Data Mining Publications

Publications in Data Mining

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

Data Mining

181.9K

Publications

12.7M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing Yoav Benjamini, Yosef Hochberg Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringStatistical FoundationPowerful ApproachDiagnosisData Mining	1995	105.5K
XGBoost Cluster ComputingEngineeringMachine LearningMachine Learning ToolInformation Retrieval	2016	44.2K
A Threshold Selection Method from Gray-Level Histograms Nobuyuki Otsu IEEE Transactions on Systems Man and Cybernetics Image AnalysisMachine VisionEngineeringData MiningPattern Recognition	1979	42.3K
LIBSVM Chih-Chung Chang, Chih‐Jen Lin ACM Transactions on Intelligent Systems and Technology Data ClassificationSupport Vector MachineClassification MethodImage AnalysisMachine Vision	2011	41.1K
Multivariate Data Analysis. H. Herne, William W. Cooley, Paul R. Lohnes Journal of the Royal Statistical Society Series A (General) Parallel AnalysisUnivariate AnalysisMultivariate Data AnalysisEngineeringData Science	1973	35.8K
Greedy function approximation: A gradient boosting machine. Jerome H. Friedman The Annals of Statistics EngineeringMachine LearningData MiningPattern RecognitionGreedy Function Approximation	2001	27.3K
UCI Machine Learning Repository Arthur Asuncion Medical Entomology and Zoology EngineeringMachine LearningData ScienceData MiningPattern Recognition	2007	24.3K
Classification and Regression Trees. Alexander Gordon, Leo Breiman, Jerome H. Friedman, Biometrics Data Analysis MethodEngineeringMachine LearningData ScienceData Mining	1984	23.8K
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre, EngineeringMachine LearningRecurrent Neural NetworkLanguage ProcessingText Mining	2014	23.7K
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
Pattern Recognition and Machine Learning Journal of Electronic Imaging Artificial IntelligenceEngineeringMachine LearningMicroscopyAdvanced Imaging	2007	22K
The meaning and use of the area under a receiver operating characteristic (ROC) curve. J A Hanley, Barbara J. McNeil Radiology EngineeringGeneralizability TheoryBiometricsDiagnosisDisease Classification	1982	21.3K

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