Data Engineering Publications

Publications in Data Engineering

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

Data Engineering

1.8K

Publications

86.8K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Data integration Maurizio Lenzerini Heterogeneous Database SystemOntology-based Data IntegrationData Integration ApplicationEngineeringData Science	2002	2.5K
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
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data Anuj Karpatne, Gowtham Atluri, James H. Faghmous, IEEE Transactions on Knowledge and Data Engineering EngineeringSemantic WebTheory-guided Data ScienceOntology-based Data IntegrationData Science	2017	1.4K
Benchmarking attribute selection techniques for discrete class data mining Mark A. Hall, Geoffrey Holmes IEEE Transactions on Knowledge and Data Engineering EngineeringMachine LearningFeature SelectionOptimization-based Data MiningInformation Retrieval	2003	1.2K
KNIME - the Konstanz information miner Michael R. Berthold, Nicolas Cebron, Fabian Dill, ACM SIGKDD Explorations Newsletter Modular EnvironmentEngineeringInteractive Data ExplorationData PipelinePattern Mining	2009	1.2K
Data-Based Techniques Focused on Modern Industry: An Overview Shen Yin, Xianwei Li, Huijun Gao, IEEE Transactions on Industrial Electronics Data-based TechniquesEngineeringBusiness IntelligenceIndustrial EngineeringData-driven Innovation	2014	981
What you always wanted to know about Datalog (and never dared to ask) Stefano Ceri, Georg Gottlob, Letizia Tanca IEEE Transactions on Knowledge and Data Engineering Relational DatabaseEngineeringDatabasesSemantic WebData Ecosystem	1989	692
Knowledge and data engineering Chittoor V. Ramamoorthy, Benjamin W. Wah IEEE Transactions on Knowledge and Data Engineering EngineeringResearch ProblemsSoftware EngineeringSemantic WebKnowledge Discovery In Databases	1989	667
Building Data Warehouse Sen Wang Computer and Modernization Building Data WarehouseEngineeringBuilding Data WarehousesData ScienceMultidimensional Database	2005	648
Exploring Data Tables, Trends and Shapes. Chris Beaumont, David C. Hoaglin, Frederick Mosteller, Journal of the Royal Statistical Society Series D (The Statistician) Data TablesEngineeringData ScienceData EngineeringData Visualization	1986	619
Chimera: a virtual data system for representing, querying, and automating data derivation Ian Foster, Jens Vöckler, Michael Wilde, Cluster ComputingEngineeringSemantic WebData EcosystemSoftware Analysis	2002	608
Revisions to the JDL data fusion model Alan N. Steinberg, Christopher Bowman, F. E. White Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE EngineeringData Fusion ModelMulti-sensor Information FusionSemantic WebData Fusion Group	1999	603

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