Zoekresultaten

Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning door Thibaud Sénéchal, Valerie. Rapp, Hanan Salam, Renaud Séguier, Kévin Bailly, Lionel Prévost

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Prediction of Protein–Protein Interaction with Pairwise Kernel Support Vector Machine door Shao‐Wu Zhang, Liyang Hao, Tinghe Zhang

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Local Multidimensional Scaling for Nonlinear Dimension Reduction, Graph Drawing, and Proximity Analysis door Lisha Chen, Andreas Buja

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AN MR BRAIN IMAGES CLASSIFIER VIA PRINCIPAL COMPONENT ANALYSIS AND KERNEL SUPPORT VECTOR MACHINE door Yudong Zhang, Lenan Wu

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Effective Dysphonia Detection Using Feature Dimension Reduction and Kernel Density Estimation for Patients with Parkinson’s Disease door Shanshan Yang, Fang Zheng, Xin Luo, Suxian Cai, Yunfeng Wu, Kaizhi Liu, Meihong Wu, Jian Chen, Sridhar Krishnan

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Kernel Principal Component Analysis for dimensionality reduction in fMRI-based diagnosis of ADHD door Gagan Sidhu, Nasimeh Asgarian, Russell Greiner, Matthew Brown

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One-class kernel subspace ensemble for medical image classification door Yungang Zhang, Bailing Zhang, Frans Coenen, Jimin Xiao, Wenjin Lu

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A tree kernel to analyse phylogenetic profiles door Jean‐Philippe Vert

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Marginalized kernels for biological sequences door Koji Tsuda, Taishin Kin, Kiyoshi Asai

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CLASSIFICATION OF ALZHEIMER DISEASE BASED ON STRUCTURAL MAGNETIC RESONANCE IMAGING BY KERNEL SUPPORT VECTOR MACHINE DECISION TREE door Yudong Zhang, Shuihua Wang‎, Zhengchao Dong

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Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data door Christoph Bartenhagen, Hans‐Ulrich Klein, Christian Rückert, Xiaoyi Jiang, Martin Dugas

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

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High Classification Accuracy for Schizophrenia with Rest and Task fMRI Data door Wei Du, Vince D. Calhoun, Hualiang Li, Sai Ma, Tom Eichele, Kent A. Kiehl, Godfrey D. Pearlson, Tülay Adalı

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Gene Expression Data Classification With Kernel Principal Component Analysis door Zhenqiu Liu, Dechang Chen, Halima Bensmail

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Acoustic analysis assessment in speech pathology detection door Daria Panek, Andrzej Skalski, Janusz Gajda, Ryszard Tadeusiewicz

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Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression door Shuihua Wang, Tianming Zhan, Yi Chen, Yin Zhang⋆, Ming Yang, Huimin Lu, Hainan Wang, Bin Liu, Preetha Phillips

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Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Normal Controls With Subnetwork Selection and Graph Kernel Principal Component Analysis Based on Minimum Spann... door Xiaohong Cui, Jie Xiang, Hao Guo, Guimei Yin, Huijun Zhang, Fangpeng Lan, Junjie Chen

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Application of kernel principal component analysis and computational machine learning to exploration of metabolites strongly associated with diet door Yuka Shiokawa, Yasuhiro Date, Jun Kikuchi

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Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble door Habib Ullah, Muhammad Uzair, Arif Mahmood, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh

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A combination of CSP-based method with soft margin SVM classifier and generalized RBF kernel for imagery-based brain computer interface applications door Amin Hekmatmanesh, Huapeng Wu, Fatemeh Jamaloo, Ming Li, Heikki Handroos

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