin Glass, Johannes Huegle, Matthias Uflacker
Quantitative Impact Evaluation of an Abstraction Layer for Data Stream Processing Systems. ICDCS (2019)
Christopher Schmidt, Johannes Huegle, Siegfried Horschig, Matthias Uflacker
Out-of-Core GPU-Accelerated Causal Structure Learning. ICA3PP (1) (2019)
Christopher Schmidt, Johannes Huegle, Matthias Uflacker
Order-independent constraint-based causal structure learning for gaussian distribution models using GPUs. SSDBM (2018)