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Comparison of Classifiers for Decoding Sensory and Cognitive Information from Prefrontal Neuronal Populations 由 Elaine Åstrand, Pierre Enel, Guilhem Ibos, Peter Ford Dominey, Pierre Baraduc, Suliann Ben Hamed

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Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal 由 Mustafa Radha, Gary Garcia‐Molina, Mannes Poel, Giulio Tononi

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Direction-Projection-Permutation for High-Dimensional Hypothesis Tests 由 Susan Wei, Chihoon Lee, Lindsay Wichers, J. S. Marron

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Comparison of multivariate classifiers and response normalizations for pattern-information fMRI 由 Masaya Misaki, Youn Kim, Peter A. Bandettini, Nikolaus Kriegeskorte

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Ensemble sparse classification of Alzheimer's disease 由 Manhua Liu, Daoqiang Zhang, Dinggang Shen

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Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data 由 Sutao Song, Zhichao Zhan, Zhiying Long, Jiacai Zhang, Yao Li

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Locally linear embedding (LLE) for MRI based Alzheimer's disease classification 由 Xin Liu, Duygu Tosun, Michael W. Weiner, Norbert Schuff

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Discriminative analysis of non-linear brain connectivity in schizophrenia: an fMRI Study 由 Longfei Su, Lubin Wang, Hui Shen, Guiyu Feng, Dewen Hu

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Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy 由 Roshan A. Welikala, Muhammad Moazam Fraz, Jamshid Dehmeshki, Andreas Hoppe, Vikas Tah, Samantha Mann, Tom H. Williamson, Sarah Barman

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Classification methods for ongoing EEG and MEG signals 由 Michel Besserve, Karim Jerbi, François Laurent, Sylvain Baillet, Jacques Martinerie, Line Garnero

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Heartbeat Classification Using Normalized RR Intervals and Morphological Features 由 Chun‐Cheng Lin, Chun‐Min Yang

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Classification with reject option in gene expression data 由 Blaise Hanczar, Edward R. Dougherty

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Is cross-validation better than resubstitution for ranking genes? 由 Ulisses Braga-Neto, Ronaldo F. Hashimoto, Edward R. Dougherty, Danh V. Nguyen, Raymond J. Carroll

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Adaptation in P300 Brain–Computer Interfaces: A Two-Classifier Cotraining Approach 由 Rajesh C. Panicker, Sadasivan Puthusserypady, Ying Sun

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Discriminative Analysis of Early Alzheimer’s Disease Based on Two Intrinsically Anti-correlated Networks with Resting-State fMRI 由 Kun Wang, Tianzi Jiang, Meng Liang, Liang Wang, Lixia Tian, Xinqing Zhang, Kuncheng Li, Zhening Liu

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Comparison of feature selection and classification for MALDI-MS data 由 Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Zhongxue Chen, Jack Yang, Mary Qu Yang, Xudong Huang, Youping Deng

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Discriminative Analysis of Brain Function at Resting-State for Attention-Deficit/Hyperactivity Disorder 由 Chaozhe Zhu, Yu‐Feng Zang, Liang Meng, Lixia Tian, Yong He, X. B. Li, Mingyu Sui, Y. F. Wang, Tianzi Jiang

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Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction 由 Nathalie Pochet, Frank De Smet, Johan A. K. Suykens, Bart L. R. De Moor

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A subject-independent pattern-based Brain-Computer Interface 由 Andreas M. Ray, Ranganatha Sitaram, Mohit Rana, Emanuele Pasqualotto, Korhan Buyukturkoglu, Cuntai Guan, Kai Keng Ang, Cristián Tejos, Francisco Zamorano, Francisco Aboitiz, Niels Birbaumer, Sergio Ruíz

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Feature Selection for Interpatient Supervised Heart Beat Classification 由 Gauthier Doquire, Gaël de Lannoy, D. François, Michel Verleysen

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