Tag feature-selection [at least 200 articles] Export

Recent papers classified by the tag feature-selection.

	Gradient LASSO for feature selection [My Copy] In ICML '04: Proceedings of the twenty-first international conference on Machine learning (2004), 60. by Yongdai Kim, Jinseog Kim posted to feature-selection by m8j on 2009-11-05 11:13:43 as along with 1 person mahler
	Identification of a Preferred Set of Molecular Descriptors for Compound Classification Based on Principal Component Analysis [My Copy] Journal of Chemical Information and Computer Sciences, Vol. 39, No. 4. (1 July 1999), pp. 699-704. by Ling Xue, Jeff Godden, Hua Gao, Jurgen Bajorath posted to pca fingerprinting feature-selection compound-classification by stharward on 2009-10-19 18:53:47 as along with 1 person ankur_iitg
	Wrappers for feature subset selection [My Copy] Artificial Intelligence, Vol. 97, No. 1-2. (December 1997), pp. 273-324. by R. Kohavi posted to feature-selection by davidr on 2009-10-05 21:08:03 as along with 7 people and 1 group stharward h-chi chad_davis ccpin sdvillal gabriprat amargoli PTT
	Random subspace method for multivariate feature selection [My Copy] Pattern Recognition Letters, Vol. 27, No. 10. (15 July 2006), pp. 1067-1076. by Carmen Lai, Marcel J. Reinders, Lodewyk Wessels posted to weighting-feature-selection small-sample-size-problem random-subspace-method high-dimensions feature-selection feature-ranking boosting by sona to the group Random Subspace Method on 2009-09-29 11:28:57 as along with 2 people and 1 group jjrodriguez librain LIBrain
	Higher criticism thresholding: Optimal feature selection when useful features are rare and weak [My Copy] Proceedings of the National Academy of Sciences, Vol. 105, No. 39. (30 September 2008), pp. 14790-14795. by David Donoho, Jiashun Jin posted to feature-selection classification by zufar on 2009-09-25 11:14:18 as along with 6 people guhjy sschurer phoenixzxl rdiaz briordan sg45653
	Computational Methods of Feature Selection [My Copy] (29 October 2007) edited by Huan Liu, Hiroshi Motoda posted to feature-selection by jdu on 2009-09-21 21:28:21 as along with 5 people robert85 gabriprat sona sdvillal stefanmeissner
	An Introduction to Variable and Feature Selection [My Copy] Journal of Machine Learning Research, Vol. 3 (March 2003), pp. 1157-1182. by Isabelle Guyon, André Elisseeff posted to feature-selection by jdu on 2009-09-21 21:25:36 as along with 6 people and 1 group pimmy stharward rramirezp davclark ednarofi vlachmore Skills, Automaticity and Imaging Methods
	A review of feature selection techniques in bioinformatics [My Copy] Bioinformatics, Vol. 23, No. 19. (1 October 2007), pp. 2507-2517. by Yvan Saeys, Inaki Inza, Pedro Larranaga posted to svm review machine-learning feature-selection by stharward on 2009-09-18 19:59:06 as along with 27 people and 1 group Shibby zufar jjrodriguez briordan phoenixzxl ipark-kaist prerna svozil bertelsen VGreiff rsantana druvus jfr giovenko guhjy chad_davis aviad_work frohike grahamc shigepong lp2 cabbagezs ryanraaum vietanh0 eacosta aaalxy srp33 Bioinformatics
	On the Utility of Incremental Feature Selection for the Classification of Textual Data Streams [My Copy] Advances in Informatics (2005), pp. 338-348. by Ioannis Katakis, Grigorios Tsoumakas, Ioannis Vlahavas posted to text-categorization feature-selection by briordan on 2009-09-18 17:33:30 as along with 1 person katak
	A Direct Method of Nonparametric Measurement Selection [My Copy] IEEE Trans. Comput., Vol. 20, No. 9. (1971), pp. 1100-1103. by A. W. Whitney posted to sfs non-used-set feature-selection by gabriprat on 2009-08-30 23:06:24 as
