Data Science Publications

Publications in Data Science

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

Data Science

663.6K

Publications

46.3M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning	2016	214.9K
Adam: A Method for Stochastic Optimization Diederik P. Kingma, Jimmy Ba UvA-DARE (University of Amsterdam) Artificial IntelligenceMathematical ProgrammingModel OptimizationMachine VisionMachine Learning	2014	84.5K
ImageNet classification with deep convolutional neural networks Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton Communications of the ACM Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification	2017	75.5K
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan, Andrew Zisserman arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningConvolutional Network Depth	2014	75.4K
NIH Image to ImageJ: 25 years of image analysis Caroline A Schneider, Wayne Rasband, Kevin W. Eliceiri Nature Methods Image AnalysisMachine VisionData ScienceEngineeringPattern Recognition	2012	62.8K
ImageNet: A large-scale hierarchical image database Jia Deng, Wei Dong, Richard Socher, 2009 IEEE Conference on Computer Vision and Pattern Recognition EngineeringMachine LearningImage RetrievalImage DatabaseImage Recognition (Computer Vision)	2009	60.2K
Gradient-based learning applied to document recognition Yann LeCun, Léon Bottou, Yoshua Bengio, Proceedings of the IEEE EngineeringMachine LearningMultilayer Neural NetworksImage AnalysisData Science	1998	56.5K
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
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm A. P. Dempster, N. M. Laird, Donald B. Rubin Journal of the Royal Statistical Society Series B (Statistical Methodology) Statistical Signal ProcessingMixture DistributionEngineeringData ScienceIncompleteness	1977	49.2K
Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support Paul A. Harris, Robert Taylor, Robert J. Thielke, Journal of Biomedical Informatics EngineeringData ScienceMetadata ManagementManagementWorkflow Process	2008	48.8K
UCSF Chimera—A visualization system for exploratory research and analysis Eric F. Pettersen, Thomas D. Goddard, Conrad C. Huang, Journal of Computational Chemistry Interactive VisualizationExtensible Visualization SystemUcsf ChimeraEngineeringData Science	2004	46.8K
Going deeper with convolutions Christian Szegedy, Wei Liu, Yangqing Jia, Image ClassificationDeep Neural NetworksImage AnalysisMachine LearningData Science	2015	46.2K

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