Matthias Schmid

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 27

Top Topics

Pose Estimation

Feature Selection

Top Venues

Publications

Qilun Zhu, Matthias Schmid, Robert Prucka, Ashley Boncimino, Chris Paredis
Control Informed Design of the IAC Autonomous Racecar for Operation at the Dynamic Envelope. CoRR (2024)
David Köhler, David Rügamer, Matthias Schmid
Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects. CoRR (2024)
Nikolai Spuck, Matthias Schmid, Nils Heim, Ute Klarmann-Schulz, Achim Hörauf, Moritz Berger
Flexible tree-structured regression models for discrete event times. Stat. Comput. 33 (1) (2023)
Thomas Augustin, Helmut Küchenhoff, Matthias Schmid
Nachruf Hans Schneeweiß. AStA Wirtschafts und Sozialstatistisches Arch. 16 (2) (2022)
Saeed Maleki, John L. Crassidis, Yang Cheng, Matthias Schmid
Error-Covariance Analysis of Monocular Pose Estimation Using Total Least Squares. CoRR (2022)
Saeed Maleki, Adhiti Raman, Yang Cheng, John L. Crassidis, Matthias Schmid
Optimal Pose Estimation and Covariance Analysis with Simultaneous Localization and Mapping Applications. CoRR (2022)
Andrea Bommert, Thomas Welchowski, Matthias Schmid, Jörg Rahnenführer
Benchmark of filter methods for feature selection in high-dimensional gene expression survival data. Briefings Bioinform. 23 (1) (2022)
Shekoufeh Gorgi Zadeh, Matthias Schmid
Bias in Cross-Entropy-Based Training of Deep Survival Networks. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Saeed Maleki, John L. Crassidis, Yang Cheng, Matthias Schmid
Total Least Squares for Optimal Pose Estimation. CoRR (2021)
Moreen Heine, Matthias Schmid
Methods and tools in the early stages of legislation. ICEGOV (2020)
Matthias Schmid, Thomas Welchowski, Marvin N. Wright, Moritz Berger
Discrete-time survival forests with Hellinger distance decision trees. Data Min. Knowl. Discov. 34 (3) (2020)
Ayman Mohamed, Matthias Schmid, Asfand Tanwear, Hadi Heidari, Jens Anders
A Low Noise CMOS Sensor Frontend for a TMR-based Biosensing Platform. IEEE SENSORS (2020)
Matthias Schmid
An Approach to Efficiently Storing Property Graphs in Relational Databases. Grundlagen von Datenbanken (2019)
Moritz Berger, Thomas Welchowski, Steffen Schmitz-Valckenberg, Matthias Schmid
A classification tree approach for the modeling of competing risks in discrete time. Adv. Data Anal. Classif. 13 (4) (2019)
Matthias Schmid
On efficiently storing huge property graphs in relational database management systems. iiWAS (2019)
Thomas Welchowski, Matthias Schmid
Sparse kernel deep stacking networks. Comput. Stat. 34 (3) (2019)
Matthias Schmid, Bernd Bischl, Hans A. Kestler
Proceedings of Reisensburg 2016-2017. Comput. Stat. 34 (3) (2019)
Moritz Berger, Gerhard Tutz, Matthias Schmid
Tree-structured modelling of varying coefficients. Stat. Comput. 29 (2) (2019)
Janek Thomas, Andreas Mayr, Bernd Bischl, Matthias Schmid, Adam Smith, Benjamin Hofner
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Stat. Comput. 28 (3) (2018)
Hans A. Kestler, Bernd Bischl, Matthias Schmid
Proceedings of Reisensburg 2014-2015. Comput. Stat. 33 (3) (2018)
Georg Stricker, Alexander Engelhardt, Daniel Schulz, Matthias Schmid, Achim Tresch, Julien Gagneur
GenoGAM: genome-wide generalized additive models for ChIP-Seq analysis. Bioinform. 33 (15) (2017)
Matthias Schmid, Marvin N. Wright, Andreas Ziegler
On the use of Harrell's C for clinical risk prediction via random survival forests. Expert Syst. Appl. 63 (2016)
Aniketh Kalur, Kavyashree Shivakumar, Matthias Schmid, John L. Crassidis
