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所有的文献@标签 feature-selection [212 articles]

当前文献的标签分类为: feature-selection.
  • What is a Question?
    (17 March 2004)
    by Kevin H Knuth
    posted to feature-selection maxent philosophy by yaroslavvb on 2005-02-27 04:23:19 as ** along with 2 people and 1 group gangli JimG tulip
  • notes Maximally Informative Statistics
    (15 Oct 2000)
    by David R Wolf, Edward I George
    posted to bayesian feature-selection by yaroslavvb on 2005-11-29 02:41:57 as **
  • notes Building algorithm profiles for prior model selection in knowledge discovery systems
    Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on, Vol. 3 (1999), pp. 956-961 vol.3.
    by M Hilario, A Kalousis
    posted to feature-selection by yaroslavvb on 2005-11-21 03:33:23 as **
  • An introduction to variable and feature selection
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1157-1182.
    by Isabelle Guyon, Andr&\#233; Elisseeff
    posted to feature-selection by yaroslavvb on 2005-10-30 01:00:46 as ** along with 15 people gabriprat bigga sona JoSeK davidr gyuli buescher76 mukundn student_t chiahuey gkvas Mohan-S dimatura amargoli AbnerCYH
  • An Introduction to Variable and Feature Selection
    by I Guyon, A Elisseeff
    posted to feature-selection by yaroslavvb on 2005-11-21 03:02:23 as ** along with 2 people thorgal eacosta
  • Improving language model size reduction using better pruning criteria
    (2001), pp. 176-182.
    by Jianfeng Gao, Min Zhang
    posted to feature-selection language-modeling by whym on 2008-02-23 10:56:41 as **
  • A review of feature selection techniques in bioinformatics.
    Bioinformatics (24 August 2007)
    by Yvan Saeys, Iñaki Inza, Pedro Larrañaga
    posted to feature-selection pl-related by vietanh0 on 2007-11-09 20:39:12 as ** along with 13 people and 2 groups giovenko jyuh chad_davis aviad_work frohike grahamc shigepong lp2 cabbagezs ryanraaum eacosta aaalxy srp33 Bioinformatics ParkinsonLab_at_MaRS
  • Document Transformation for Multi-label Feature Selection in Text Categorization
    Data Mining, 2007. ICDM 2007. Seventh IEEE International Conference on (2007), pp. 451-456.
    by Weizhu Chen, Jun Yan, Benyu Zhang, Zheng Chen, Qiang Yang
    posted to multilabel feature-selection by tsoumakas on 2008-09-26 07:53:30 as ** along with 1 group Multilabel Classification
  • Wrappers for Feature Subset Selection
    Artificial Intelligence, Vol. 97, No. 1-2. (1997), pp. 273-324.
    by Ron Kohavi, George H John
    posted to feature-selection by tsoumakas on 2008-09-25 20:53:28 as ** along with 6 people bigga kutabar gkvas dimatura NinaG soleil_gurl
  • Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy.
    IEEE Trans Pattern Anal Mach Intell, Vol. 27, No. 8. (August 2005), pp. 1226-1238.
    by H Peng, F Long, C Ding
    posted to feature-selection mutual-information by tgyork on 2008-06-02 17:54:57 as ** along with 2 people gabriprat h-chi
  • Automatic feature selection with applications to script identification of degraded documents
    Document Analysis and Recognition, 2003. Proceedings. Seventh International Conference on (2003), pp. 750-754.
    by V Ablavsky, MR Stevens
    posted to character-based feature-selection icdar03 image-processing scripts by tgyork on 2007-12-21 15:49:26 as read
  • Extraction and analysis of forensic document examiner features used for writer identification
    Pattern Recognition, Vol. 40, No. 3. (March 2007), pp. 1004-1013.
