David Sommer

Orcid: 0000-0002-6797-8009

According to our database1, David Sommer authored at least 30 papers between 1971 and 2024.

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Bibliography

2024
Less Interaction with Forward Models in Langevin Dynamics: Enrichment and Homotopy.
SIAM J. Appl. Dyn. Syst., 2024

Generative Modelling with Tensor Train approximations of Hamilton-Jacobi-Bellman equations.
CoRR, 2024

2023
Dynamical low-rank approximations of solutions to the Hamilton-Jacobi-Bellman equation.
Numer. Linear Algebra Appl., May, 2023

Approximating Langevin Monte Carlo with ResNet-like Neural Network architectures.
CoRR, 2023

2022
Less interaction with forward models in Langevin dynamics.
CoRR, 2022

Decomposition of Industrial Systems for Energy Efficiency Optimization with OptTopo.
CoRR, 2022

Tensor-Train Kernel Learning for Gaussian Processes.
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

OptTopo: Automated set-point optimization for coupled systems using topology information.
Proceedings of the 8th International Conference on Control, 2022

2020
System identification of a hysteresis-controlled pump system using SINDy.
Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

2017
Creating impact resonance through a culture of Holistic Discoverability.
Learn. Publ., 2017

2016
Large Sleepy Reading Corpus (LSRC): Applying Read Speech for Detecting Sleepiness.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2012
Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech.
Neurocomputing, 2012

Heart rate measures reflect the interaction of low mental workload and fatigue during driving simulation.
Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2012

2011
Evaluation of Dynamic Transfer Nodes for Distributed Cooperative On-Demand Transportation.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

2010
Pattern recognition methods: a novel analysis for the pupillographic sleepiness test.
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

Applying nonlinear dynamics features for speech-based fatigue detection.
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

Detecting fatigue from steering behaviour applying continuous wavelet transform.
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

2009
Analyse des Mikroschlafs mit Methoden der computergestützten Intelligenz.
PhD thesis, 2009

Biosignal Based Discrimination between Slight and Strong Driver Hypovigilance by Support-Vector Machines.
Proceedings of the Agents and Artificial Intelligence - International Conference, 2009

Determination of Driver's Hypovigilance from Biosignals.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Data Reduction or Data Fusion in Bisoginal Processing?
Proceedings of the BIOSIGNALS 2009, 2009

2007
Feature Fusion for the Detection of Microsleep Events.
J. VLSI Signal Process., 2007

Blind Extraction of Microsleep Events.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

2006
A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

Alertness Assessment Using Data Fusion and Discrimination Ability of LVQ-Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

The Performance of LVQ Based Automatic Relevance Determination Applied to Spontaneous Biosignals.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005
Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data Sets.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2001
Clustering of EEG-Segments Using Hierarchical Agglomerative Methods and Self-Organizing Maps.
Proceedings of the Artificial Neural Networks, 2001

1971
An Intersection Cut from the Dual of the Unit Hypercube.
Oper. Res., 1971


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