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 ClassificationData Stream Mining TechniquesImbalanced Data Classification TechniquesComputer scienceDecision treeMachine learningArtificial intelligenceNoise (video)Set (abstract data type)k-nearest neighbors algorithmTree (set theory)ID3 algorithmIncremental decision tree
Citations
4,094
FWCI
60.24
field-weighted impact
References
60
Percentile
100%
vs. same field & year
Citations per year
Cited by
Fuzziness based semi-supervised learning approach for intrusion detection system
Information Sciences · 2016 · 542 citations
Learning in the Presence of Concept Drift and Hidden Contexts
Machine Learning · 1996 · 1,416 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
The CN2 Induction Algorithm
Machine Learning · 1989 · 2,011 citations
Induction of Decision Trees
Machine Learning · 1986 · 14,589 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.