Big Data Analytics Publications

Publications in Big Data Analytics

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

Big Data Analytics

6.7K

Publications

441.4K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Beyond the hype: Big data concepts, methods, and analytics Amir Gandomi, Murtaza Haider International Journal of Information Management EngineeringBig Data AnalyticsBig Data ConceptsBig Data InfrastructureText Mining	2014	4K
Big data: a revolution that will transform how we live, work, and think Choice Reviews Online EngineeringBusiness IntelligenceBig Data AnalyticsBig Data StorageBusiness Analytics	2013	3.7K
Predicting the Future — Big Data, Machine Learning, and Clinical Medicine Ziad Obermeyer, Ezekiel Emanuel New England Journal of Medicine EngineeringMachine LearningIntelligent DiagnosticsMachine Learning ToolBig Data Analytics	2016	3.3K
Traffic Flow Prediction With Big Data: A Deep Learning Approach Yisheng Lv, Yanjie Duan, Wenwen Kang, IEEE Transactions on Intelligent Transportation Systems Convolutional Neural NetworkEngineeringMachine LearningTraffic FlowBig Data Analytics	2014	2.9K
TBtools-II: A “one for all, all for one” bioinformatics platform for biological big-data mining Chengjie Chen, Ya Wu, Jiawei Li, Molecular Plant Biological Big-data MiningEngineeringData ScienceData MiningBiological Database	2023	2.9K
Deep learning applications and challenges in big data analytics Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Journal Of Big Data Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science	2015	2.5K
Data mining with big data Xindong Wu, Xingquan Zhu, Gongqing Wu, IEEE Transactions on Knowledge and Data Engineering Big Data RevolutionBig Data AcquisitionEngineeringData ScienceData Mining	2013	2.4K
Learning from imbalanced data: open challenges and future directions Bartosz Krawczyk Progress in Artificial Intelligence EngineeringMachine LearningBig Data AnalyticsOpen ChallengesImbalanced Learning	2016	2.3K
Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda Yanqing Duan, John S. Edwards, Yogesh K. Dwivedi International Journal of Information Management Artificial IntelligenceResearch AgendaEngineeringData ScienceData Mining	2019	2.3K
Big Data, new epistemologies and paradigm shifts Rob Kitchin Big Data & Society EngineeringBig Data AnalyticsData InfrastructureBig Data InfrastructureSocial Sciences	2014	2.2K
Big data analytics and firm performance: Effects of dynamic capabilities Samuel Fosso Wamba, Angappa Gunasekaran, Shahriar Akter, Journal of Business Research EngineeringFirm PerformanceBusiness IntelligenceData ScienceBig Data Analytics	2016	2K
Big Data and Machine Learning in Health Care Andrew L. Beam, Isaac S. Kohane JAMA EngineeringMachine LearningBig Data AnalyticsOtorhinolaryngologySurgery	2018	1.9K

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