	Efficient Feature Selection via Analysis of Relevance and Redundancy [My Copy] J. Mach. Learn. Res., Vol. 5 (2004), pp. 1205-1224. by Lei Yu, Huan Liu posted to feature-selection by librain on 2009-08-28 09:55:45 as along with 2 people mmunson eacosta
	Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy. [My Copy] IEEE Trans Pattern Anal Mach Intell, Vol. 27, No. 8. (August 2005), pp. 1226-1238. by H. Peng, F. Long, C. Ding posted to features feature-selection by apcoates on 2009-08-21 07:57:10 as along with 6 people gmelfe jddeng makrehchi gabriprat h-chi tgyork
	Minimum redundancy feature selection from microarray gene expression data [My Copy] Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE In Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE (2003), pp. 523-528. by C. Ding, H. Peng posted to features feature-selection by apcoates on 2009-08-21 07:55:44 as along with 2 people gmelfe mmunson
	Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA [My Copy] Machine Learning: ECML 2007 (2007), pp. 226-237. by Dimitrios Mavroeidis, Michalis Vazirgiannis posted to survey stability sparsity preprocessing pca matrix-perturbation-theory machine-learning lsi feature-selection bootstrapping by abellogin on 2009-08-12 11:50:51 as
	Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination [My Copy] Journal of Machine Learning Research, Vol. 10 (July 2009), pp. 1341-1366. by Eugene Tuv, Alexander Borisov, George Runger, Kari Torkkola posted to artificial-negatives dimension-reduction ensembles feature-selection by sdvillal on 2009-08-07 08:39:01 as along with 1 person jjrodriguez
	Application of Non Parametric Empirical Bayes Estimation to High Dimensional Classification [My Copy] Journal of Machine Learning Research, Vol. 10 (July 2009), pp. 1687-1704. by Eitan Greenshtein, Junyong Park posted to bayesian-learning dimension-reduction feature-selection high-dimensionality sp by sdvillal on 2009-08-07 08:37:57 as
	An Efficient Feature Selection Using Hidden Topic in Text Categorization [My Copy] Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on In Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on (2008), pp. 1223-1228. by Zhiwei Zhang, Xuan-Hieu Phan, S. Horiguchi posted to feature-selection text-categorization topic-models by briordan on 2009-08-04 17:01:21 as
	Feature Selection in Taxonomies with Applications to Paleontology [My Copy] Discovery Science (2008), pp. 112-123. by Gemma Garriga, Antti Ukkonen, Heikki Mannila posted to data-mining feature-selection machine-learning paleontology taxonomies by bfish on 2009-07-30 15:39:18 as
	Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with C4.5 [My Copy] In ICML '04: Proceedings of the twenty-first international conference on Machine learning (2004), 41. by Evgeniy Gabrilovich, Shaul Markovitch posted to feature-selection text-categorization by briordan on 2009-07-30 02:31:30 as along with 1 person ednarofi
	Selection of relevant features and examples in machine learning [My Copy] Artificial Intelligence, Vol. 97, No. 1-2. (December 1997), pp. 245-271. by Avrim L. Blum, Pat Langley posted to feature-selection machine-learning review by stharward on 2009-07-13 22:52:40 as along with 7 people gr650 sirandreus misovalko yaroslavvb sona sdvillal srp33
	Feature Selection and Extraction [My Copy] Support Vector Machines for Pattern Classification In Support Vector Machines for Pattern Classification (2005), pp. 189-199. by Shigeo Abe posted to feature-selection review svm by stharward on 2009-07-13 21:55:37 as
	On domain knowledge and feature selection using a support vector machine [My Copy] Pattern Recognition Letters, Vol. 20, No. 5. (May 1999), pp. 475-484. by O. Barzilay, V. L. Brailowsky posted to feature-selection svm by stharward on 2009-07-13 21:52:50 as
