Predictive Analytics Publications

Publications in Predictive Analytics

Explore the most influential research papers and scholarly works that have shaped Predictive Analytics. Use the concept filter below to focus on a specific sub-area of research.

Predictive Analytics

116.5K

Publications

7.5M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Applied logistic regression Choice Reviews Online Quantitative MethodsEngineeringMachine LearningLogistic Regression ModelsPredictive Analytics	1990	35.6K
Classification and Regression Trees. Alexander Gordon, Leo Breiman, Jerome H. Friedman, Biometrics Data Analysis MethodEngineeringMachine LearningData ScienceData Mining	1984	23.8K
A Survey on Transfer Learning Sinno Jialin Pan, Qiang Yang IEEE Transactions on Knowledge and Data Engineering EngineeringMachine LearningKnowledge TransferData MiningPattern Recognition	2009	22.5K
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting Yoav Freund, Robert E. Schapire Journal of Computer and System Sciences Mathematical ProgrammingDecision-theoretic GeneralizationEngineeringMachine LearningData Science	1997	19.8K
Time Series Analysis: Forecasting and Control Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins Journal of Marketing Research Forecasting MethodologyPredictive AnalyticsProcess ControlBusinessForecasting	1977	19.3K
Classification and Regression by randomForest Andy Liaw, Matthew C. Wiener Artificial IntelligenceEngineeringMachine LearningMining MethodsClassification Trees	2007	18.4K
"Why Should I Trust You?" Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin Artificial IntelligenceEngineeringMachine LearningTrust Management ArchitectureVerification	2016	14K
<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i> Stef van Buuren, Karin Groothuis‐Oudshoorn Journal of Statistical Software R PackageEngineeringLatent ModelingData SciencePassive Imputation	2011	12.8K
A tutorial on support vector regression Alex Smola, Bernhard Schölkopf Statistics and Computing Support Vector MachineEngineeringPattern RecognitionPredictive AnalyticsSupport Vector Regression	2004	12.6K
Matrix Factorization Techniques for Recommender Systems Yehuda Koren, Robert Bell, Chris Volinsky Computer EngineeringMachine LearningMatrix Factorization ModelsInformation RetrievalData Science	2009	11.4K
Missing data: Our view of the state of the art. Joseph L. Schafer, John W. Graham Psychological Methods Latent ModelingEngineeringData ScienceStatistical ProceduresEstimation Statistic	2002	10.7K
Cross-Validatory Choice and Assessment of Statistical Predictions M. Stone Journal of the Royal Statistical Society Series B (Statistical Methodology) Cross-validation CriterionEngineeringBehavioral Decision MakingGeneralizability TheoryPsychometrics	1974	10.2K

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