Communications of the ACM · 2013 · 819 citations · 24 references
ComputingComputer ScienceData ScienceData AnalyticsMachine LearningPredictive AnalyticsData AnalysisData PreprocessingPredictive ModelingStatistical AnalysisTime Series ForecastingTime Series PredictionData-driven Forecasting ModelsPredictionPrediction Models
Big data promises automated actionable knowledge creation and predictive models for use by both humans and computers.
24
F. N. David, John W. Tukey · Biometrics · 1977 · 12.9K citations
Jeannette M. Wing · Communications of the ACM · 2006 · 7.1K citations · Full text
Causality: Models, Reasoning and Inference
Christopher Hitchcock, Judea Pearl · The Philosophical Review · 2001 · 4.8K citations
Statistical Science · 2010 · 2.4K citations · Full text
Jeffrey B. Birch, John W. Tukey · Journal of the American Statistical Association · 1978 · 1.5K citations