Statistics And Computing

Journal Title：Statistics And Computing

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(tǒng)計(jì)與計(jì)算》是一份雙月刊的同行評(píng)審期刊，發(fā)表涵蓋統(tǒng)計(jì)學(xué)和計(jì)算科學(xué)之間各個(gè)領(lǐng)域的論文。

特別是，它涉及統(tǒng)計(jì)概念在計(jì)算機(jī)科學(xué)中的應(yīng)用，例如在機(jī)器學(xué)習(xí)、計(jì)算機(jī)視覺(jué)和數(shù)據(jù)分析中的應(yīng)用，以及計(jì)算機(jī)在數(shù)據(jù)建模、預(yù)測(cè)和分析中的應(yīng)用。涵蓋的具體主題包括：評(píng)估分析上難以解決的問(wèn)題的技術(shù)，例如引導(dǎo)重采樣、馬爾可夫鏈蒙特卡羅、序貫蒙特卡羅、近似貝葉斯計(jì)算、搜索和優(yōu)化方法、隨機(jī)模擬和蒙特卡羅、圖形、計(jì)算機(jī)環(huán)境、軟件錯(cuò)誤的統(tǒng)計(jì)方法、信息檢索、機(jī)器學(xué)習(xí)、數(shù)據(jù)庫(kù)統(tǒng)計(jì)和數(shù)據(jù)庫(kù)技術(shù)、海量數(shù)據(jù)集和大數(shù)據(jù)分析、計(jì)算機(jī)代數(shù)、圖形模型、圖像處理、斷層掃描、逆問(wèn)題和不確定性量化。

此外，該期刊還包含原創(chuàng)研究報(bào)告、權(quán)威評(píng)論論文、討論論文以及關(guān)于特定主題或相關(guān)會(huì)議論文集的偶爾特刊。 《統(tǒng)計(jì)與計(jì)算》還出版書(shū)評(píng)和軟件評(píng)論部分。

Statistics And Computing創(chuàng)刊于1991年，由Springer US出版商出版，收稿方向涵蓋數(shù)學(xué) - 計(jì)算機(jī)：理論方法全領(lǐng)域，此刊是該細(xì)分領(lǐng)域中屬于非常不錯(cuò)的SCI期刊，在行業(yè)細(xì)分領(lǐng)域中學(xué)術(shù)影響力較大，專業(yè)度認(rèn)可很高，所以對(duì)原創(chuàng)文章要求創(chuàng)新性較高，如果您的文章質(zhì)量很高，可以嘗試。平均審稿速度 較慢,6-12周 ，影響因子指數(shù)1.6，該期刊近期沒(méi)有被列入國(guó)際期刊預(yù)警名單，廣大學(xué)者值得一試。