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Ключевое слово feature-selection [208 articles]

Recent papers classified by the tag feature-selection.
  • 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
  • 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 bigga sona JoSeK davidr gyuli buescher76 mukundn student_t chiahuey gkvas Mohan-S dimatura gabriprat amargoli AbnerCYH
  • 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 **
  • 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 **
  • 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
  • A comparative study on feature selection in text categorization
    (1997), pp. 412-420.
    by Yiming Yang, Jan O Pedersen
    edited by Douglas H Fisher
    posted to feature-selection by tsoumakas on 2008-09-25 22:10:02 as ** along with 9 people and 2 groups ohkura onlyme dongnl markymaypo clickstone yaroslavvb i-stevenson huangsong mote nlab ARTFL
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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 1 person 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
  • 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 ****
  • 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
  • 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 ***
  • 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 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
  • Feature selection: evaluation, application, and small sample performance
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 19, No. 2. (1997), pp. 153-158.
    by A Jain, D Zongker
    posted to feature-selection dimension-reduction by sdvillal on 2006-10-13 11:16:27 as ** along with 2 people mmunson eacosta
  • Feature selection for face recognition based on data partitioning
    Pattern Recognition, 2002. Proceedings. 16th International Conference on, Vol. 1 (2002), pp. 680-683 vol.1.
    by S Singh, M Singh, M Markou
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-27 09:29:05 as read along with 1 person eacosta
  • Speculative Markov Blanket Discovery for Optimal Feature Selection
    (2005), pp. 809-812.
    by Sandeep Yaramakala, Dimitris Margaritis
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-13 10:36:38 as **
  • Computational Methods of Feature Selection (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
    (29 October 2007)
    posted to dimension-reduction feature-selection text-classification by sdvillal on 2008-05-21 17:01:02 as ** along with 1 person stefanmeissner
  • An Extensive Empirical Study of Feature Selection Metrics for Text Classification
    Journal of Machine Learning Research, Vol. 3 (March 2003), pp. 1289-1305.
    by George Forman
    posted to dimension-reduction feature-selection imbalanced text-classification by sdvillal on 2008-05-21 10:14:53 as ** along with 3 people and 1 group markymaypo pprett eacosta ARTFL
  • Feature Selection for Ensembles
    (1999), pp. 379-384.
    by David Opitz
    posted to dimension-reduction ensemble-diversity ensembles feature-selection by sdvillal on 2006-10-12 08:44:07 as **
  • An iterative pruning algorithm for feedforward neural networks
    Neural Networks, IEEE Transactions on, Vol. 8, No. 3. (1997), pp. 519-531.
    by G Castellano, AM Fanelli, M Pelillo
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-11 11:54:20 as **
  • An introduction to variable and feature selection
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1157-1182.
    by Isabelle Guyon, Andre Elisseeff
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-24 18:13:58 as ** along with 3 people mercutio chad_davis pprett
  • Eliminating redundancy and irrelevance using a new MLP-based feature selection method
    Pattern Recognition, Vol. 39, No. 2. (February 2006), pp. 313-315.
    by E Gasca, JS Sanchez, R Alonso
    posted to dimension-reduction feature-selection neural-networks by sdvillal on 2006-10-14 19:22:29 as **
  • Kernel Feature Selection with Side Data using a Spectral Approach
    (May 2004), pp. 39-53.
    by Amnon Shashua, Lior Wolf
    posted to dimension-reduction feature-selection spectral by sdvillal on 2006-09-24 17:21:49 as **
  • 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 **
  • 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
  • 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
  • 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 **
  • Unsupervised feature selection using feature similarity
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 24, No. 3. (2002), pp. 301-312.
    by P Mitra, CA Murthy, SK Pal
    posted to dimension-reduction feature-selection by sdvillal on 2006-09-26 15:47:53 as ** along with 4 people mmunson jjrodriguez eacosta amargoli
  • 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
  • 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 **
  • Filter versus wrapper gene selection approaches in DNA microarray domains.
    Artif Intell Med, Vol. 31, No. 2. (June 2004), pp. 91-103.
    by I Inza, P Larranaga, R Blanco, AJ Cerrolaza
    posted to bioinformatics dimension-reduction feature-selection by sdvillal on 2006-09-24 18:12:39 as ** along with 1 person chad_davis
  • Feature selection for high-dimensional genomic microarray data
    (2001), pp. 601-608.
    by Eric P Xing, Michael I Jordan, Richard M Karp
    posted to bioinformatics dimension-reduction feature-selection by sdvillal on 2006-10-15 18:50:38 as **
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