Experiments with a new boosting algorithm

1996 · 7,582 citations · 30 from inside this corpus

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

35 of 35 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.

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What this paper cites, inside the corpus

Paper	Year	Cited
C4.5: Programs for Machine Learning	1992	23,704
Bagging Predictors	1996	17,191
Fast Effective Rule Induction	1995	3,810
The Strength of Weak Learnability	1990	3,344
Boosting a Weak Learning Algorithm by Majority	1995	1,691

What cites it, inside the corpus

Paper	Year	Cited
Random Forests	2001	131,109
Greedy function approximation: A gradient boosting machine.	2001	30,137
Extreme learning machine: Theory and applications	2006	13,310
Learning from Imbalanced Data	2009	10,209
Ensemble Methods in Machine Learning	2000	8,058
The random subspace method for constructing decision forests	1998	6,904
Pattern Recognition and Neural Networks	1996	6,514
Machine Learning: Algorithms, Real-World Applications and Research Directions	2021	5,368
On combining classifiers	1998	5,302
Learning Deep Architectures for AI	2009	5,077
ADASYN: Adaptive synthetic sampling approach for imbalanced learning	2008	4,556
Extreme learning machine: a new learning scheme of feedforward neural networks	2005	4,122
Popular Ensemble Methods: An Empirical Study	1999	2,988
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:…	2000	2,962
A Short Introduction to Boosting	1999	2,952
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Varia…	1999	2,656
Improved boosting algorithms using confidence-rated predictions	1998	2,573
Learning from class-imbalanced data: Review of methods and applications	2016	2,407
Boosting the margin: a new explanation for the effectiveness of voting methods	1998	2,344
BoosTexter: A Boosting-based System for Text Categorization	2000	2,200
Ensemble deep learning: A review	2022	2,136
The Boosting Approach to Machine Learning: An Overview	2003	2,023
Ensembling neural networks: Many could be better than all	2002	1,990
Improved Boosting Algorithms Using Confidence-rated Predictions	1999	1,966
RUSBoost: A Hybrid Approach to Alleviating Class Imbalance	2009	1,890
Classification in the Presence of Label Noise: A Survey	2014	1,777
SMOTEBoost: Improving Prediction of the Minority Class in Boosting	2003	1,680
Kernel methods in machine learning	2008	1,618
Support vector machines for spam categorization	1999	1,480
Cost-sensitive boosting for classification of imbalanced data	2007	1,438

Links

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Topics

Machine Learning and Data Classification	Computer Science
Machine Learning and Algorithms	Computer Science
Imbalanced Data Classification Techniques	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.
supports19 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.

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