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Data Science and Engineering

Data Science and Engineering OnlineFirst articles

22-10-2020 Open Access

Parrot: A Progressive Analysis System on Large Text Collections

The size of textual data continues to grow along with the need for timely and cost-effective analysis, while the growth of computation power cannot keep up with the growth of data. The delays when processing huge textual data can negatively impact …

21-10-2020 Open Access

Heterogeneous CPU-GPU Epsilon Grid Joins: Static and Dynamic Work Partitioning Strategies

Given two datasets (or tables) A and B and a search distance $$\epsilon$$ ϵ , the distance similarity join, denoted as $$A \ltimes _\epsilon B$$ A ⋉ ϵ B , finds the pairs of points ( $$p_a$$ p a , $$p_b$$ p b ), where $$p_a \in A$$ p a ∈ A and …

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About this journal

Data Science and Engineering (DSE) is an international, peer-reviewed, and open access journal published under the brand SpringerOpen. DSE is published on behalf of the China Computer Federation (CCF). Focusing on the theoretical background and advanced engineering approaches, DSE aims to offer a prime forum for researchers, professionals, and industrial practitioners to share their knowledge in this rapidly growing area. It provides in-depth coverage of the latest advances in the closely related fields of data science and data engineering.

More specifically, DSE covers four areas: (i) the data itself, i.e., the nature and quality of the data, especially big data; (ii) the principles of information extraction from data, especially big data; (iii) the theory behind data-intensive computing; and (iv) the techniques and systems used to analyze and manage big data.

DSE publishes high-quality, original research papers, brief reports, and critical reviews in all theoretical, technological, and interdisciplinary studies that make up the fields of data science and engineering and its applications.

This is an open access journal, which is freely accessible online to anyone, anywhere. The open access fees (article-processing charges) are fully sponsored. Authors can publish in the journal without any additional charges.

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