	Feature Selection via Concave Minimization and Support Vector Machines [My Copy] In ICML '98: Proceedings of the Fifteenth International Conference on Machine Learning (1998), pp. 82-90. by Paul S. Bradley, O. L. Mangasarian posted to feature-selection svm by stharward on 2009-07-13 21:47:32 as
	Statistical pattern recognition: a review [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 22, No. 1. (January 2000), pp. 4-37. by A. K. Jain, R. P. W. Duin, Jianchang Mao posted to bayesian-classifier cluster-analysis feature-selection machine-learning review svm by stharward on 2009-07-13 21:11:53 as along with 17 people gavin1332 klmoravec awg2 mthomure akastrin h-chi thefillm RafaUsyd balicea yama_tah alexmaclennan gane5h polydicht yangxian abominable EJCKelkboom albertleemon
	Bagging predictors [My Copy] Machine Learning, Vol. 24, No. 2. (1 August 1996), pp. 123-140. by Leo Breiman posted to feature-selection by stharward on 2009-07-13 17:49:24 as along with 1 person jmchauvet
	Feature (Gene) Selection in Gene Expression-Based Tumor Classification [My Copy] Molecular Genetics and Metabolism, Vol. 73, No. 3. (July 2001), pp. 239-247. by Momiao Xiong, Wuju Li, Jinying Zhao, Eric Boerwinkle posted to microarray gene-expression feature-selection cancer by stharward on 2009-07-13 17:45:24 as
	Simultaneous feature selection and clustering using mixture models [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 26, No. 9. (2004), pp. 1154-1166. by M. H. C. Law, M. A. T. Figueiredo, A. K. Jain posted to cluster-analysis feature-selection mixture-models by stharward on 2009-07-13 17:44:16 as along with 6 people ecome chafika jekky sdvillal eacosta amargoli
	A novel ensemble of classifiers for microarray data classification [My Copy] Applied Soft Computing, Vol. 8, No. 4. (September 2008), pp. 1664-1669. by Yuehui Chen, Yaou Zhao posted to feature-selection microarray by stharward on 2009-07-13 17:41:06 as
	Gene Selection for Cancer Classification using Support Vector Machines [My Copy] Machine Learning, Vol. 46, No. 1. (1 January 2002), pp. 389-422. by Isabelle Guyon, Jason Weston, Stephen Barnhill, Vladimir Vapnik posted to svm gene-expression feature-selection cancer by stharward on 2009-07-13 17:39:36 as along with 3 people and 2 groups vertikalist smallbadguy srp33 BTS-PT-AS-CS 18th-century_history_culture_and_society
	Dimensionality Reduction via Sparse Support Vector Machines [My Copy] Journal of Machine Learning Research, Vol. 3 (March 2003), pp. 1229-1243. by Jinbo Bi, Kristin Bennett, Mark Embrechts, Curt Breneman, Minghu Song posted to svm feature-selection by stharward on 2009-07-13 17:37:11 as
	On the selection and classification of independent features [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 25, No. 10. (2003), pp. 1312-1317. by M. Bressan, J. Vitria posted to bayesian-classifier feature-selection by stharward on 2009-07-13 17:35:47 as along with 1 person eddymier
	Feature selection for high-dimensional genomic microarray data [My Copy] In ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning (2001), pp. 601-608. by Eric P. Xing, Michael I. Jordan, Richard M. Karp posted to microarray machine-learning feature-selection by stharward on 2009-07-13 17:21:50 as
	Selection bias in gene extraction on the basis of microarray gene-expression data [My Copy] Proceedings of the National Academy of Sciences of the United States of America, Vol. 99, No. 10. (14 May 2002), pp. 6562-6566. by Christophe Ambroise, Geoffrey J. Mclachlan posted to microarray gene-expression feature-selection cancer by stharward on 2009-07-13 17:20:07 as along with 7 people ipark-kaist gstiglic winterschlaefer kentsis evaf chad_davis chiahuey
