@article {Liehr_1999b, title = {Prediction of financial data with Hidden Markov mixtures of experts}, journal = {International Journal of Theoretical and Applied Finance}, volume = {3 (3)}, year = {2000}, month = {July}, pages = {593}, publisher = {World Scientific, Singapore}, author = {S. Liehr and Klaus R. Pawelzik and J. Kohlmorgen and S. Lemm and K.-R. M{\"u}ller} } @conference {Kohlmorgen_1999a, title = {Fast change point detection in switching dynamics using a Hidden Markov model of prediction experts}, booktitle = {ICANN\'99 Proceedings}, year = {1999}, pages = {204{\textendash}209}, publisher = {IEE, London}, organization = {IEE, London}, author = {J. Kohlmorgen and S. Lemm and K.-R. M{\"u}ller and S. Liehr and Klaus R. Pawelzik} } @conference {Liehr_1999, title = {Hidden Markov gating for prediction of change points in switching dynamical systems}, booktitle = {ESANN \'99: Proceedings}, year = {1999}, pages = {405{\textendash}410}, publisher = {D-Facto}, organization = {D-Facto}, author = {S. Liehr and Klaus R. Pawelzik and J. Kohlmorgen and S. Lemm and K.-R. M{\"u}ller} } @conference {Liehr_1999a, title = {Hidden Markov mixtures of experts for prediction of non{\textendash}stationary dynamics}, booktitle = {NNSP \'99: Workshop on Neural Networks for Signal Processing}, year = {1999}, pages = {195{\textendash}204}, publisher = {IEEE, NY}, organization = {IEEE, NY}, author = {S. Liehr and Klaus R. Pawelzik and J. Kohlmorgen and S. Lemm and K.-R. M{\"u}ller} } @article {Liehr_1999d, title = {Hidden Markov mixtures of experts with an application to EEG recordings from sleep}, journal = {Theory in Biosciences}, volume = {118 (3{\textendash}4)}, year = {1999}, pages = {246{\textendash}260}, author = {S. Liehr and Klaus R. Pawelzik and J. Kohlmorgen and K.-R. M{\"u}ller} } @article {Kohlmorgen_1999, title = {Identification of non-stationary dynamics in physiological recordings}, journal = {Biological Cybernetics}, volume = {83}, year = {1999}, pages = {73{\textendash}84}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and J. Rittweger and Klaus R. Pawelzik} } @article {Kohlmorgen_1998, title = {Analysis of drifting dynamics with neural network hidden Markov models}, journal = {NIPS \'97: Advances in Neural Information Processing Systems 10}, year = {1998}, pages = {735{\textendash}741}, publisher = {MIT Press}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and Klaus R. Pawelzik} } @booklet {Lemm_1998, title = {Annealed HMM learning for fast change point detection in switching dynamics}, year = {1998}, author = {S. Lemm and J. Kohlmorgen and K.-R. M{\"u}ller and S. Liehr and Klaus R. Pawelzik} } @conference {Kohlmorgen_1997, title = {Analysis of wake/sleep EEG with competing experts}, booktitle = {ICANN \'97 Proceedings of the Int. Conf. on Artificial Neural Networks}, year = {1997}, pages = {1077{\textendash}1082}, publisher = {Springer, Berlin}, organization = {Springer, Berlin}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and J. Rittweger and Klaus R. Pawelzik}, editor = {W. Gerstner and A. Germond and M. Hasler and J.-D. Nicoud} } @booklet {Pawelzik_1997d, title = {Divisive strategies for predicting non-autonomous and mixed systems}, howpublished = {Technical Report No. 1069, GMD}, year = {1997}, author = {Klaus R. Pawelzik and K.-R. M{\"u}ller and J. Kohlmorgen} } @conference {Kohlmorgen_1997a, title = {Segmentation and identification of drifting dynamical systems}, booktitle = {NNSP \'97: IEEE Workshp on Neural Networks for Signal Processing}, year = {1997}, pages = {326{\textendash}335}, publisher = {IEEE}, organization = {IEEE}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and Klaus R. Pawelzik}, editor = {J. Principe and L. Giles and N. Morgan and E. Wilson} } @booklet {Pawelzik_1997e, title = {Verfahren zur Erfassung zeitabh{\"a}ngiger Moden dynamischer Systeme}, howpublished = {Patent, Gemeinschaftserfindung, angemeldet am 15.09.1997, Az 197 40 565.7}, year = {1997}, author = {Klaus R. Pawelzik and K.