Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2015"MIA - Marktplatz für Informationen und Analysen" im Programm Trusted Cloud. Abschlussbericht
Goltz, Hans-Joachim; Kohlmorgen, Jens; Manzke, Fabian; Shi, Lijuan; Unger, Steffen
Bericht
2015A generic interface specification for standardized retrieval and statistical evaluation of spatial and temporal data
Kohlmorgen, Jens
Konferenzbeitrag
2014D4.1- Requirements analysis, mechanism and technology selection, and control panel specification
Dittwald, Benjamin; Kohlmorgen, Jens; Schünemann, Björn; Obst, Birgit; Brandstetter, Veronika; Gilka, Philipp; Frigeri, Davide
Bericht
2014D4.2.1 - Mechanisms and tools for mobility management and emission control (initial)
Dittwald, Benjamin; Cuno, Silke; Kohlmorgen, Jens; Bernum, Kevin van; Schünemann, Björn; Obst, Birgit; Brandstetter, Veronika; Kelpin, René; Frigeri, Davide; Perri, Nicola; Avesani, Francesco; Merigo, Alberto; Schwarz, Christine
Bericht
2008Hierarchical feature extraction for compact representation and classification of datasets
Schubert, M.; Kohlmorgen, J.
Konferenzbeitrag
2007Improving human performance in a real operating environment through real-time mental workload detection
Kohlmorgen, J.; Dornhege, G.; Braun, M.; Blankertz, B.; Müller, K.-R.; Curio, G.; Hagemann, K.; Bruns, A.; Schrauf, M.; Kincses, W.E.
Aufsatz in Buch
2004Bayesian classification of single-trial event-related potentials in EEG
Kohlmorgen, J.; Blankertz, B.
Zeitschriftenaufsatz
2004Tracking and visualization of changes in high-dimensional non-parametric distributions
Kohlmorgen, J.
Konferenzbeitrag
2003Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis
Blankertz, B.; Dornhege, G.; Schäfer, C.; Krepki, R.; Kohlmorgen, J.; Müller, K.-R.; Losch, F.; Kunzmann, V.; Curio, G.
Zeitschriftenaufsatz
2003On optimal segmentation of sequential data
Kohlmorgen, J.
Konferenzbeitrag
2002A dynamic HMM for on-line segmentation of sequential data
Kohlmorgen, J.; Lemm, S.
Konferenzbeitrag
2002A simple generative model for single-trial EEG classification
Kohlmorgen, J.; Blankertz, B.
Konferenzbeitrag
2001An on-line method for segmentation and identification of non-stationary time series
Kohlmorgen, J.; Lemm, S.
Konferenzbeitrag
2000Analysis of nonstationary time series by mixtures of self-organizing predictors
Kohlmorgen, J.; Lemm, S.; Rätsch, G.; Müller, K.-R.
Konferenzbeitrag
2000Decomposition algorithms for analysing brain signals
Müller, K.-R.; Kohlmorgen, J.; Ziehe, A.; Blankertz, B.
Konferenzbeitrag
2000Identification of Nonstationary Dynamics in Physiological Recordings
Kohlmorgen, J.; Müller, K.-R.; Rittweger, J.; Pawelzik, K.
Zeitschriftenaufsatz
2000Time series prediction using SV regression and neural networks
Müller, k.-R.; Smola, A.J.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.
Konferenzbeitrag
1999Analysis of Nonstationary Dynamics using Hidden Markov Mixtures of Experts
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Müller, K.-R.
Zeitschriftenaufsatz
1999Fast change point detection in switching dynamics using a hidden markov model of prediction experts
Kohlmorgen, J.; Lemm, S.; Müller, K.-R.; Liehr, S.; Pawelzik, K.
Konferenzbeitrag
1999Hidden markov gating for prediction of change points in switching dynamical systems
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Lemm, S.; Müller, K.-R.
Konferenzbeitrag
1999Hidden markov mixtures of experts for prediction of switching dynamics
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Lemm, S.; Müller, K.-R.
Konferenzbeitrag
1999Using support vector machines for time series prediction
Müller, K.-R.; Smola, A.J.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.
Konferenzbeitrag
1998Analyse schaltender und driftender Dynamik mit neuronalen Netzen
Kohlmorgen, J.
Dissertation
1998Analysis of Drifting Dynamics with Neural Network Hidden Markov Models
Kohlmorgen, J.; Müller, K.-R.; Pawelzik, K.
Konferenzbeitrag
1998Data set A is a pattern matching problem
Kohlmorgen, J.; Müller, K.-R.
Zeitschriftenaufsatz
1997Analysis of Wake/Sleep EEG with Competing Experts
Kohlmorgen, J.; Müller, K.-R.; Rittweger, J.; Pawelzik, K.
Konferenzbeitrag
1997Divisive strategies for predicting non-autonomous and mixed systems
Pawelzik, K.; Müller, K.-R.; Kohlmorgen, J.
Buch
1997Predicting Time Series with Support Vector Machines
Müller, K.-R.; Smola, A.J.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.
Konferenzbeitrag
1997Segmentation and identification of drifting dynamical systems
Kohlmorgen, J.; Müller, K.-R.; Pawelzik, K.
Konferenzbeitrag
1997Using Support Vector Machines for Time Series Prediction
Müller, K.-R.; Smola, A.J.; Rätsch, G.; Schölkopf, B.; Kohlmorgen, J.; Vapnik, V.
Konferenzbeitrag
1996Analysis of drifting dynamics with competing predictors
Kohlmorgen, J.; Müller, K.-R.; Pawelzik, K.
Konferenzbeitrag
1996Annealed competition of experts for a segmentation and classification of switching dynamics
Pawelzik, K.; Kohlmorgen, J.; Müller, K.-R.
Zeitschriftenaufsatz
1996Prediction of mixtures
Pawelzik, K.; Müller, K.-R.; Kohlmorgen, J.
Konferenzbeitrag
1995Analysing physiological data on wake-sleep state transition with competing predictors
Müller, K.-R.; Kohlmorgen, J.; Rittweger, J.; Pawelzik, K.
Konferenzbeitrag
1995Analysis of switching dynamics with competing neural networks
Müller, K.-R.; Kohlmorgen, J.; Pawelzik, K.
Zeitschriftenaufsatz
1995Annealed competition of experts for a segmentation and classification of switching dynamics
Pawelzik, K.; Kohlmorgen, J.; Müller, K.-R.
Buch
1995Improving short-term prediction with competing experts
Kohlmorgen, J.; Müller, K.-R.; Pawelzik, K.
Konferenzbeitrag
1994Competing predictors segment and identify switching dynamics
Kohlmorgen, J.; Müller, K.-R.; Pawelzik, K.
Konferenzbeitrag
1994Segmentation and identification of switching dynamics with competing neural networks
Kohlmorgen, J.; Müller, K.-R.; Pawelzik, K.
Konferenzbeitrag
1994The use competing neural networks for segmentation and identification of switching dynamics
Müller, K.-R.; Kohlmorgen, J.; Pawelzik, K.
Konferenzbeitrag