Wrappers for feature subset selection

1997 · Artificial Intelligence · 8,991 citations · 9 from inside this corpus

No abstract in the source record.

36 of 37 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
C4.5: Programs for Machine Learning	1992	23,704
Artificial intelligence: a modern approach	1995	22,262
Classification and Regression Trees.	1986	21,044
Genetic Algorithms in Search, Optimization and Machine Learning	1988	17,777
Bagging Predictors	1996	17,191
Bagging predictors	1996	16,468
Induction of Decision Trees	1986	15,020
Induction of decision trees	1986	12,427
The perceptron: A probabilistic model for information storage and organization in the bra…	1958	11,965
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection	1995	10,743
UCI Repository of machine learning databases	1998	10,546
Stacked generalization	1992	7,777
Instance-Based Learning Algorithms	1991	4,128
Neural Networks and the Bias/Variance Dilemma	1992	3,612
The Strength of Weak Learnability	1990	3,344
A Practical Approach to Feature Selection	1992	2,996
Pattern recognition : a statistical approach	1982	2,927
Instance-based learning algorithms	1991	2,917
The strength of weak learnability	1990	2,477
Irrelevant Features and the Subset Selection Problem	1994	2,388
UCI Repository of Machine Learning Databases	1996	2,343
Machine Learning, Neural and Statistical Classification	1995	2,193
The Weighted Majority Algorithm	1994	2,034
The feature selection problem: traditional methods and a new algorithm	1992	1,839
Neural Network Ensembles, Cross Validation, and Active Learning	1994	1,803
Boosting a Weak Learning Algorithm by Majority	1995	1,691
Proceedings of the 20th conference on Uncertainty in artificial intelligence	2004	1,548

What cites it, inside the corpus

Paper	Year	Cited
Feature Selection with the Boruta Package	2010	5,387
Bayesian Network Classifiers	1997	4,754
Machine learning applications in cancer prognosis and prediction	2014	3,382
Selection of relevant features and examples in machine learning	1997	3,309
Variable selection using random forests	2010	2,615
An extensive empirical study of feature selection metrics for text classification	2003	2,390
A Survey on Evolutionary Computation Approaches to Feature Selection	2015	1,845
A survey of techniques for internet traffic classification using machine learning	2008	1,664
Mining Multi-label Data	2009	1,410

Links

DOI · OpenAlex record

Topics

Machine Learning and Data Classification	Computer Science
Imbalanced Data Classification Techniques	Computer Science
Face and Expression Recognition	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports2 author record(s) attached.
supports195 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:43+00:00.

sha256 5cad55ac5d4d41e1…