Matthias Schmid

Orcid: 0000-0002-0788-0317

According to our database1, Matthias Schmid authored at least 45 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects.
CoRR, 2024

Control Informed Design of the IAC Autonomous Racecar for Operation at the Dynamic Envelope.
CoRR, 2024

2023
Flexible tree-structured regression models for discrete event times.
Stat. Comput., 2023

2022
Towards Storing 3D Model Graphs in Relational Databases.
PhD thesis, 2022

Error-Covariance Analysis of Monocular Pose Estimation Using Total Least Squares.
CoRR, 2022

Optimal Pose Estimation and Covariance Analysis with Simultaneous Localization and Mapping Applications.
CoRR, 2022

Benchmark of filter methods for feature selection in high-dimensional gene expression survival data.
Briefings Bioinform., 2022

Nachruf Hans Schneeweiß.
AStA Wirtschafts und Sozialstatistisches Arch., 2022

2021
Bias in Cross-Entropy-Based Training of Deep Survival Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Total Least Squares for Optimal Pose Estimation.
CoRR, 2021

2020
Discrete-time survival forests with Hellinger distance decision trees.
Data Min. Knowl. Discov., 2020

A Low Noise CMOS Sensor Frontend for a TMR-based Biosensing Platform.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Methods and tools in the early stages of legislation.
Proceedings of the ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, 2020

2019
Tree-structured modelling of varying coefficients.
Stat. Comput., 2019

Sparse kernel deep stacking networks.
Comput. Stat., 2019

Proceedings of Reisensburg 2016-2017.
Comput. Stat., 2019

A classification tree approach for the modeling of competing risks in discrete time.
Adv. Data Anal. Classif., 2019

On efficiently storing huge property graphs in relational database management systems.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

An Approach to Efficiently Storing Property Graphs in Relational Databases.
Proceedings of the 31st GI-Workshop Grundlagen von Datenbanken, Saarburg, 2019

2018
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates.
Stat. Comput., 2018

Proceedings of Reisensburg 2014-2015.
Comput. Stat., 2018

2017
GenoGAM: genome-wide generalized additive models for ChIP-Seq analysis.
Bioinform., 2017

2016
On the use of Harrell's C for clinical risk prediction via random survival forests.
Expert Syst. Appl., 2016

A statistical model for the analysis of beta values in DNA methylation studies.
BMC Bioinform., 2016

Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection.
BMC Bioinform., 2016

GiANT: gene set uncertainty in enrichment analysis.
Bioinform., 2016

A framework for parameter estimation and model selection in kernel deep stacking networks.
Artif. Intell. Medicine, 2016

Adaptive control for spacecraft formation flying with solar radiation pressure and reduction of secular drift.
Proceedings of the 2016 American Control Conference, 2016

2015
On the validity of time-dependent AUC estimators.
Briefings Bioinform., 2015

2014
Unlabeling data can improve classification accuracy.
Pattern Recognit. Lett., 2014

Model-based boosting in R: a hands-on tutorial using the R package mboost.
Comput. Stat., 2014

Proceedings of Reisensburg 2011.
Comput. Stat., 2014

On the potential of models for location and scale for genome-wide DNA methylation data.
BMC Bioinform., 2014

2013
Proceedings of Reisensburg 2010.
Comput. Stat., 2013

Evaluation of Video Quality Monitoring Based on Pre-computed Frame Distortions.
Proceedings of the Advances in Communication Networking, 2013

2012
Experimental Demonstration of Network Virtualization and Resource Flexibility in the COMCON Project.
Proceedings of the Testbeds and Research Infrastructure. Development of Networks and Communities, 2012

2011
Ensemble classification of paired data.
Comput. Stat. Data Anal., 2011

2010
Estimation and regularization techniques for regression models with multidimensional prediction functions.
Stat. Comput., 2010

Model-based Boosting 2.0.
J. Mach. Learn. Res., 2010

Reliable automotive pre-crash system with out-of-sequence measurement processing.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

2008
Boosting additive models using component-wise P-Splines.
Comput. Stat. Data Anal., 2008

Flexible boosting of accelerated failure time models.
BMC Bioinform., 2008

2003
The application of digital rights management systems in the music industry - an empirical investigation.
Proceedings of the 3rd International Conference on WEB Delivering of Music (WEDELMUSIC 2003), 2003

MEDF - A Simple Scheduling Algorithm for Two Real-Time Transport Service Classes with Application in the UTRAN.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Comparing the usage of digital rights management systems in the music, film, and print industry.
Proceedings of the 5th International Conference on Electronic Commerce, 2003


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