-R. M{\"u}ller and J. Kohlmorgen} } @conference {Kohlmorgen_1996, title = {Analysis of drifting dynamics with competing predictors}, booktitle = {ICANN \'96: Artificial Neural Networks}, year = {1996}, pages = {785{\textendash}790}, publisher = {Springer}, organization = {Springer}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and Klaus R. Pawelzik}, editor = {C. von der Malsburg and W. von Seelen and J. C. Vorbr{\"u}ggen} } @article {Pawelzik_1996, title = {Annealed competition of experts for a segmentation and classification of switching dynamics}, journal = {Neural Computation}, volume = {8}, year = {1996}, pages = {342{\textendash}358}, author = {Klaus R. Pawelzik and J. Kohlmorgen and K.-R. M"uller} } @conference {Pawelzik_1996d, title = {Prediction of mixtures}, booktitle = {ICANN \'96: Artificial Neural Networks}, year = {1996}, pages = {127{\textendash}132}, publisher = {Springer}, organization = {Springer}, author = {Klaus R. Pawelzik and K.-R. M{\"u}ller and J. Kohlmorgen}, editor = {C. von der Malsburg and W. von Seelen and J. C. Vorbr{\"u}ggen} } @conference {Muller_1995a, title = {Analysing physiological data from the wake-sleep state transition with competing predictors}, booktitle = {Proceedings of the NOLTA, Las Vegas}, year = {1995}, pages = {223{\textendash}226}, author = {K.-R. M{\"u}ller and J. Kohlmorgen and J. Rittweger and Klaus R. Pawelzik} } @conference {Muller_1995, title = {Analysis of switching dynamics with competing neural networks}, booktitle = {IEICE Transaction on Fundamentals of Electronics, Communications and Computer Sciences}, volume = {E 78-A (10)}, year = {1995}, pages = {1306{\textendash}1315}, author = {K.-R. M{\"u}ller and J. Kohlmorgen and Klaus R. Pawelzik} } @conference {Kohlmorgen_1995, title = {Improving short-term prediction with competing experts}, booktitle = {ICANN \'95 Proceedings}, volume = {2}, year = {1995}, pages = {215{\textendash}220}, publisher = {EC2 \& Cie, Paris}, organization = {EC2 \& Cie, Paris}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and Klaus R. Pawelzik}, editor = {F. Fogelman-Soulie and P. Galinari} } @conference {Kohlmorgen_1994, title = {Competing predictors segment and identify switching dynamics}, booktitle = {ICANN \'94 Proceedings}, year = {1994}, pages = {1045{\textendash}1048}, publisher = {Springer}, organization = {Springer}, author = {J. Kohlmorgen and K.-R. M{\"u}ller and Klaus R. Pawelzik}, editor = {M. Marinaro and P. G. Morasso} } @conference {Muller_1994, title = {Segmentation and identification of switching dynamics with competing neural networks}, booktitle = {ICONIP \'94: Proceedings of the Int. Conf. on Neural Information Processing, Seoul}, year = {1994}, pages = {213{\textendash}218}, author = {K.-R. M{\"u}ller and J. Kohlmorgen and Klaus R. Pawelzik} } @inbook {Pawelzik_1994b, title = {Segmentation und Identifikation schaltender Dynamik}, booktitle = {Verhandlungen der Deutschen Physikalischen Gesellschaft}, volume = {5 (29)}, year = {1994}, pages = {927}, author = {Klaus R. Pawelzik and J. Kohlmorgen and K.-R. M{\"u}ller} } @conference {Muller_1994a, title = {The use of competing neural networks for segmentation and identification of switching dynamics}, booktitle = {NOLTA \'94: Kagoshima Symposion on Nonlinear Theory and its Applications}, year = {1994}, pages = {283{\textendash}287}, author = {K.-R. M{\"u}ller and J. Kohlmorgen and Klaus R. Pawelzik} } Error | www.neuro.uni-bremen.de

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