Matthias Kahl

According to our database, Matthias Kahl authored at least 21 papers between 2007 and 2024.

Collaborative distances:

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

2024

Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data.

Sugandha Doda, Matthias Kahl, Kim Ouan, Ivica Obadic, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu

Int. J. Appl. Earth Obs. Geoinformation, 2024

Towards Automated Building Damage Detection in the Gaza Strip: Contextual Analysis Since October 2023.

Matthias Kahl, Zhaiyu Chen

Proceedings of the IGARSS 2024, 2024

2023

Practical approach for replacement concept in curative system operation.

Teng Jiang, Matthias Kahl, Olaf Brenneisen

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning.

Matthias Kahl, Daniel Jorde, Hans-Arno Jacobsen

CoRR, 2022

So2Sat POP - A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale.

Sugandha Doda, Yuanyuan Wang, Matthias Kahl, Eike Jens Hoffmann, Hannes Taubenböck, Xiao Xiang Zhu

CoRR, 2022

Deep Optimization Prior for THz Model Parameter Estimation.

Tak Ming Wong, Hartmut Bauermeister, Matthias Kahl, Peter Haring Bolívar, Michael Möller, Andreas Kolb

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Generative modeling of spatio-temporal weather patterns with extreme event conditioning.

Konstantin Klemmer, Sudipan Saha, Matthias Kahl, Tianlin Xu, Xiao Xiang Zhu

CoRR, 2021

Toolbox zur Identifikation von Takagi-Sugeno-Fuzzy-Modellen.

Axel Dürrbaum, Matthias Kahl, Matthias Himmelsbach, Andreas Kroll

Autom., 2021

2019

Machine Learning for Non-Intrusive Load Monitoring.

Matthias Kahl

PhD thesis, 2019

On Nonlinear Empirical Modeling of Residual Stress Profiles in Hard Turning.

Felix Wittich, Matthias Kahl, Andreas Kroll, Wolfgang Zinn, Thomas Niendorf

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

MEED: An Unsupervised Multi-Environment Event Detector for Non-Intrusive Load Monitoring.

Daniel Jorde, Matthias Kahl, Hans-Arno Jacobsen

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Appliance Event Detection - A Multivariate, Supervised Classification Approach.

Matthias Kahl, Thomas Kriechbaumer, Daniel Jorde, Anwar Ul Haq, Hans-Arno Jacobsen

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Training Auto-Encoder-Based Optimizers for Terahertz Image Reconstruction.

Tak Ming Wong, Matthias Kahl, Peter Haring Bolívar, Andreas Kolb, Michael Möller

Proceedings of the Pattern Recognition, 2019

2017

Appliance classification across multiple high frequency energy datasets.

Matthias Kahl, Thomas Kriechbaumer, Anwar Ul Haq, Hans-Arno Jacobsen

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

CLEAR - A circuit level electric appliance radar for the electric cabinet.

Anwar Ul Haq, Thomas Kriechbaumer, Matthias Kahl, Hans-Arno Jacobsen

Proceedings of the IEEE International Conference on Industrial Technology, 2017

MEDAL: A Cost-Effective High-Frequency Energy Data Acquisition System for Electrical Appliances.

Thomas Kriechbaumer, Anwar Ul Haq, Matthias Kahl, Hans-Arno Jacobsen

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

A Comprehensive Feature Study for Appliance Recognition on High Frequency Energy Data.

Matthias Kahl, Anwar Ul Haq, Thomas Kriechbaumer, Hans-Arno Jacobsen

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

2015

NoFaRe: A Non-Intrusive Facility Resource Monitoring System.

Matthias Kahl, Christoph Goebel, Anwar Ul Haq, Thomas Kriechbaumer, Hans-Arno Jacobsen

Proceedings of the Energy Informatics, 2015

2011

Modellbasierte Regelungsalgorithmen für das Energienetz der Zukunft.

Matthias Kahl, Thomas Leibfried

Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

2010

Decentralized Energy-Management to Control Smart-Home Architectures.

Birger Becker, Florian Allerding, Ulrich Reiner, Matthias Kahl, Urban Richter, Daniel Pathmaperuma, Hartmut Schmeck, Thomas Leibfried

Proceedings of the Architecture of Computing Systems, 2010

2007

Automatic Incrementalization of Prolog Based Static Analyses.

Michael Eichberg, Matthias Kahl, Diptikalyan Saha, Mira Mezini, Klaus Ostermann

Proceedings of the Practical Aspects of Declarative Languages, 9th International Symposium, 2007