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Keyword

big data science

Description: The interdisciplinary practice of extracting knowledge and insights from large-scale data using computational, statistical, and domain-specific methods.
OpenAlex ID: keywords/big-data-science
The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery
2013 · Melanie Swan · Big Data · 931
Big-Data Science in Porous Materials: Materials Genomics and Machine Learning
2020 · Kevin Maik Jablonka, Daniele Ongari, et al. · Chemical Reviews · 632
What difference does quantity make? On the epistemology of Big Data in biology
2014 · S Leonelli · Big Data & Society · 290
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Big Earth data: A new frontier in Earth and information sciences
2017 · Huadong Guo · Big Earth Data · 227
Big Data Science: Opportunities and Challenges to Address Minority Health and Health Disparities in the 21st Century
2017 · Xinzhi Zhang, Eliseo J. Pérez-Stable, et al. · Ethnicity & Disease · 196
Proceedings of the 34th ACM International Conference on Information and Knowledge Management
2025 · Snehasis Mukhopadhyay, ChengXiang Zhai, et al. · 167
Big Data and Science: Myths and Reality
2015 · H.V. Jagadish · Big Data Research · 151
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service
2018 · Radwa Elshawi, Sherif Sakr, et al. · Big Data Research · 141
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Big data analytics and big data science: a survey
2016 · Yong Chen, Hong Chen, et al. · Journal of Management Analytics · 137
Software-Defined Networking for Big-Data Science - Architectural Models from Campus to the WAN
2012 · Inder Monga, Eric Pouyoul, et al. · 57
Spatial Big Data Science
2017 · Zhe Jiang, Shashi Shekhar · Springer eBooks · 56
The Sciences Underlying Smart Sustainable Urbanism: Unprecedented Paradigmatic and Scholarly Shifts in Light of Big Data Science and Analytics
2019 · Simon Elias Bibri · Smart Cities · 50
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Nursing Knowledge
2015 · Bonnie L. Westra, Thomas R. Clancy, et al. · Nursing Administration Quarterly · 50
AmoebaNet: An SDN-enabled network service for big data science
2018 · S.A.R. Shah, Wenji Wu, et al. · Journal of Network and Computer Applications · 47
Neuroblastoma, a Paradigm for Big Data Science in Pediatric Oncology
2016 · Brittany Salazar, Emily Balczewski, et al. · International Journal of Molecular Sciences · 46
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Big Data Science and Analytics for Smart Sustainable Urbanism: Unprecedented Paradigmatic Shifts and Practical Advancements
2020 · Simon Elias Bibri · 39
Functional Neuroimaging in the New Era of Big Data
2019 · Xiang Li, Ning Guo, et al. · Genomics Proteomics & Bioinformatics · 37
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Reproducible big data science: A case study in continuous FAIRness
2019 · Ravi Madduri, Kyle Chard, et al. · PLoS ONE · 37
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2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE)
2019 · 36
Big data approaches to the spatial ecology and conservation of marine megafauna
2022 · David Grémillet, Damien Chevallier, et al. · ICES Journal of Marine Science · 35
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PanDA: Production and Distributed Analysis System
2024 · Tadashi Maeno, Aleksandr Alekseev, et al. · Computing and Software for Big Science · 33
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Philosophy of Big Data: Expanding the Human-Data Relation with Big Data Science Services
2015 · Melanie Swan · IEEE International Conference on Big Data Computing Service and Applications (BigDataService) · 32
A call to action: Engage in big data science
2014 · Thomas R. Clancy, Kathryn H. Bowles, et al. · Nursing Outlook · 32
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Emergence and Evolution of Big Data Science in HIV Research: Bibliometric Analysis of Federally Sponsored Studies 2000-2019
2021 · Chen Liang, Shan Qiao, et al. · International Journal of Medical Informatics · 27
Big Data Science and Its Applications in Health and Medical Research: Challenges and Opportunities
2016 · Yulan Liang, Arpad Kelemen · Journal of Biometrics & Biostatistics · 24
Works count: 254
Citation count: 4,203
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