Hidden Markov gating for prediction of change points in switching dynamical systems. - Stefan Liehr; Klaus Pawelzik; Jens Kohlmorgen; Steven Lemm; Klaus-Robert Müller (ESANN, 1999)

Barrier Boosting. - Gunnar Rätsch; Manfred K. Warmuth; Sebastian Mika; Takashi Onoda; Steven Lemm; Klaus-Robert Müller (COLT, 2000)

A Dynamic HMM for On-line Segmentation of Sequential Data. - Jens Kohlmorgen; Steven Lemm (NIPS, 2001)

Binary On-line Classification Based on Temporally Integrated Information. - Christin Schäfer; Steven Lemm; Gabriel Curio (GfKl, 2004)

BCI competition 2003-data set III: probabilistic modeling of sensorimotor μ rhythms for classification of imaginary hand movements. - Steven Lemm; Christin Schäfer; Gabriel Curio (IEEE Trans. Biomed. Eng., 2004)

Spatio-spectral filters for improving the classification of single trial EEG. - Steven Lemm; Benjamin Blankertz; Gabriel Curio; Klaus-Robert Müller (IEEE Trans. Biomed. Eng., 2005)

Aggregating Classification Accuracy across Time: Application to Single Trial EEG. - Steven Lemm; Christin Schäfer; Gabriel Curio (NIPS, 2006)

The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. - Benjamin Blankertz; Guido Dornhege; Steven Lemm; Matthias Krauledat; Gabriel Curio; Klaus-Robert Müller (J. Univers. Comput. Sci., 2006)

Enhancing the signal-to-noise ratio of ICA-based extracted ERPs. - Steven Lemm; Gabriel Curio; Yevhen Hlushchuk; Klaus-Robert Müller (IEEE Trans. Biomed. Eng., 2006)

Optimizing Spatial filters for Robust EEG Single-Trial Analysis. - Benjamin Blankertz; Ryota Tomioka; Steven Lemm; Motoaki Kawanabe; Klaus-Robert Müller (IEEE Signal Process. Mag., 2008)

A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization. - Steven Lemm; Klaus-Robert Müller; Gabriel Curio (PLoS Comput. Biol., 2009)

Directional Variance Adjustment: a novel covariance estimator for high dimensional portfolio optimization - Daniel Bartz; Kerr Hatrick; Christian W. Hesse; Klaus-Robert Müller; Steven Lemm (CoRR, 2011)

Single-trial analysis and classification of ERP components - A tutorial. - Benjamin Blankertz; Steven Lemm; Matthias Sebastian Treder; Stefan Haufe; Klaus-Robert Müller (NeuroImage, 2011)

Introduction to machine learning for brain imaging. - Steven Lemm; Benjamin Blankertz; Thorsten Dickhaus; Klaus-Robert Müller (NeuroImage, 2011)