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タグ: kernel [320 articles]

Recent papers classified by the tag kernel.
  • Ridge regression revisited
    Statistica Neerlandica, Vol. 59, No. 4. (November 2005), pp. 498-505.
    by Paul M Boer, Christian M Hafner
    posted to kernel by zambujo on 2008-02-13 13:03:30 as ** along with 1 person elsantosneto
  • notes New ranking algorithms for parsing and tagging: kernels over discrete structures, and the voted perceptron
    (2001), pp. 263-270.
    by Michael Collins, Nigel Duffy
    posted to kernel ml nlp representation by yoavg on 2007-03-12 12:22:49 as read along with 2 people and 1 group kepler kvorg NLP
  • notes Value Regularization and Fenchel Duality
    J. Mach. Learn. Res., Vol. 8 (2007), pp. 441-479.
    by Ryan M Rifkin, Ross A Lippert
    posted to kernel machine-learning regularization by yaroslavvb on 2008-01-29 07:06:14 as ** along with 1 person and 1 group mdreid Statistical Machine Learning
  • Scale and performance in the Denali isolation kernel
    SIGOPS Oper. Syst. Rev., Vol. 36, No. SI. (2002), pp. 195-209.
    by Andrew Whitaker, Marianne Shaw, Steven D Gribble
    posted to cisd730 isolation kernel operating system by wtribbey on 2007-07-13 22:02:12 as ** along with 2 people and 1 group diwakergupta unitial sysnet
  • Denali: a scalable isolation kernel
    (2002), pp. 10-15.
    by Andrew Whitaker, Marianne Shaw, Steven D Gribble
    posted to cisd730 isolation kernel operating system by wtribbey on 2007-07-13 22:02:38 as **
  • A survey of kernels for structured data
    SIGKDD Explor. Newsl., Vol. 5, No. 1. (July 2003), pp. 49-58.
    by Thomas Gärtner
    posted to kernel max-margin structured-data by whym on 2008-04-30 11:37:36 as ** along with 1 person jccaicedo
  • Input space versus feature space in kernel-based methods
    (1999)
    by B Olkopf, S Mika, C Burges, P Knirsch, K Muller, G Atsch, A Smola
    posted to feature kernel learning machine space by weymouth on 2008-04-07 03:43:47 as ** along with 4 people craigtalbert scis0000001 j0nes iggykay
  • Nonlinear Discriminant Analysis Using Kernel Functions
    Vol. 12 (1999), pp. 568-574.
    by V Roth, V Steinhage
    edited by SA Solla, TK Leen, KR Müller
    posted to kernel lda by walkking on 2007-03-15 14:14:17 as ** along with 1 group Computer_Graphics
  • notes A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
    Neurocomputing, Vol. 55, No. 1-2. (September 2003), pp. 321-336.
    by LJ Cao, KS Chua, WK Chong, HP Lee, QM Gu
    posted to ica kernel kpca pca by vmoa on 2006-08-29 02:14:35 as ***
  • Kernel methods for relation extraction
    (2003)
    by D Zelenko, C Aone, A Richardella
    posted to extraction kernel methods relation by vlachmore on 2007-11-16 18:06:38 as ****
  • Hierarchical Directed Acyclic Graph Kernel: Methods for Structured Natural Language Data
    (2003)
    by Jun Suzuki, Tsutomu Hirao, Yutaka Sasaki, Eisaku Maeda
    posted to graph graph_kernel hierarchical kernel by vlachmore on 2008-01-23 18:02:14 as **
  • Diffusion Kernels on Statistical Manifolds
    J. Mach. Learn. Res., Vol. 6 (2005), pp. 129-163.
    by John Lafferty, Guy Lebanon
    posted to heat kernel machines support svms vector by vlachmore on 2008-07-01 17:53:57 as **
  • Kernel PCA for Feature Extraction and De-Noising in Non-Linear Regression
    Neural Computing & Applications, Vol. 10 (2001), pp. 231-243.