	Feature selection for high-dimensional data: A fast correlation-based filter solution [My Copy] In in ICML (2003), pp. 856-863. by Lei Yu, Huan Liu posted to attention attractivity feature-selection filtering higher-dimensional interestingness selecting by Scis0000002 on 2009-07-09 09:47:08 as along with 2 people jjrodriguez gabriprat
	Learning to Attend — From Bottom-Up to Top-Down [My Copy] Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint (2008), pp. 106-122. by Hector Jasso, Jochen Triesch posted to adaptivity attention attractivity bottom-up cip control-models cybernetics feature-selection frameworks information-processing invariances neurosemiotics reinforcement-learning scale-spaces top-down views by Scis0000002 on 2009-07-09 09:25:03 as along with 1 person kira
	Feature Selection Techniques for Maximum Entropy based Biomedical Named Entity Recognition. [My Copy] Journal of biomedical informatics (22 January 2009) by Sujan Kumar K. Saha, Sudeshna Sarkar, Pabitra Mitra posted to clustering crf feature-selection maximum-entropy memm named-entity-recognition svm word-clustering by henk-cul to the group dbmi-nlp on 2009-06-24 14:38:46 as
	Learning the Scope of Hedge Cues in Biomedical Texts [My Copy] In Proceedings of the BioNLP 2009 Workshop (June 2009), pp. 28-36. by Roser Morante, Walter Daelemans posted to biomedical bioscope-corpus contextual-features crf crfplusplus feature-selection feature-weighting gain-ratio genia-tagger hedge-cues hedging igtree machine-learning memory-based-learning negation scope supervised svm timbl by henk-cul on 2009-06-18 16:43:56 as along with 1 group dbmi-nlp
	A Brief Introduction to Boosting [My Copy] In IJCAI (1999), pp. 1401-1406. by Robert E. Schapire edited by Thomas Dean, Thomas Dean posted to adaboost feature-selection by gabriprat on 2009-06-07 23:40:31 as
	Selection of relevant features and examples in machine learning [My Copy] Artificial Intelligence, Vol. 97 (1997), pp. 245-271. by Avrim L. Blum, Pat Langley posted to example-selection feature-selection journal-paper machine-learning by rramirezp on 2009-06-02 03:31:04 as
	Unsupervised Feature Selection Using Feature Similarity [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 4. (2002) by P. Mitra, C. A. Murthy, S. K. Pal posted to attention feature-selection similarities by Scis0000002 on 2009-06-01 18:43:51 as along with 2 people sugarexpletive vlachmore
	Feature selection in "omics" prediction problems using cat scores and false non-discovery rate control [My Copy] (11 Mar 2009) by Miika Ahdesmäki, Korbinian Strimmer posted to discriminant-analysis feature-selection multivariate by pk506 on 2009-05-26 20:43:45 as
	Consistent Feature Selection for Pattern Recognition in Polynomial Time [My Copy] Journal of Machine Learning Research, Vol. 8 (March 2007), pp. 589-612. by Roland Nilsson, José M. Peña, Johan Björkegren, Jesper Tegnér posted to dimension-reduction feature-selection scalability by sdvillal on 2009-05-21 19:25:53 as
	Feature Over-Selection [My Copy] Structural, Syntactic, and Statistical Pattern Recognition (2006), pp. 622-631. by Sarunas Raudys posted to feature-selection pt stability by gabriprat on 2009-04-25 17:59:36 as
	Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality [My Copy] Structural, Syntactic, and Statistical Pattern Recognition In Lecture Notes in Computer Science, Vol. 5342 (2008), pp. 956-966. by Petr Somol, Jana Novovičová edited by Niels Vitoria Lobo, Takis Kasparis, Fabio Roli, et al.James T. Kwok, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Marco Loog posted to feature-selection pt stability by gabriprat on 2009-04-25 17:49:38 as
