article Open AccessTop 1% cited
Instance-based learning algorithms
Machine Learning · 1991 · Vol. 6(1) · pp. 37–66
David W. Aha✉(University of California, Irvine)Dennis Kibler(University of California, Irvine)Marc K. Albert(University of California, Irvine)
Machine Learning and Data ClassificationImbalanced Data Classification TechniquesMachine Learning and AlgorithmsComputer scienceMachine learningDecision treeArtificial intelligenceAlgorithmInstance-based learningNoise (video)Set (abstract data type)Weighted Majority AlgorithmID3 algorithm
Citations
2,904
FWCI
37.65
field-weighted impact
References
45
Percentile
100%
vs. same field & year
Citations per year
Cited by
Novel machine learning techniques for detection of diabetes
International Journal of Engineering in Computer Science · 2020 · 0 citations
Fuzziness based semi-supervised learning approach for intrusion detection system
Information Sciences · 2016 · 542 citations
An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
Pattern Recognition · 2011 · 762 citations
k-Nearest Neighbour Classifiers - A Tutorial
ACM Computing Surveys · 2021 · 825 citations
Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series
Applied Soft Computing · 2019 · 512 citations
Reduction Techniques for Instance-Based Learning Algorithms
Machine Learning · 2000 · 1,180 citations
Is Combining Classifiers with Stacking Better than Selecting the Best One?
Machine Learning · 2004 · 880 citations
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
Machine Learning · 1998 · 1,248 citations
References
Classification and Regression Trees.
Biometrics · 1984 · 23,850 citations
International application of a new probability algorithm for the diagnosis of coronary artery disease
The American Journal of Cardiology · 1989 · 650 citations
The condensed nearest neighbor rule (Corresp.)
IEEE Transactions on Information Theory · 1968 · 1,717 citations
Context theory of classification learning.
Psychological Review · 1978 · 2,982 citations
Incremental Induction of Decision Trees
Machine Learning · 1989 · 793 citations
Nearest neighbor pattern classification
IEEE Transactions on Information Theory · 1967 · 15,642 citations
Principles of Neurodynamics.
American Mathematical Monthly · 1963 · 2,222 citations
Cognition and Categorization
The American Journal of Psychology · 1979 · 5,306 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.