Matthias Kahl

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 17

Top Topics

Monitoring System

Image Reconstruction

Machine Learning

Top Venues

Publications

Sugandha Doda, Matthias Kahl, Kim Ouan, Ivica Obadic, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Teng Jiang, Matthias Kahl, Olaf Brenneisen
Practical approach for replacement concept in curative system operation. ISGT EUROPE (2023)
Sugandha Doda, Yuanyuan Wang, Matthias Kahl, Eike Jens Hoffmann, Hannes Taubenböck, Xiao Xiang Zhu
So2Sat POP - A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale. CoRR (2022)
Matthias Kahl, Daniel Jorde, Hans-Arno Jacobsen
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning. CoRR (2022)
Tak Ming Wong, Hartmut Bauermeister, Matthias Kahl, Peter Haring Bolívar, Michael Möller, Andreas Kolb
Deep Optimization Prior for THz Model Parameter Estimation. WACV (2022)
Konstantin Klemmer, Sudipan Saha, Matthias Kahl, Tianlin Xu, Xiao Xiang Zhu
Generative modeling of spatio-temporal weather patterns with extreme event conditioning. CoRR (2021)
Axel Dürrbaum, Matthias Kahl, Matthias Himmelsbach, Andreas Kroll
Toolbox zur Identifikation von Takagi-Sugeno-Fuzzy-Modellen. Autom. 69 (10) (2021)
Tak Ming Wong, Matthias Kahl, Peter Haring Bolívar, Andreas Kolb, Michael Möller
Training Auto-Encoder-Based Optimizers for Terahertz Image Reconstruction. GCPR (2019)
Tak Ming Wong, Matthias Kahl, Peter Haring Bolívar, Andreas Kolb, Michael Möller
Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction. CoRR (2019)
Daniel Jorde, Matthias Kahl, Hans-Arno Jacobsen
MEED: An Unsupervised Multi-Environment Event Detector for Non-Intrusive Load Monitoring. SmartGridComm (2019)
Felix Wittich, Matthias Kahl, Andreas Kroll, Wolfgang Zinn, Thomas Niendorf
On Nonlinear Empirical Modeling of Residual Stress Profiles in Hard Turning. SMC (2019)
Matthias Kahl, Thomas Kriechbaumer, Daniel Jorde, Anwar Ul Haq, Hans-Arno Jacobsen
Appliance Event Detection - A Multivariate, Supervised Classification Approach. CoRR (2019)
Matthias Kahl, Thomas Kriechbaumer, Daniel Jorde, Anwar Ul Haq, Hans-Arno Jacobsen
Appliance Event Detection - A Multivariate, Supervised Classification Approach. e-Energy (2019)
Thomas Kriechbaumer, Anwar Ul Haq, Matthias Kahl, Hans-Arno Jacobsen
MEDAL: A Cost-Effective High-Frequency Energy Data Acquisition System for Electrical Appliances. e-Energy (2017)
Matthias Kahl, Anwar Ul Haq, Thomas Kriechbaumer, Hans-Arno Jacobsen
A Comprehensive Feature Study for Appliance Recognition on High Frequency Energy Data. e-Energy (2017)
Matthias Kahl, Thomas Kriechbaumer, Anwar Ul Haq, Hans-Arno Jacobsen
Appliance classification across multiple high frequency energy datasets. SmartGridComm (2017)
Anwar Ul Haq, Thomas Kriechbaumer, Matthias Kahl, Hans-Arno Jacobsen
CLEAR - A circuit level electric appliance radar for the electric cabinet. ICIT (2017)
Matthias Kahl, Christoph Goebel, Anwar Ul Haq, Thomas Kriechbaumer, Hans-Arno Jacobsen
NoFaRe: A Non-Intrusive Facility Resource Monitoring System. D-A-CH EI (2015)
Matthias Kahl, Thomas Leibfried
Modellbasierte Regelungsalgorithmen für das Energienetz der Zukunft. GI-Jahrestagung (2011)
Birger Becker, Florian Allerding, Ulrich Reiner, Matthias Kahl, Urban Richter, Daniel Pathmaperuma, Hartmut Schmeck, Thomas Leibfried
Decentralized Energy-Management to Control Smart-Home Architectures. ARCS (2010)
Michael Eichberg, Matthias Kahl, Diptikalyan Saha, Mira Mezini, Klaus Ostermann
Automatic Incrementalization of Prolog Based Static Analyses. PADL (2007)