UCI Repository of machine learning databases

1998 · Medical Entomology and Zoology · 10,546 citations · 39 from inside this corpus

No abstract in the source record.

36 of 36 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 cites it, inside the corpus

Paper	Year	Cited
SMOTE: Synthetic Minority Over-sampling Technique	2002	32,402
Extreme learning machine: Theory and applications	2006	13,310
Statistical Comparisons of Classifiers over Multiple Data Sets	2006	11,215
Data clustering: 50 years beyond K-means	2009	9,368
Extremely randomized trees	2006	9,068
Wrappers for feature subset selection	1997	8,991
Extreme Learning Machine for Regression and Multiclass Classification	2011	5,581
A study of the behavior of several methods for balancing machine learning training data	2004	4,222
Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning	2005	4,049
Support Vector Data Description	2003	3,526
A Survey of Outlier Detection Methodologies	2004	3,382
A Short Introduction to Boosting	1999	2,952
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Varia…	1999	2,656
Universal Approximation using Incremental Constructive Feedforward Networks with Random H…	2006	2,636
Exploratory Undersampling for Class-Imbalance Learning	2008	2,504
Classification assessment methods	2018	2,377
Boosting the margin: a new explanation for the effectiveness of voting methods	1998	2,344
A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification…	2001	2,307
A kernel two-sample test	2012	2,224
Using AUC and accuracy in evaluating learning algorithms	2005	2,163
Model compression	2006	2,118
The Boosting Approach to Machine Learning: An Overview	2003	2,023
Ensembling neural networks: Many could be better than all	2002	1,990
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks	2006	1,981
Improved Boosting Algorithms Using Confidence-rated Predictions	1999	1,966
A Kernel Method for the Two-Sample-Problem	2007	1,949
Multi-class AdaBoost	2009	1,916
Rotation Forest: A New Classifier Ensemble Method	2006	1,911
RUSBoost: A Hybrid Approach to Alleviating Class Imbalance	2009	1,890
Predicting good probabilities with supervised learning	2005	1,751
SMOTEBoost: Improving Prediction of the Minority Class in Boosting	2003	1,680
Large Margin DAG's for Multiclass Classification	1999	1,646
Support vector domain description	1999	1,626
Machine learning: a review of classification and combining techniques	2006	1,562
Learning with Drift Detection	2004	1,531
Expectation Propagation for approximate Bayesian inference	2013	1,460

Links

OpenAlex record

Topics

Neural Networks and Applications	Computer Science
Machine Learning and Data Classification	Computer Science
Data Mining Algorithms and Applications	Computer Science

Is this record sound?

partial

One field of this record is missing or disagrees with another. What is shown below is what the source publishes.

supports1 author record(s) attached.
weakensNo references are recorded despite 10,546 citations. A paper this heavily cited did not cite nothing, so the record is incomplete.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:40+00:00.

sha256 7e3d99a592f7f61f…