    by Roman Rosipal, Mark Girolami, Leonard J Trejo
    posted to pca linear_regression kernel feature_extraction by vi_z on 2008-09-09 20:14:00 as **
  • An introduction to kernel-based learning algorithms
    Neural Networks, IEEE Transactions on, Vol. 12, No. 2. (2001), pp. 181-201.
    by KR Muller, S Mika, G Ratsch, K Tsuda, B Scholkopf
    posted to learning kernel by vi_z on 2008-09-09 20:08:31 as ** along with 10 people grzegorz bayesian pliz mthomure zoop atbrew kozaki teesid jccaicedo i-stevenson
  • Kernel-based distance metric learning for microarray data classification
    BMC Bioinformatics, Vol. 7 (14 June 2006), 299.
    by Huilin Xiong, Xue-Wen Chen
    posted to metric learning kernel classification by vi_z on 2008-09-09 20:16:52 as ** along with 4 people jfr dwf papamicd jccaicedo
  • Filtered kernel density estimation
    (1995)
    by D Marchette, C Priebe, G Rogers, J Solka
    posted to bandwidth density kernel by vincentdore on 2007-09-18 15:22:57 as read along with 1 group LIVIA
  • notes On Locally Adaptive Density Estimation
    Journal of the American Statistical Association, Vol. 91, No. 436. (???? 1996), pp. 1525-??.
    by Stephan R Sain, David W Scott
    posted to kernel variable by vincentdore on 2007-03-15 17:59:19 as ** along with 1 group LIVIA
  • A Discriminative Kernel-Based Approach to Rank Images from Text Queries
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 30, No. 8. (2008), pp. 1371-1384.
    by D Grangier, S Bengio
    posted to text retrieval kernel image discriminative by veenat_iitm_refmgr on 2008-09-04 08:12:44 as ****
  • Kernel Smoothers: An Overview of Curve Estimators for the First Graduate Course in Nonparametric Statistics
    Statistical Science, Vol. 19, No. 4. (2004), pp. 663-675.
    by William R Schucany
    posted to kernel smoother by ulmer on 2008-07-13 18:18:50 as ** along with 1 person abrentnall
  • Efficient kernel density estimation using the fast gauss transform with applications to color modeling and tracking
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 25, No. 11. (2003), pp. 1499-1504.
    by A Elgammal, R Duraiswami, LS Davis
    posted to density efficient estimation fast gauss kernel transform by tyler on 2008-05-05 11:20:56 as *****
  • Improved fast gauss transform and efficient kernel density estimation
    Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on (2003), pp. 664-671 vol.1.
    by C Yang, R Duraiswami, NA Gumerov, L Davis
    posted to density estimation fast gauss kernel nonparametric transform by tyler on 2008-05-05 11:23:44 as *****
  • Kernel-based object tracking
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 25, No. 5. (2003), pp. 564-577.
    by D Comaniciu, V Ramesh, P Meer
    posted to detection kernel mean-shift tracking by tyler on 2007-11-02 17:15:16 as ***** along with 9 people mirai_wo_tukuru thsant stsaft davidmihalcik aldershoff e_sommerlade cellsbe cbeltran qwermish
  • Understanding the Linux Kernel, Third Edition
    (17 November 2005)
    by Daniel Bovet, Marco Cesati
    posted to kernel linux by toivotuo on 2008-08-06 23:04:29 as **
  • Kernel Methods for Pattern Analysis
    (28 June 2004)
    by John Shawe-Taylor, Nello Cristianini
    posted to kernel by thefillm on 2008-09-13 09:48:51 as **** along with 14 people and 3 groups sb-3000 davidr nello MatMay bayesian lyongu klaudius filippone sdvillal ecome librain kozaki jung_dalglish quianominorleo Computational-Genomics Pattern-Analysis LTN
  • Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)
    (15 December 2001)
    by Bernhard Schlkopf, Alexander J Smola
    posted to svm machine_learning kernel by thefillm on 2008-09-11 15:06:08 as ** along with 10 people and 1 group sdvillal AbnerCYH raiyar wenhan librain jung_dalglish robotact singhsh ecome quianominorleo Medical Image Analysis and Visualization @ OSU
  • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    Neural Comp., Vol. 10, No. 5. (1 July 1998), pp. 1299-1319.
