Large-scale Data Publications

Publications in Large-scale Data

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

Large-scale Data

592

Publications

30.6K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Database mining: a performance perspective R. K. Agrawal, Tomasz Imieliński, A. Swami IEEE Transactions on Knowledge and Data Engineering EngineeringPattern DiscoveryPattern MiningMining MethodsDatabase Mining Problems	1993	1.5K
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin, Jifeng Dai, Jiaya Jia, Scribble AnnotationsScribble-supervised Convolutional NetworksScene AnalysisMachine VisionImage Analysis	2016	1.1K
Machine Learning With Big Data: Challenges and Approaches Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany, IEEE Access Artificial IntelligenceEngineeringMachine LearningBig Data AnalyticsDecision Analytics	2017	1K
Data mining in education Cristóbal Romero, Sebastián Ventura Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery Mining ProblemEngineeringBusiness IntelligenceEducational InformaticsEducation	2012	773
High-Dimensional Methods and Inference on Structural and Treatment Effects Alexandre Belloni, Victor Chernozhukov, Christian Hansen The Journal of Economic Perspectives EngineeringBig Data AnalyticsTreatment EffectFalse DiscoveryEmpirical Economics	2014	683
Large-Scale Data for Multiple-View Stereopsis Henrik Aanæs, Rasmus Ramsbøl Jensen, George Vogiatzis, International Journal of Computer Vision Machine VisionImage AnalysisData ScienceStereo VisionLarge-scale Data	2016	634
A resource-efficient tool for mixed model association analysis of large-scale data Longda Jiang, Zhili Zheng, Ting Qi, Nature Genetics EngineeringData ScienceData MiningLarge-scale DataKnowledge Discovery	2019	544
Mining Educational Data to Analyze Students Performance Brijesh Kumar, Saurabh Pal International Journal of Advanced Computer Science and Applications EngineeringEducationPattern MiningStudent OutcomeMining Methods	2011	541
State of Industry 5.0—Analysis and Identification of Current Research Trends Aditya Akundi, Daniel Euresti, Sergio Luna, Applied System Innovation EngineeringMachine LearningTerms Artificial IntelligenceIndustrial EngineeringBusiness Intelligence	2022	412
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories Fernando Martínez‐Plumed, Lidia Contreras-Ochando, Cèsar Ferri, IEEE Transactions on Knowledge and Data Engineering EngineeringBusiness IntelligenceData PreparationData-driven InnovationData Science Trajectories	2019	396
Big data meets public health Muin J. Khoury, John P. A. Ioannidis Science EngineeringLarge-scale NoiseData InfrastructureNovel Data SourceBig Data Infrastructure	2014	391
Data Mining: Statistics and More? David J. Hand The American Statistician EngineeringMachine LearningAbstract Data MiningBusiness IntelligencePattern Discovery	1998	342

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