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Big data mining and complexity / Brian C. Castellani, Rajeev Rajaram.
- Format:
- Book
- Author/Creator:
- Castellani, Brian, 1966- author.
- Rajaram, Rajeev, author.
- Series:
- The Sage quantitative research kit.
- The Sage quantitative research kit
- Language:
- English
- Subjects (All):
- Data mining.
- Big data.
- Quantitative research.
- Data Mining.
- Medical Subjects:
- Data Mining.
- Physical Description:
- 1 online resource (xiv, 212 pages) : illustrations, maps
- Place of Publication:
- London ; Thousand Oaks, California : SAGE publications, [2021]
- Contents:
- Introduction
- The Failure of Quantitative Social Science
- What is Big Data?
- What is Data Mining?
- The Complexity Turn
- Case-Based Complexity : A Data Mining Vocabulary
- Classification and Clustering
- Machine Learning
- Predictive Analytics and Data Forecasting
- Longitudinal Analysis
- Geospatial Modeling
- Complex Network Analysis
- Textual and Visual Data Mining
- Conclusion : Advancing A Complex Digital Social Science.
- Notes:
- Includes bibliographical references (pages [195]-206) and index.
- Electronic reproduction. Ann Arbor, MI Available via World Wide Web.
- Online resource; title from digital title page (viewed on April 15, 2022).
- Local Notes:
- Acquired for the Penn Libraries with assistance from the John Lammey Stewart Memorial Library Fund.
- Other Format:
- Print version: Castellani, Brian, 1966- Big data mining and complexity.
- ISBN:
- 9781529711011
- 1529711010
- 9781529710991
- 1529710995
- Publisher Number:
- 99995770317
- Access Restriction:
- Restricted for use by site license.
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