Concepedia

Guest Editors' Introduction: On Applied Research in Machine Learning

Foster Provost, Ron Kohavi

Machine Learning · 1998 · 378 citations · 16 references

Open access

Concepts

ComputingComputer ScienceData ScienceAlgorithmsArtificial IntelligenceMachine LearningDeep LearningKernel MethodsNeural NetworksRepresentation LearningSupport Vector MachinesUnsupervised LearningAutomated Machine LearningClassical Machine LearningEnsemble SamplingMachine Learning AnalyticsMachine Learning Bias CorrectionMachine Learning ClassificationStatistical Learning Theory

References

16

The Structure of Scientific Revolutions.

David Böhm, Thomas Kühn · The Philosophical Quarterly · 1964 · 9.2K citations

Humanities, Philosophy, Intellectual History +14

Data mining and knowledge discovery: making sense out of data

U.M. Feyyad · IEEE Expert · 1996 · 4.7K citations

Computing, Computer Science, Information Technology +12

UCI Repository of Machine Learning Databases

Christopher J. Merz · Medical Entomology and Zoology · 1996 · 2.3K citations

Computing, Computer Science, Data Mining +9

The KDD process for extracting useful knowledge from volumes of data

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth · Communications of the ACM · 1996 · 1.9K citations · Full text

Computing, Computer Science, Information Systems +11

Machine Learning for the Detection of Oil Spills in Satellite Radar Images

Miroslav Kubát, Robert C. Holte, Stan Matwin · Machine Learning · 1998 · 1.3K citations · Full text

Computing, Computer Science, Environmental Engineering +14