Knowledge Discovery Publications

Publications in Knowledge Discovery

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

Knowledge Discovery

178.4K

Publications

13.6M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Basic local alignment search tool Stephen F. Altschul, Warren Gish, Webb Miller, Journal of Molecular Biology BioinformaticsEngineeringInformation RetrievalString-searching AlgorithmString Processing	1990	92.8K
A new look at the statistical model identification Hirotugu Akaike IEEE Transactions on Automatic Control Parameter EstimationEngineeringParameter IdentificationData ScienceFinancial Time Series Analysis	1974	49.6K
XGBoost Cluster ComputingEngineeringMachine LearningMachine Learning ToolInformation Retrieval	2016	44.2K
LIBSVM Chih-Chung Chang, Chih‐Jen Lin ACM Transactions on Intelligent Systems and Technology Data ClassificationSupport Vector MachineClassification MethodImage AnalysisMachine Vision	2011	41.1K
Glove: Global Vectors for Word Representation Jeffrey Pennington, Richard Socher, Christopher D. Manning EngineeringMachine LearningVector SpaceCorpus LinguisticsText Mining	2014	33.2K
Learning representations by back-propagating errors David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams Nature EngineeringMachine LearningFeature LearningPattern RecognitionKnowledge Discovery	1986	29.7K
Greedy function approximation: A gradient boosting machine. Jerome H. Friedman The Annals of Statistics EngineeringMachine LearningData MiningPattern RecognitionGreedy Function Approximation	2001	27.3K
Latent dirichlet allocation David M. Blei, Andrew Y. Ng, Michael I. Jordan Journal of Machine Learning Research Latent Dirichlet AllocationEngineeringCorpus LinguisticsAutomatic SummarizationText Mining	2003	26.9K
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
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
Classification and Regression Trees. John Van Ryzin, Leo Breiman, Jerome H. Friedman, Journal of the American Statistical Association Data ClassificationEngineeringMachine LearningData ScienceData Mining	1986	21K

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