Jens Kohlmorgen

According to our database, Jens Kohlmorgen authored at least 16 papers between 1996 and 2015.

Collaborative distances:

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

2015

A Generic Interface Specification for Standardized Retrieval and Statistical Evaluation of Spatial and Temporal Data.

Jens Kohlmorgen

Proceedings of the KMIS 2015, 2015

2007

Hierarchical Feature Extraction for Compact Representation and Classification of Datasets.

Markus Schubert, Jens Kohlmorgen

Proceedings of the Neural Information Processing, 14th International Conference, 2007

2004

Bayesian Classification of Single-Trial Event-Related Potentials in EEG.

Jens Kohlmorgen, Benjamin Blankertz

Int. J. Bifurc. Chaos, 2004

2003

On optimal segmentation of sequential data.

Jens Kohlmorgen

Proceedings of the NNSP 2003, 2003

2002

A Simple Generative Model for Single-Trial EEG Classification.

Jens Kohlmorgen, Benjamin Blankertz

Proceedings of the Artificial Neural Networks, 2002

2001

A Dynamic HMM for On-line Segmentation of Sequential Data.

Jens Kohlmorgen, Steven Lemm

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

Identification of nonstationary dynamics in physiological recordings.

Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik

Biol. Cybern., 2000

1999

Hidden Markov gating for prediction of change points in switching dynamical systems.

Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998

Analyse schaltender und driftender Dynamik mit neuronalen Netzen.

Jens Kohlmorgen

PhD thesis, 1998

Data Set A is a Pattern Matching Problem.

Jens Kohlmorgen, Klaus-Robert Müller

Neural Process. Lett., 1998

1997

Analysis of Drifting Dynamics with Neural Network Hidden Markov Models.

Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Predicting Time Series with Support Vector Machines.

Klaus-Robert Müller, Alexander J. Smola, Gunnar Rätsch, Bernhard Schölkopf, Jens Kohlmorgen, Vladimir Vapnik

Proceedings of the Artificial Neural Networks, 1997

Analysis of Wake/Sleep EEG with Competing Experts.

Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik

Proceedings of the Artificial Neural Networks, 1997

1996

Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics.

Klaus Pawelzik, Jens Kohlmorgen, Klaus-Robert Müller

Neural Comput., 1996

Prediction of Mixtures.

Klaus Pawelzik, Klaus-Robert Müller, Jens Kohlmorgen

Proceedings of the Artificial Neural Networks, 1996

Analysis of Drifting Dynamics with Competing Predictors.

Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik

Proceedings of the Artificial Neural Networks, 1996