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sdvillal feature-selection [102 articles]

Recent papers added to sdvillal library classified by the tag feature-selection. You can also see everyone's feature-selection.
  • An evaluation of dimension reduction techniques for one-class classification
    Artificial Intelligence Review
    by Santiago Villalba, Pádraig Cunningham
    posted to pca occ-survey occ-others occ-dimension-reduction occ-comparison occ-applications locality feature-selection feature-extraction dimension-reduction by sdvillal on 2008-09-22 10:07:08 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
  • 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 **
  • 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
  • A selective sampling approach to active feature selection
    Artif. Intell., Vol. 159, No. 1-2. (2004), pp. 49-74.
    by Huan Liu, Hiroshi Motoda, Lei Yu
    posted to active-learning dimension-reduction feature-selection by sdvillal on 2008-04-16 15:28:22 as ** along with 1 person h-chi
  • 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 **
  • 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
  • Active Learning with Feedback on Features and Instances
    Journal of Machine Learning Research, Vol. 7 (August 2006), pp. 1655-1686.
    by Hema Raghavan, Omid Madani, Rosie Jones
    posted to active-learning dimension-reduction feature-selection by sdvillal on 2008-03-28 15:54:53 as ** along with 1 person aharpale
  • Random Forests
    Machine Learning, Vol. V45, No. 1. (1 October 2001), pp. 5-32.
    by Leo Breiman
    posted to algorithmic-distance-metrics boosting classic-refs dimension-reduction ensemble-diversity ensembles feature-selection by sdvillal on 2008-03-25 17:00:35 as ** along with 10 people abrentnall kaarsinogen amirsaffari maheshj lp2 poluxmoon jdu AbnerCYH carlk yaroslavvb
  • 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
  • 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
  • Comparing binary and real-valued coding in hybrid immune algorithm for feature selection and classification of ECG signals
    Engineering Applications of Artificial Intelligence, Vol. 20, No. 5. (August 2007), pp. 571-585.
    by Michal Bereta, Tadeusz Burczynski
    posted to dimension-reduction embedded-fs feature-selection occ-to-supervised population-based by sdvillal on 2007-12-02 17:55:17 as **
  • Unsupervised Learning With Random Forest Predictors
    Journal of Computational & Graphical Statistics, Vol. 15, No. 1. (March 2006), pp. 118-138.
    by Tao Shi, Steve Horvath
    posted to algorithmic-distance-metrics ensemble-diversity ensembles feature-selection by sdvillal on 2007-11-02 17:25:12 as ** along with 1 person LouisKa
  • Spectral feature selection for supervised and unsupervised learning
    (2007), pp. 1151-1157.
    by Zheng Zhao, Huan Liu
    posted to dimension-reduction feature-selection locality lpp semi-supervised by sdvillal on 2007-10-12 20:16:11 as ** along with 2 people sugarexpletive jjrodriguez
  • 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
  • Efficient Feature Selection in Conceptual Clustering
    (1997), pp. 92-97.
    by Mark Devaney, Ashwin Ram
    posted to dimension-reduction feature-selection inter-feature-predictivity by sdvillal on 2007-06-16 16:04:41 as ** along with 1 person jjrodriguez
  • 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
  • Nightmare at test time: robust learning by feature deletion
    (2006), pp. 353-360.
    by Amir Globerson, Sam Roweis
    posted to dimension-reduction feature-selection negative-features by sdvillal on 2007-05-02 20:06:07 as ** along with 1 person dwf
  • Bias Analysis in Text Classification for Highly Skewed Data
    (2005), pp. 781-784.
    by Lei Tang, Huan Liu
    posted to text-classification overfitting feature-selection error-estimation dimension-reduction by sdvillal on 2007-05-02 19:57:36 as **
  • Searching for Interacting Features
    (2007)
    by Z Zhao, H Liu
    posted to dimension-reduction feature-selection by sdvillal on 2007-05-01 18:11:45 as ** along with 3 people dimatura eacosta h-chi
  • Semi-supervised Feature Selection via Spectral Analysis
    (2007)
    by Z Zhao, H Liu
    posted to dimension-reduction feature-selection semi-supervised by sdvillal on 2007-05-01 17:34:04 as **
  • Feature subset selection bias for classification learning
    (2006), pp. 849-856.
    by Surendra K Singhi, Huan Liu
    posted to overfitting feature-selection error-estimation dimension-reduction by sdvillal on 2007-04-30 12:13:11 as **
  • Feature Selection for Clustering
    (2000), pp. 110-121.
    by Manoranjan Dash, Huan Liu
    posted to dimension-reduction feature-selection by sdvillal on 2007-04-25 17:27:51 as ** along with 6 people alexhofmann flavian_vasile amoswish Peredhel dimatura eacosta
  • On Biases in Estimating Multi-Valued Attributes.
