Computational Analysis Publications

Publications in Computational Analysis

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

Computational Analysis

1.6K

Publications

83.2K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Collective Classification in Network Data Prithviraj Sen, Galileo Namata, Mustafa Bilgic, AI Magazine Graph Representation LearningMachine LearningEngineeringProtein Interaction NetworksComputational Analysis	2008	3.2K
Nonlinear principal component analysis using autoassociative neural networks Mark Kramer AIChE Journal EngineeringMachine LearningData ScienceData MiningPattern Recognition	1991	3K
The text mining handbook: advanced approaches in analyzing unstructured data Choice Reviews Online EngineeringMining 2Computational AnalysisText Mining HandbookMining Methods	2007	1.6K
Whole-Brain Imaging with Single-Cell Resolution Using Chemical Cocktails and Computational Analysis Etsuo A. Susaki, Kazuki Tainaka, Dimitri Perrin, Cell Tissue ImagingEngineeringMicroscopyAdvanced ImagingComputational Analysis	2014	1.3K
Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells Florian Buettner, Kedar Nath Natarajan, Francesco Paolo Casale, Nature Biotechnology GeneticsComputational AnalysisTranscriptomics TechnologyGenomicsSpatial Omics	2015	1.3K
Text Mining Infrastructure in<i>R</i> Ingo Feinerer, Kurt Hornik, David Meyer Journal of Statistical Software Text Mining ApplicationsEngineeringComputer AnalysisComputational AnalysisMining Methods	2008	1.1K
Sentiment strength detection for the social web Mike Thelwall, Kevan Buckley Journal of the American Society for Information Science and Technology EngineeringComputational AnalysisCommunicationSentiment AnalysisCorpus Linguistics	2011	1.1K
On Consistency and Sparsity for Principal Components Analysis in High Dimensions Iain M. Johnstone, Arthur Yu Lu Journal of the American Statistical Association Principal Component VectorEngineeringComputational AnalysisPrincipal Components AnalysisHigh Dimensions	2009	867
A computational analysis of the relationship between neuronal and behavioral responses to visual motion KH Britten, WT Newsome, J. Anthony Movshon Journal of Neuroscience Mt RecordingsComputational AnalysisAttentionSocial SciencesEarly Vision	1996	864
Imaging spectroscopy: Earth and planetary remote sensing with the USGS Tetracorder and expert systems R. N. Clark, Gregg A. Swayze, Keith E. Livo, Journal of Geophysical Research Atmospheres EngineeringMultispectral ImagingComputational AnalysisChemistryOptical Characterization	2003	819
A Faceted Classification Scheme for Computer-Mediated Discourse Susan C. Herring Indiana Magazine of History (Indiana University) EngineeringPragmatic AnalysisComputational AnalysisCommunicationCorpus Linguistics	2007	682
Distributional clustering of words for text classification Lee D. Baker, Andrew Kachites McCallum EngineeringComputational AnalysisText MiningNatural Language ProcessingInformation Retrieval	1998	681

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