Mining Methods Publications

Publications in Mining Methods

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

Mining Methods

8.1K

Publications

491.3K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Greedy function approximation: A gradient boosting machine. Jerome H. Friedman The Annals of Statistics EngineeringMachine LearningData MiningPattern RecognitionGreedy Function Approximation	2001	27.3K
Classification and Regression by randomForest Andy Liaw, Matthew C. Wiener Artificial IntelligenceEngineeringMachine LearningMining MethodsClassification Trees	2007	18.4K
Mining sequential patterns R. K. Agrawal, Ramakrishnan Srikant Relational QueriesKnowledge Discovery In DatabasesEngineeringFrequent Pattern MiningData Science	2002	5.1K
Feature Selection with the<b>Boruta</b>Package Miron B. Kursa, Witold R. Rudnicki Journal of Statistical Software Relevant VariablesData ClassificationEngineeringInformation RetrievalData Science	2010	4.9K
Ensemble learning: A survey Omer Sagi, Lior Rokach Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery EngineeringMachine LearningMining MethodsEnsemble MethodsClassification Method	2018	2.9K
Selecting thresholds of occurrence in the prediction of species distributions Canran Liu, Pam Berry, Terence P. Dawson, Ecography Search OptimizationEngineeringMachine LearningDiagnosisSpecies Occurrence	2005	2.6K
Improved boosting algorithms using confidence-rated predictions Robert E. Schapire, Yoram Singer EngineeringMachine LearningMining MethodsText MiningNatural Language Processing	1998	2.6K
DBSCAN Revisited, Revisited Erich Schubert, Jörg Sander, Martin Ester, ACM Transactions on Database Systems Cluster ComputingEngineeringDbscan PerformanceDatabasesBig Data Indexing	2017	2.5K
Classification and regression trees Wei‐Yin Loh Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery EngineeringMachine LearningMining MethodsDecision AnalyticsKnowledge Discovery In Databases	2011	2.1K
gSpan: graph-based substructure pattern mining Xifeng Yan, Jiawei Han EngineeringGraph TheoryData ScienceData MiningFrequent Pattern Mining	2003	2K
Dynamic itemset counting and implication rules for market basket data Sergey Brin, Rajeev Motwani, Jeffrey D. Ullman, EngineeringDynamic Itemset CountingBusiness IntelligencePattern DiscoveryPattern Mining	1997	2K
The KDD process for extracting useful knowledge from volumes of data Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth Communications of the ACM EngineeringDatabasesData CurationUseful KnowledgeData Publishing	1996	1.9K

Page 1