    by Bernhard Scholkopf, Alexander Smola, Klaus-Robert Muller
    posted to kernel by teesid on 2008-02-02 13:24:02 as ***** along with 2 people bayesian lauren
  • Semi-Inner-Product Spaces
    Transactions of the American Mathematical Society, Vol. 100, No. 1. (1961), pp. 29-43.
    by G Lumer
    posted to kernel by teesid on 2007-12-25 10:40:34 as ****
  • On Kernel-Target Alignment
    by Nello Cristianini, John S Taylor, André Elisseeff
    posted to kernel by teesid on 2008-01-10 06:12:45 as ***** along with 3 people and 1 group ecome atbrew jsr LTN
  • Kernel PCA and de-noising in feature spaces
    (1999), pp. 536-542.
    by Sebastian Mika, Bernhard Schölkopf, Alex Smola, Klaus-Robert Müller, Matthias Scholz, Gunnar Rätsch
    posted to kernel by teesid on 2007-12-18 10:54:28 as read
  • A kernel between sets of vectors
    (2003)
    by R Kondor, T Jebara
    posted to kernel by teesid on 2008-01-10 06:03:01 as **** along with 1 person bbabenko
  • Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces
    J. Mach. Learn. Res., Vol. 5 (2004), pp. 73-99.
    by Kenji Fukumizu, Francis R Bach, Michael I Jordan
    posted to kernel by teesid on 2007-12-26 07:37:32 as ***** along with 2 people k12u mmunson
  • Rational Kernels
    (2003)
    by C Cortes, P Haffner, M Mohri
    posted to kernel by teesid on 2007-12-18 14:06:31 as **** along with 1 person markusd
  • Classes of Semi-Inner-Product Spaces
    Transactions of the American Mathematical Society, Vol. 129, No. 3. (1967), pp. 436-446.
    by JR Giles
    posted to kernel by teesid on 2007-12-25 10:38:29 as ****
  • Orthogonality and Linear Functionals in Normed Linear Spaces
    Transactions of the American Mathematical Society, Vol. 61, No. 2. (1947), pp. 265-292.
    by Robert C James
    posted to kernel by teesid on 2007-12-25 10:43:03 as ****
  • Metric Embedding for Nearest Neighbor Classification
    (24 Jun 2007)
    by Bharath K Sriperumbudur, Gert RG Lanckriet
    posted to kernel metric-learning by teesid on 2007-12-25 19:42:54 as ***** along with 1 person bigbossman
  • Regularization Theory and Neural Networks Architectures
    Neural Computation, Vol. 7, No. 2. (1995), pp. 219-269.
    by Federico Girosi, Michael Jones, Tomaso Poggio
    posted to kernel by sugarexpletive on 2008-06-15 14:14:05 as read
  • A kernel view of the dimensionality reduction of manifolds
    (2004)
    by J Ham, D Lee, S Mika, B Scholkopf
    posted to kernel by sugarexpletive on 2008-02-21 15:53:10 as read along with 3 people scis0000001 hcs Scis0000002
  • KemaDom: a web server for domain prediction using kernel machine with local context.
    Nucleic Acids Res, Vol. 34, No. Web Server issue. (1 July 2006)
    by L Chen, W Wang, S Ling, C Jia, F Wang
    posted to domain kernel machine prediction server web by skhadar on 2007-07-25 07:41:32 as ** along with 2 people and 2 groups marcius gulkur BioinfoCIPF SGU-CIPF
  • Glycan classification with tree kernels.
