On the discovery of events in EEG data utilizing information fusion
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Günther Palm | Friedhelm Schwenker | Hans A. Kestler | Stefan Scherer | Martin Schels | Michael Glodek
[1] James C. Bezdek,et al. Decision templates for multiple classifier fusion: an experimental comparison , 2001, Pattern Recognit..
[2] Zafer Iscan. MLSP Competition, 2010: Description of second place method , 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing.
[3] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[4] Johan A. K. Suykens,et al. P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface , 2009, KI.
[5] Jiri Matas,et al. On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..
[6] Friedhelm Schwenker,et al. Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines , 2007, KES.
[7] Alain Rakotomamonjy,et al. MLSP Competition, 2010: Description of third place method. , 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing.
[8] N. Japkowicz. Learning from Imbalanced Data Sets: A Comparison of Various Strategies * , 2000 .
[9] Ludmila I. Kuncheva,et al. Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy , 2003, Machine Learning.
[10] Zhi-Hua Zhou,et al. Ieee Transactions on Knowledge and Data Engineering 1 Training Cost-sensitive Neural Networks with Methods Addressing the Class Imbalance Problem , 2022 .
[11] Bogdan Gabrys,et al. Classifier selection for majority voting , 2005, Inf. Fusion.
[12] John Platt,et al. Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods , 1999 .
[13] Margot J. Taylor,et al. Guidelines for using human event-related potentials to study cognition: recording standards and publication criteria. , 2000, Psychophysiology.
[14] Li Yao,et al. A spatiotemporal approach to N170 detection with application to brain-computer interfaces , 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.
[15] Thomas G. Dietterich,et al. Pruning Adaptive Boosting , 1997, ICML.
[16] Christophe Genolini,et al. KmL: k-means for longitudinal data , 2010, Comput. Stat..
[17] Robert A. Jacobs,et al. Hierarchical Mixtures of Experts and the EM Algorithm , 1993, Neural Computation.
[18] Ludmila I. Kuncheva,et al. Switching between selection and fusion in combining classifiers: an experiment , 2002, IEEE Trans. Syst. Man Cybern. Part B.
[19] John C. Platt,et al. Fast training of support vector machines using sequential minimal optimization, advances in kernel methods , 1999 .
[20] Thomas Bäck,et al. Evolutionary algorithms in theory and practice - evolution strategies, evolutionary programming, genetic algorithms , 1996 .
[21] H. Gray,et al. P300 as an index of attention to self-relevant stimuli , 2004 .
[22] S. Segalowitz,et al. P300 Event-Related Potential Decrements in Well-Functioning University Students with Mild Head Injury , 2001, Brain and Cognition.
[23] Pablo Laguna,et al. Bioelectrical Signal Processing in Cardiac and Neurological Applications , 2005 .
[24] J M Jacquesson,et al. P300 component of the event-related potentials (ERP) during an attention task: effects of age, stimulus modality and event probability. , 1993, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.
[25] Li Yao,et al. P300 Detection Using Boosting Neural Networks with Application to BCI , 2007, 2007 IEEE/ICME International Conference on Complex Medical Engineering.
[26] Friedhelm Schwenker,et al. Multimodal Emotion Classification in Naturalistic User Behavior , 2011, HCI.
[27] Günther Palm,et al. Multi-objective selection for collecting cluster alternatives , 2011, Comput. Stat..
[28] Vince D. Calhoun,et al. The sixth annual MLSP competition, 2010 , 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing.
[29] Chao Chen,et al. Using Random Forest to Learn Imbalanced Data , 2004 .
[30] Jose M. Leiva,et al. MLSP Competition, 2010: Description of first place method , 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing.
[31] Alain Rakotomamonjy,et al. BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller , 2008, IEEE Transactions on Biomedical Engineering.
[32] Lakhmi C. Jain,et al. Designing classifier fusion systems by genetic algorithms , 2000, IEEE Trans. Evol. Comput..
[33] Lakhmi C. Jain,et al. Knowledge-Based Intelligent Information and Engineering Systems , 2004, Lecture Notes in Computer Science.
[34] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[35] Federico Girosi,et al. Support Vector Machines: Training and Applications , 1997 .
[36] A. Atiya,et al. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond , 2005, IEEE Transactions on Neural Networks.
[37] Fabio Roli,et al. Methods for dynamic classifier selection , 1999, Proceedings 10th International Conference on Image Analysis and Processing.