	Robust Feature Selection Using Ensemble Feature Selection Techniques [My Copy] In ECML PKDD '08: Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II (2008), pp. 313-325. by Yvan Saeys, Thomas Abeel, Yves Peer posted to feature-selection pt stability by gabriprat on 2009-04-25 17:48:58 as along with 1 person jjrodriguez
	Stability of feature selection algorithms: a study on high-dimensional spaces [My Copy] Knowledge and Information Systems, Vol. 12, No. 1. (1 December 2006), pp. 95-116. by Alexandros Kalousis, Julien Prados, Melanie Hilario posted to feature-selection pt stability by gabriprat on 2009-03-29 16:54:32 as along with 1 person makrehchi
	A stability index for feature selection [My Copy] In IASTED International Conference on Artificial Intelligence and Applications, part of the 25th Multi-Conference on Applied Informatics, Innsbruck, Austria, February 12-14, 2007 (2007), pp. 390-395. by Ludmila I. Kuncheva posted to feature-selection pt stability by gabriprat on 2009-03-29 16:49:00 as
	Improving Stability of Feature Selection Methods [My Copy] Computer Analysis of Images and Patterns In CAIP, Vol. 4673 (2007), pp. 929-936. by Pavel Křížek, Josef Kittler, Václav Hlaváč edited by Walter G. Kropatsch, Martin Kampel, Allan Hanbury posted to feature-selection pt stability test by gabriprat on 2009-03-29 16:04:18 as along with 1 person h-chi
	A comparative study on feature selection in text categorization [My Copy] In Proceedings of ICML-97, 14th International Conference on Machine Learning (1997), pp. 412-420. by Yiming Yang, Jan O. Pedersen edited by Douglas H. Fisher posted to feature-selection information-gain by ashleygeorge on 2009-03-18 13:43:41 as along with 10 people and 3 groups petyaiv ohkura onlyme dongnl markymaypo clickstone yaroslavvb i-stevenson huangsong mote mlkd nlab ARTFL
	Invariant optimal feature selection: A distance discriminant and feature ranking based solution [My Copy] Pattern Recognition, Vol. 41, No. 5. (May 2008), pp. 1429-1439. by J. Liang, S. Yang, A. Winstanley posted to dimension-reduction feature-selection local-learning by sdvillal on 2009-03-16 19:11:11 as

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dimension-reduction	89
machine-learning	18
rough-set	12
svm	12
ensembles	9
text-classification	9
bioinformatics	8
feature-extraction	7
stability	7
clustering	6
crf	6
pt	6
classification	5
relevance	5
spectral	5
statistics	5
survey	5
aascsp	4
attention	4
boosting	4
ensemble-diversity	4
feature-ranking	4
features	4
learning	4
markov-blanket	4
microarray	4
pca	4
review	4
semi-supervised	4
text-categorization	4
aascsp-related-work	3
balanced-winnow	3
bayesian	3
bayesian-classifier	3
cancer	3
case-based-reasoning	3
character-based	3
comparison	3
distance-metrics	3
error-estimation	3
gene-expression	3
imbalanced	3
kernel-machines	3
locality	3
methodology	3
multilabel	3
nlp	3
overfitting	3
winnow	3
active-learning	2
algorithm-selection	2
algorithmic-distance-metrics	2
algorithmics	2
attractivity	2
cedar-db	2
classifier	2
cluster-analysis	2
discretization	2
discriminant-analysis	2
embedded-fs	2
filter	2
forensic	2
ga	2
high-dimensions	2
ica	2
id-expt	2
image-processing	2
invariances	2
journal-paper	2
maxent	2
maximum-entropy	2
memm	2
morphology-project	2
multivariate	2
mutual-information	2
naive-bayes	2
named-entity-recognition	2
nn	2
occ-others	2
population-based	2
random-subspace-method	2
scale-spaces	2
selecting	2
small-sample-size-problem	2
sparsity	2
speech	2
supervised	2
weighting-feature-selection	2
wide-margin	2
word-clustering	2
wrapper	2
writer-id	2
adaptive	1
constructive-induction	1
criteria	1
example-selection	1
gauges	1
hybrid	1
non-acted-speech	1
score	1

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