    by Vladimir Pervouchine, Graham Leedham
    posted to cedar-db character-based features feature-selection forensic ga id-expt nn writer-id by tgyork on 2008-01-05 16:16:19 as read
  • Feature Selection for Knowledge Discovery and Data Mining
    (1998)
    by Huan Liu, Hiroshi Motoda
    posted to feature-selection by tgyork on 2008-06-11 15:54:40 as read
  • Extraction and Analysis of Document Examiner Features from Vector Skeletons of Grapheme 'th'
    Document Analysis Systems VII (2006), pp. 196-207.
    by Vladimir Pervouchine, Graham Leedham
    posted to cedar-db character-based features feature-selection forensic ga id-expt nn online-info writer-id by tgyork on 2008-01-05 16:30:22 as read
  • Pattern Classification (2nd Edition)
    (21 November 2000)
    by Richard O Duda, Peter E Hart, David G Stork
    posted to background classifier clustering feature-selection statistics by tgyork on 2008-06-12 18:27:15 as ** along with 35 people and 10 groups misovalko thefillm pdlug JoSeK thsant mhaller gyuli carueda xtizon leidner 1puumu jekky balajis buescher76 balicea sdvillal pbellec ctacmo jclau bigbossman brunomelo ddos mattjb zeppe dimatura theus abellogin singhsh haiyeong napvasconcelos ecome matjes sidr yaroslavvb middell CMU-HCII Blog_and_Wiki_Research automatic_summarization video_retrieval ASR AI ComplexAdaptiveSystems RiSE DSTO-CAS Medical Image Analysis and Visualization @ OSU
  • Feature selection for classification
    Intelligent Data Analysis, Vol. 1, No. 1-4. (1997), pp. 131-156.
    by M Dash, H Liu
    posted to feature-selection by tgyork on 2008-06-03 20:22:41 as ** along with 1 person h-chi
  • Input feature selection by mutual information based on Parzen window
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 24, No. 12. (2002), pp. 1667-1671.
    by N Kwak, Chong-Ho Choi
    posted to feature-selection mutual-information by tgyork on 2008-06-03 19:07:49 as ** along with 1 person h-chi
  • Anytime Algorithm for Feature Selection
    Rough Sets and Current Trends in Computing (2001), pp. 532-539.
    by Mark Last, Abraham Kandel, Oded Maimon, Eugene Eberbach
    posted to learning feature-selection anytime by sylvain_chevallier on 2008-09-28 17:59:19 as read
  • Gene Selection for Cancer Classification using Support Vector Machines
    Mach. Learn., Vol. 46, No. 1-3. (2002), pp. 389-422.
    by Isabelle Guyon, Jason Weston, Stephen Barnhill, Vladimir Vapnik
    posted to feature-ranking feature-selection linear machine-learning supervised svm by sterovetta on 2008-01-16 15:39:05 as read along with 2 people sdvillal mmunson
  • Dimensionality reduction via sparse support vector machines
    Journal of Machine Learning Research, Vol. 3 (2003), pp. 1229-1243.
    by Jinbo Bi, Kristin Bennett, Mark Embrechts, Curt Breneman, Minghu Song
    posted to embedded-feature-selection feature-selection kernel-methods regularization sparse-learning svm by sona on 2008-04-09 17:36:34 as *** along with 2 people sdvillal KaraNagai
  • Random subspace method for multivariate feature selection
    Pattern Recognition Letters, Vol. 27, No. 10. (15 July 2006), pp. 1067-1076.
    by Carmen Lai, Marcel J Reinders, Lodewyk Wessels
    posted to boosting feature-ranking feature-selection high-dimensions random-subspace-method small-sample-size-problem weighting-feature-selection by sona on 2008-07-18 13:43:26 as ****
  • The random subspace method for constructing decision forests
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 20, No. 8. (1998), pp. 832-844.
    by Tin K Ho
    posted to decision-trees feature-selection mixture-of-experts random-subspace-method by sona on 2008-07-18 17:23:56 as **** along with 3 people and 1 group jxl drivard yaroslavvb EC
  • Bagging neural network sensitivity analysis for feature reduction for in-silico drug design
    International Joint Conference on Neural Networks (IJCNN), Vol. 4 (2001), pp. 2478-2482 vol.4.