Adaptive control for spacecraft formation flying with solar radiation pressure and reduction of secular drift. ACC (2016)
Thomas Welchowski, Matthias Schmid
A framework for parameter estimation and model selection in kernel deep stacking networks. Artif. Intell. Medicine 70 (2016)
Florian Schmid, Matthias Schmid, Christoph Müssel, J. Eric Sträng, Christian Buske, Lars Bullinger, Johann M. Kraus, Hans A. Kestler
GiANT: gene set uncertainty in enrichment analysis. Bioinform. 32 (12) (2016)
Leonie Weinhold, Simone Wahl, Sonali Pechlivanis, Per Hoffmann, Matthias Schmid
A statistical model for the analysis of beta values in DNA methylation studies. BMC Bioinform. 17 (2016)
Andreas Mayr, Benjamin Hofner, Matthias Schmid
Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection. BMC Bioinform. 17 (2016)
Matthias Schmid, Hans A. Kestler, Sergej Potapov
On the validity of time-dependent AUC estimators. Briefings Bioinform. 16 (1) (2015)
Ludwig Lausser, Florian Schmid, Matthias Schmid, Hans A. Kestler
Unlabeling data can improve classification accuracy. Pattern Recognit. Lett. 37 (2014)
Harald Binder, Hans A. Kestler, Matthias Schmid
Proceedings of Reisensburg 2011. Comput. Stat. 29 (1) (2014)
Simone Wahl, Nora Fenske, Sonja Zeilinger, Karsten Suhre, Christian Gieger, Melanie Waldenberger, Harald Grallert, Matthias Schmid
On the potential of models for location and scale for genome-wide DNA methylation data. BMC Bioinform. 15 (2014)
Benjamin Hofner, Andreas Mayr, Nikolay Robinzonov, Matthias Schmid
Model-based boosting in R: a hands-on tutorial using the R package mboost. Comput. Stat. 29 (1) (2014)
Dominik Klein, Thomas Zinner, Kathrin Borchert, Stanislav Lange, Vlad Singeorzan, Matthias Schmid
Evaluation of Video Quality Monitoring Based on Pre-computed Frame Distortions. EUNICE (2013)
Harald Binder, Hans A. Kestler, Matthias Schmid
Proceedings of Reisensburg 2010. Comput. Stat. 28 (1) (2013)
Michael Duelli, Sebastian Meier, David P. Wagner, Thomas Zinner, Matthias Schmid, Marco Hoffmann, Wolfgang Kiess
Experimental Demonstration of Network Virtualization and Resource Flexibility in the COMCON Project. TRIDENTCOM (2012)
Werner Adler, Alexander Brenning, Sergej Potapov, Matthias Schmid, Berthold Lausen
Ensemble classification of paired data. Comput. Stat. Data Anal. 55 (5) (2011)
Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, Benjamin Hofner
Model-based Boosting 2.0. J. Mach. Learn. Res. 11 (2010)
Marc M. Muntzinger, Michael Aeberhard, Sebastian Zuther, Mirko Mählisch, Matthias Schmid, Jürgen Dickmann, Klaus Dietmayer
Reliable automotive pre-crash system with out-of-sequence measurement processing. Intelligent Vehicles Symposium (2010)
Matthias Schmid, Sergej Potapov, Annette B. Pfahlberg, Torsten Hothorn
Estimation and regularization techniques for regression models with multidimensional prediction functions. Stat. Comput. 20 (2) (2010)
Matthias Schmid, Torsten Hothorn
Boosting additive models using component-wise P-Splines. Comput. Stat. Data Anal. 53 (2) (2008)
Matthias Schmid, Torsten Hothorn
Flexible boosting of accelerated failure time models. BMC Bioinform. 9 (2008)
Michael Menth, Matthias Schmid, Herbert Heiss, Thomas Reim
MEDF - A Simple Scheduling Algorithm for Two Real-Time Transport Service Classes with Application in the UTRAN. INFOCOM (2003)
Marc Fetscherin, Matthias Schmid
The application of digital rights management systems in the music industry - an empirical investigation. WEDELMUSIC (2003)
Marc Fetscherin, Matthias Schmid
Comparing the usage of digital rights management systems in the music, film, and print industry. ICEC (2003)