統計與計算 SCIE

期刊簡介預計審稿時間： 較慢,6-12周

Statistics and Computing is a bi-monthly refereed journal which publishes papers covering the range of the interface between the statistical and computing sciences.

In particular, it addresses the use of statistical concepts in computing science, for example in machine learning, computer vision and data analytics, as well as the use of computers in data modelling, prediction and analysis. Specific topics which are covered include: techniques for evaluating analytically intractable problems such as bootstrap resampling, Markov chain Monte Carlo, sequential Monte Carlo, approximate Bayesian computation, search and optimization methods, stochastic simulation and Monte Carlo, graphics, computer environments, statistical approaches to software errors, information retrieval, machine learning, statistics of databases and database technology, huge data sets and big data analytics, computer algebra, graphical models, image processing, tomography, inverse problems and uncertainty quantification.

In addition, the journal contains original research reports, authoritative review papers, discussed papers, and occasional special issues on particular topics or carrying proceedings of relevant conferences. Statistics and Computing also publishes book review and software review sections.

《統計與計算》是一份雙月刊的同行評審期刊，發表涵蓋統計學和計算科學之間各個領域的論文。

特別是，它涉及統計概念在計算機科學中的應用，例如在機器學習、計算機視覺和數據分析中的應用，以及計算機在數據建模、預測和分析中的應用。涵蓋的具體主題包括：評估分析上難以解決的問題的技術，例如引導重采樣、馬爾可夫鏈蒙特卡羅、序貫蒙特卡羅、近似貝葉斯計算、搜索和優化方法、隨機模擬和蒙特卡羅、圖形、計算機環境、軟件錯誤的統計方法、信息檢索、機器學習、數據庫統計和數據庫技術、海量數據集和大數據分析、計算機代數、圖形模型、圖像處理、斷層掃描、逆問題和不確定性量化。

此外，該期刊還包含原創研究報告、權威評論論文、討論論文以及關于特定主題或相關會議論文集的偶爾特刊。 《統計與計算》還出版書評和軟件評論部分。

《Statistics And Computing》(統計與計算)編輯部通訊方式為SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ。如果您需要協助投稿或潤稿服務，您可以咨詢我們的客服老師。我們專注于期刊咨詢服務十年，熟悉發表政策，可為您提供一對一投稿指導，避免您在投稿時頻繁碰壁，節省您的寶貴時間，有效提升發表機率，確保SCI檢索（檢索不了全額退款）。我們視信譽為生命，多方面確保文章安全保密，在任何情況下都不會泄露您的個人信息或稿件內容。