Statistical Analysis and Data Mining The ASA Data Science Journal

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933

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Statistical Analysis and Data Mining The ASA Data Science Journal is a journal.

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Statistical Analysis and Data Mining The ASA Data Science Journal

933

Publications

12.2K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
A survey on unsupervised outlier detection in high‐dimensional numerical data Arthur Zimek, Erich Schubert, Hans‐Peter Kriegel Statistical Analysis and Data Mining The ASA Data Science Journal Euclidean SpaceAnomaly DetectionMachine LearningData ScienceData Mining	2012	837
Random forest missing data algorithms Fei Tang, Hemant Ishwaran Statistical Analysis and Data Mining The ASA Data Science Journal EngineeringMachine LearningData ScienceData MiningDecision Tree	2017	725
Optimal ratio for data splitting V. Roshan Joseph Statistical Analysis and Data Mining The ASA Data Science Journal Mathematical ProgrammingEngineeringMachine LearningData ScienceData Mining	2022	680
Relative clustering validity criteria: A comparative overview Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka Statistical Analysis and Data Mining The ASA Data Science Journal EngineeringSimilarity MeasureEducationNew CriterionMining Methods	2010	317
A classification for community discovery methods in complex networks Statistical Analysis and Data Mining The ASA Data Science Journal Network Theory (Electrical Engineering)EngineeringCommunity MiningNetwork AnalysisSocial Network	2011	292
Roughly balanced bagging for imbalanced data Shohei Hido, Hisashi Kashima, Yutaka Takahashi Statistical Analysis and Data Mining The ASA Data Science Journal Class Imbalance ProblemClassification MethodImbalanced DataEngineeringMachine Learning	2009	218
Random survival forests for high‐dimensional data Hemant Ishwaran, Udaya B. Kogalur, Xi Chen, Statistical Analysis and Data Mining The ASA Data Science Journal EngineeringHigh-dimensional MethodData ScienceData MiningDecision Tree	2011	213
Sequential change‐point detection based on direct density‐ratio estimation Yoshinobu Kawahara, Masashi Sugiyama Statistical Analysis and Data Mining The ASA Data Science Journal Machine VisionImage AnalysisData ScienceData MiningChange Analysis	2011	188
Seriation and matrix reordering methods: An historical overview Innar Liiv Statistical Analysis and Data Mining The ASA Data Science Journal Numerical AnalysisMathematical ProgrammingEngineeringPattern DiscoveryCombinatorial Data Analysis	2010	186
Cluster Ensemble Selection Xiaoli Z. Fern, Wei Lin Statistical Analysis and Data Mining The ASA Data Science Journal Ensemble Selection ProblemCluster ComputingEngineeringMachine LearningFeature Selection	2008	153

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