    by MJ Embrechts, F Arciniegas, M Ozdemir, CM Breneman, K Bennett, L Lockwood
    posted to embedded-feature-selection feature-selection neural-networks sensitivity-analysis by sona on 2008-04-09 18:02:12 as ***
  • Selection of relevant features and examples in machine learning
    Artificial Intelligence, Vol. 97, No. 1. (December 1997), pp. 245-271.
    by AL Blum, P Langley
    posted to embedded-feature-selection feature-selection filter-feature-selection survey weighting-feature-selection wrapper-feature-selection by sona on 2008-04-09 17:22:18 as ***** along with 4 people misovalko yaroslavvb sdvillal srp33
  • Margin Based Feature Selection - Theory and Algorithms
    (2004)
    by Gilad R Bachrach, A Navot, N Tishby
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-16 17:52:57 as ** along with 1 person bhaddow
  • Feature selection algorithms: a survey and experimental evaluation
    Data Mining, 2002. ICDM 2002. Proceedings. 2002 IEEE International Conference on (2002), pp. 306-313.
    by LC Molina, L Belanche, A Nebot
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 17:30:48 as ** along with 2 people chad_davis eacosta
  • Focused Inference
    (2005)
    by Romer E Rosales, Tommi S Jaakkola
    posted to dimension-reduction feature-selection statistics by sdvillal on 2007-03-24 16:23:25 as **
  • Feature Subset Selection and Order Identification for Unsupervised Learning
    (2000), pp. 247-254.
    by Jennifer G Dy, Carla E Brodley
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-26 16:23:46 as **
  • Feature selection for ranking
    (2007), pp. 407-414.
    by Xiubo Geng, Tie-Yan Liu, Tao Qin, Hang Li
    posted to dimension-reduction feature-selection ranking by sdvillal on 2008-03-07 12:37:35 as ** along with 3 people Phanix billsus pablomendes
  • Toward Optimal Feature Selection
    (1996), pp. 284-292.
    by Daphne Koller, Mehran Sahami
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-13 10:30:21 as ** along with 7 people misovalko metamerist luispedro mmunson dimatura eacosta srp33
  • Efficiently handling feature redundancy in high-dimensional data
    (2003), pp. 685-690.
    by Lei Yu, Huan Liu
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-11 13:02:37 as **
  • High-performing feature selection for text classification
    (2002), pp. 659-661.
    by Monica Rogati, Yiming Yang
    posted to dimension-reduction feature-selection text-classification by sdvillal on 2006-10-04 13:53:20 as read
  • Feature selection for semisupervised learning applied to image retrieval
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on, Vol. 2 (2003), pp. II-559-62 vol.3.
    by M Najjar, C Ambroise, JP Cocquerez
    posted to dimension-reduction feature-selection multimedia-ir semi-supervised by sdvillal on 2006-09-26 15:40:51 as ** along with 1 person mdifranc
  • Filters, Wrappers and a Boosting-Based Hybrid for Feature Selection
    (2001), pp. 74-81.
    by Sanmay Das
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-04 13:09:33 as **
  • Overfitting in making comparisons between variable selection methods
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1371-1382.
    by Juha Reunanen
    posted to overfitting feature-selection error-estimation dimension-reduction by sdvillal on 2007-05-08 16:30:52 as ** along with 1 person mmunson
  • The utility of feature weighting in nearest-neighbor algorithms
    (1997)
    by R Kohavi, P Langley, Y Yun
    posted to dimension-reduction distance-metrics feature-selection by sdvillal on 2007-07-27 18:19:25 as ** along with 1 person xamat
  • Wrappers for feature subset selection
    Artif. Intell., Vol. 97, No. 1-2. (1997), pp. 273-324.
