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Data Science
Knowledge-Based Systems • Vol 330
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV
2025
Article

Data Science

Field of study to extract knowledge from data

Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization, algorithms and systems to extract or extrapolate knowledge from potentially noisy, structured, or unstructured data.

Data science also integrates domain knowledge from the underlying application domain (e.g., natural sciences, information technology, and medicine). Data science is multifaceted and can be described as a science, a research paradigm, a research method, a discipline, a workflow, and a profession.

Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data.

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Knowledge-Based Systems • Vol 330
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV
2025
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