    (1995), pp. 1034-1040.
    by Igor Kononenko
    posted to acii-2007 discretization feature-selection by sdvillal on 2007-04-13 08:54:22 as **
  • Feature Selection for Unbalanced Class Distribution and Naive Bayes
    (1999), pp. 258-267.
    by Dunja Mladenic, Marko Grobelnik
    posted to dimension-reduction feature-selection imbalanced by sdvillal on 2007-03-28 16:21:21 as ** along with 1 person anon_pl
  • Feature Selection via Discretization
    Knowledge and Data Engineering, Vol. 9, No. 4. (1997), pp. 642-645.
    by Huan Liu, Rudy Setiono
    posted to dimension-reduction discretization feature-selection by sdvillal on 2007-03-27 13:32:19 as ** along with 3 people rogerblake dimatura 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 **
  • Attribute selection for modelling
    Future Gener. Comput. Syst., Vol. 13, No. 2-3. (1997), pp. 181-195.
    by Igor Kononenko, Se J Hong
    posted to dimension-reduction discretization feature-selection by sdvillal on 2007-03-24 14:31:24 as **
  • Toward Robust Distance Metric Analysis for Similarity Estimation
    (2006), pp. 316-322.
    by Jie Yu, Qi Tian, Jaume Amores, Nicu Sebe
    posted to boosting dimension-reduction distance-metrics ensembles feature-selection by sdvillal on 2007-03-24 12:44:36 as **
  • Significance of Gene Ranking for Classification of Microarray Samples
    Computational Biology and Bioinformatics, IEEE/ACM Transactions on, Vol. 3, No. 3. (2006), pp. 312-320.
    by Chaolin Zhang, Xuesong Lu, Xuegong Zhang
    posted to bioinformatics dimension-reduction feature-selection by sdvillal on 2007-03-10 17:58:26 as **
  • Recursive SVM feature selection and sample classification for mass-spectrometry and microarray data.
    BMC Bioinformatics, Vol. 7 (2006), 197.
    by X Zhang, X Lu, Q Shi, XQ Xu, HC Leung, LN Harris, JD Iglehart, A Miron, JS Liu, WH Wong
    posted to bioinformatics dimension-reduction embedded-fs feature-selection kernel-machines by sdvillal on 2007-03-10 17:52:12 as ** along with 3 people and 1 group chad_davis bundschu jianrong generif_paper
  • 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 **
  • 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
  • Floating search methods in feature selection
    Pattern Recogn. Lett., Vol. 15, No. 11. (November 1994), pp. 1119-1125.
    by P Pudil, J Novovicová, J Kittler
    posted to dimension-reduction feature-selection by sdvillal on 2007-02-14 14:16:53 as ** along with 2 people mmunson Daniel24
  • Gene Selection via a Spectral Approach
    (2005)
    by L Wolf, A Shashua, S Mukherjee
    posted to spectral feature-selection dimension-reduction by sdvillal on 2007-02-03 14:11:53 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 **
  • Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach
    J. Mach. Learn. Res., Vol. 6 (2005), pp. 1855-1887.
    by Lior Wolf, Amnon Shashua
    posted to 20070622 dimension-reduction feature-selection spectral by sdvillal on 2007-01-17 13:24:51 as **
  • A Multi-objective Memetic Algorithm for Intelligent Feature Extraction
    Lecture Notes in Computer Science : Evolutionary Multi-Criterion Optimization (2005), pp. 767-781.
    by Paulo VW Radtke, Tony Wong, Robert Sabourin
    posted to feature-selection population-based by sdvillal on 2006-11-21 13:50:51 as **
  • Axiomatic Approach to Feature Subset Selection Based on Relevance
    IEEE Trans. Pattern Anal. Mach. Intell., Vol. 21, No. 3. (March 1999), pp. 271-277.
    by Hui Wang, David Bell, Fionn Murtagh
    posted to dimension-reduction feature-selection simplicity by sdvillal on 2006-11-07 10:20:21 as **
  • Integrating Spatial and Discriminant Strength for Feature Selection and Linear Dimensionality Reduction
    Conference on Computer Vision and Pattern Recognition Workshop, 2006 Conference on (2006), pp. 21-21.
    by Qi Li, C Kambhamettu, Jieping Ye
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-23 15:34:59 as **
  • 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
  • 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 **
  • 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 **
  • An Assessment of Feature Relevance in Predicting Protein Function from Sequence.
    (2004), pp. 52-57.
    by Ali A Shahib, Chao He, Aik C Tan, Mark Girolami, David Gilbert
    posted to bioinformatics dimension-reduction feature-selection by sdvillal on 2006-10-15 18:47:40 as **
  • 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 **
  • Efficient huge-scale feature selection with speciated genetic algorithm
    Pattern Recogn. Lett., Vol. 27, No. 2. (January 2006), pp. 143-150.
    by Jin-Hyuk Hong, Sung-Bae Cho
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-14 19:20:45 as **
  • An Evaluation of Feature Selection Methods and Their Application to Computer Security
    (1992)
    by Justin Doak
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-14 19:14:35 as **
  • Intrusion Detection: The Application of Feature Selection, A Comparison of Algorithms, and the Application of a Wide Area Network Analyzer
    (1992)
    by Justin Doak
    posted to dimension-reduction feature-selection by sdvillal on 2006-10-14 19:11:36 as **
  • General Intelligence, Objectively Determined and Measured
    American Journal of Psychology, Vol. 15 (1904), pp. 201-193.
    by C Spearman
    posted to classic-refs dimension-reduction feature-selection by sdvillal on 2006-10-14 18:39:04 as **
  • Feature Selection and the Class Imbalance Problem in Predicting Protein Function from Sequence
    Applied Bioinformatics., Vol. 4, No. 3. (2005), pp. 195-203.
    by Ali Al-Shahib
    posted to bioinformatics dimension-reduction feature-selection semi-supervised by sdvillal on 2006-10-13 14:07:24 as **
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