    by Ron Kohavi, George H John
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 16:54:24 as read along with 4 people and 1 group chad_davis ccpin gabriprat amargoli PTT
  • Query-learning-based iterative feature-subset selection for learning from high-dimensional data sets
    Knowledge and Information Systems, Vol. V9, No. 1. (3 January 2006), pp. 91-108.
    by Hiroshi Mamitsuka
    posted to dimension-reduction ensembles feature-selection by sdvillal on 2006-10-13 09:45:50 as **
  • Feature Selection for Unsupervised Learning
    J. Mach. Learn. Res., Vol. 5 (2004), pp. 845-889.
    by Jennifer G Dy, Carla E Brodley
    posted to dimension-reduction feature-selection by sdvillal on 2006-08-25 11:38:40 as ** along with 2 people eacosta pablomendes
  • Adaptive classification with ellipsoidal regions for multidimensional pattern classification problems
    Pattern Recogn. Lett., Vol. 26, No. 9. (July 2005), pp. 1232-1243.
    by Ki K Lee, Wan C Yoon
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-16 17:11:01 as **
  • Combining variable selection with dimensionality reduction
    IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, Vol. 2 (2005), pp. 801-806 vol. 2.
    by L Wolf, S Bileschi
    posted to dimension-reduction feature-extraction feature-selection by sdvillal on 2007-01-25 18:01:49 as **
  • Distance metric learning with kernels
    (2003)
    by I Tsang, J Kwok
    posted to dimension-reduction distance-metrics feature-selection by sdvillal on 2007-12-08 16:53:45 as ** along with 2 people scis0000001 eacosta
  • Efficient extraction of mapping rules of atoms from enzymatic reaction data.
    J Comput Biol, Vol. 11, No. 2-3. (2004), pp. 449-462.
    by T Akutsu
    posted to feature-selection graphs by sdvillal on 2007-02-14 14:45:46 as ** along with 1 person BragilMassoud
  • Simultaneous feature selection and clustering using mixture models
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 26, No. 9. (2004), pp. 1154-1166.
    by MHC Law, MAT Figueiredo, AK Jain
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-15 14:48:37 as ** along with 3 people jekky eacosta amargoli
  • Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing)
    (29 August 2006)
    posted to dimension-reduction feature-extraction feature-selection by sdvillal on 2008-04-01 00:23:09 as ** along with 1 person h-chi
  • Feature selection for text categorization on imbalanced data
    SIGKDD Explor. Newsl., Vol. 6, No. 1. (June 2004), pp. 80-89.
    by Zhaohui Zheng, Xiaoyun Wu, Rohini Srihari
    posted to dimension-reduction feature-selection imbalanced text-classification by sdvillal on 2008-05-21 10:15:45 as **
  • Irrelevant Features and the Subset Selection Problem
    (1994), pp. 121-129.
    by George H John, Ron Kohavi, Karl Pfleger
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 17:29:15 as ** along with 4 people gyuli dimatura jasperr eacosta
  • Toward Integrating Feature Selection Algorithms for Classification and Clustering
    IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 4. (April 2005), pp. 491-502.
    by Huan Liu, Lei Yu
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-13 10:34:25 as ** along with 3 people javo_eupla amargoli zhengzhong
  • SVM Feature Selection for Classification of SPECT Images of Alzheimer's Disease Using Spatial Information
    (2005), pp. 410-417.
    by Jonathan Stoeckel, Glenn Fung
    posted to dimension-reduction feature-selection image-processing kernel-machines medical-imaging by sdvillal on 2007-03-08 20:11:28 as **
  • Semisupervised learning using feature selection based on maximum density subgraphs
    Systems and Computers in Japan, Vol. 38, No. 9. (2007), pp. 32-43.
    by Yoshiyuki Nakatani, Kuangyi Zhu, Kuniaki Uehara
    posted to dimension-reduction feature-selection learning-on-graphs locality semi-supervised by sdvillal on 2008-04-16 10:01:47 as **
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