Journal

 

The journal Machine Learning and Data Analysis publishes original research papers and reviews of the developments in the field of artificial intelligence, theoretical computer science and its applications. The journal aims to promote the theory of machine learning and data mining and methods of conducting computational experiments. Papers are accepted in English and Russian.

The journal is included in the Russian science citation index RSCI. Information about citation to articles can be found at the Russian science citation index website. ISSN 2223-3792. The Crossref journal doi is 10.21469/22233792.

The scope of the journal

  • classification, clustering, regression analysis,
  • multidimensional statistical analysis,
  • Bayesian methods for regression and classification,
  • model selection and complexity,
  • deep learning,
  • Statistical Learning Theory,
  • time series forecasting techniques,
  • methods of signal processing and speech recognition,
  • optimization methods for solving machine learning and data mining problems,
  • methods of big data analysis,
  • data visualization techniques,
  • methods of image processing and recognition,
  • text analysis, text mining and information retrieval,
  • applied data analysis problems.

Archive

Journal archive

Editorial Council

  • Acad. Yury Evtushenko, Computer Science and Control FRC RAS, Moscow
  • Acad. Yury Zhuravlev, Computer Science and Control FRC RAS, Moscow
  • Corr. member Konstantin Rudakov, Computer Science and Control FRC RAS, Moscow
  • Prof. Denis Zorin, New York University’s Courant Institute of Mathematical Sciences, New York

Editorial Board

  • D.Sc. Alexander Dyakonov, Lomonosov Moscow State University, Moscow
  • D.Sc. Michael Khachay, Yeltsin Ural Federal University, Ekaterinburg Institute of Mathematics and Mechanics, Ekaterinburg
  • D.Sc. Ivan Matveev, Moscow Institute of Physics and Technology, Moscow
  • D.Sc. Leonid Mestetskiy, International University in Moscow, Moscow
  • D.Sc. Vadim Mottl, Tula State University, Tula
  • D.Sc. Konstantin Vorontsov, Yandex School of Data Analysis, Moscow
  • D.Sc. Vadim Strijov (Editor-in-Chief), Dorodnicyn Computing Centre of RAS, Moscow

Contacts

  • E-mail: [email protected]
  • Phone: 8 (499) 135-4163
  • Postal address: room 268, house 42, Vavilova st., Moscow, 119333.

Useful links

The policy of the submitted manuscripts review

  1. A manuscript submitted through the Open Journal Systems (OJS) is examined whether it is prepared according to the guidelines and fits the scope of the journal. If these minimum requirements are met the article is registered and rejected otherwise.
  2. The author is notified about the article registration or its rejection within three days after the manuscript submission.
  3. All submitted manuscripts are subjected to a single-blind peer review process participated at least by 3 independent referees who remain anonymous throughout the process.
  4. Referees are matched to the paper according to their expertise. Referees are the members of the Editorial Board or external experts who have a degree and specialize on the subject of the reviewed manuscript. The reviewer cannot be the author (authors) of the manuscript and scientist who has a conflict of interest (e.g. a supervisor and his subordinate, a scientific adviser and his student). Suggestions for referees from the author are welcome though these recommendations may or may not be used. The editors of the journal notify reviewers in advance that by accepting a manuscript for review they also accept an obligation to maintain confidentiality of the manuscript's contents.
  5. Referee reviews on the manuscript are submitted through the OJS. The referees are asked to evaluate whether the manuscript: is original and of sufficient weight and interest; is sound and valid; is clearly presented, including linguistic quality; thoroughly investigates and correctly references previous relevant work and whether sizes of all elements (i.e. text, tables, pictures, references) are adjusted to the manuscript length. At the end of the review the referee gives a reasoned conclusion with the recommendation to accept or reject the manuscript or suggestion for improvement.
  6. In case the referee suggests to improve the manuscript he must provide a list of elements of the manuscript recommended to be edited and his remarks on them.
  7. A decision to accept or reject the manuscript, or to request a revision, is sent to the author along with any recommendations made by the referees, and may include verbatim comments by the referees. The receipt date of a revised manuscript is the date of its submission through the OJS. The revised manuscript is treated as a newly-received. The editors of the journal reserve the right to reject the revised manuscript in case of the author's neglect of the referees remarks.
  8. The referees advise the Editor-in-Chief, who is responsible for the decision to accept or reject the submission.
  9. In case of rejection of the manuscript the author gets a review with a motivated refusal.
  10. The author has the right to withdraw the article at any stage prior to its publication in the journal.
  11. Manuscripts are reviewed within two months after the receipt date.
  12. The journal does not store rejected manuscripts and reviews on them.
  13. The journal has no article processing or submission charges.
  14. The journal applies the Creative Commons Attribution (CC BY) license to the published papers. Under this license authors agree to make papers legally available for reuse, without permission or fees, for virtually any purpose. Anyone may copy, distribute, or reuse these papers, as long as the author and original source are properly cited.
  15. The journal does not accept conference papers, grant reports and technical reports. Submission of review articles is recommended to be arranged in advance with the Editorial Board.