    Bioinformatics (7 March 2007)
    by Yoshihiro Yamanishi, Francis Bach, Jean-Philippe P Vert
    posted to kernel tree by shigepong on 2007-03-10 09:07:29 as *** along with 1 person and 1 group grahamc ParkinsonLab_at_MaRS
  • Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels.
    Proc Natl Acad Sci U S A (7 February 2008)
    by Peter W W Jones, Mauro Maggioni, Raanan Schul
    posted to kernel misc by shigepong on 2008-02-10 23:53:39 as ****
  • Developing a similarity measure in biological function space.
    Bioinformatics (31 May 2007)
    by Haiyuan Yu, Ronald Jansen, Mark Gerstein
    posted to kernel by shigepong on 2007-06-03 09:00:34 as ***** along with 1 person and 1 group grahamc ParkinsonLab_at_MaRS
  • Composite kernels for hyperspectral image classification
    Geoscience and Remote Sensing Letters, IEEE, Vol. 3, No. 1. (2006), pp. 93-97.
    by G Camps-Valls, L Gomez-Chova, J Munoz-Mari, J Vila-Frances, J Calpe-Maravilla
    posted to classification his image kernel by seudonimo_falso on 2006-08-07 16:01:18 as ** along with 1 person gcamps
  • A support vector machines classifier to assess the severity of idiopathic scoliosis from surface topography
    Information Technology in Biomedicine, IEEE Transactions on, Vol. 10, No. 1. (2006), pp. 84-91.
    by L Ramirez, NG Durdle, VJ Raso, DL Hill
    posted to classification image kernel by seudonimo_falso on 2006-11-09 16:49:25 as **
  • Automatic land cover analysis for Tenerife by supervised classification using remotely sensed data
    Remote Sensing of Environment, Vol. 86, No. 4. (30 August 2003), pp. 530-541.
    by Jens Keuchel, Simone Naumann, Matthias Heiler, Alexander Siegmund
    posted to classification his image kernel by seudonimo_falso on 2006-11-09 18:13:25 as **
  • On the Euclidean distance of images
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 27, No. 8. (2005), pp. 1334-1339.
    by Liwei Wang, Yan Zhang, Jufu Feng
    posted to classification distances image kernel by seudonimo_falso on 2006-11-09 16:47:39 as **
  • The em algorithm for kernel matrix completion with auxiliary data
    J. Mach. Learn. Res., Vol. 4 (2003), pp. 67-81.
    by Koji Tsuda, Shotaro Akaho, Kiyoshi Asai
    posted to clustering kernel by seudonimo_falso on 2006-11-09 18:23:57 as ** along with 2 people filippone iggykay
  • Morphological classification of brains via high-dimensional shape transformations and machine learning methods
    NeuroImage, Vol. 21, No. 1. (January 2004), pp. 46-57.
    by Zhiqiang Lao, Dinggang Shen, Zhong Xue, Bilge Karacali, Susan M Resnick, Christos Davatzikos
    posted to classification image kernel by seudonimo_falso on 2006-11-09 18:10:25 as **
  • Fast and robust text detection in images and video frames
    Image and Vision Computing, Vol. 23, No. 6. (1 June 2005), pp. 565-576.
    by Qixiang Ye, Qingming Huang, Wen Gao, Debin Zhao
    posted to classification image kernel by seudonimo_falso on 2006-11-09 18:05:13 as **
  • A unified framework for MAP estimation in remote sensing image segmentation
    Geoscience and Remote Sensing, IEEE Transactions on, Vol. 43, No. 7. (2005), pp. 1617-1634.
    by AA Farag, RM Mohamed, A El-Baz
    posted to classification his image kernel by seudonimo_falso on 2006-11-09 17:02:22 as **
  • Shape extraction and classification of pizza base using computer vision
    Journal of Food Engineering, Vol. 64, No. 4. (October 2004), pp. 489-496.
    by Cheng-Jin Du, Da-Wen Sun
    posted to classification image kernel by seudonimo_falso on 2006-11-09 18:08:39 as **
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