Journal of Machine Learning Research · 2010 · 324 citations · 21 references
ComputingComputer ScienceMathematicsMachine LearningStatistical LearningStatisticsBias-variance TradeoffClassificationNeural NetworksPattern RecognitionStatistical InferenceSupervised LearningLearnabilityStability Of Learning AlgorithmsStatistical Learning TheoryUniform Stability
The diagnosis of cellulitis is based primarily on history and physical examination. Treatment of uncomplicated cellulitis should be directed against Streptococcus and methicillin-sensitive S. aureus. Failure to improve with appropriate first-line antibiotics should prompt consideration for resistant organisms, secondary conditions that mimic cellulitis, or underlying complicating conditions such as immunosuppression, chronic liver disease, or chronic kidney disease.
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Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations
The Nature of Statistical Learning
Vladimir Vapnik · Medical Entomology and Zoology · 1995 · 2.3K citations
Learnability and the Vapnik-Chervonenkis dimension
Anselm Blumer, Andrzej Ehrenfeucht, David Haussler et al. · Journal of the ACM · 1989 · 1.9K citations · Full text