JMLFS Code of Ethics

Publication Ethics

JMLFS is an open access journal committed to provide the wider scientific community with high-quality studies on the design and behaviour of learning in intelligent systems, the latter being either conceptually conceived as part of the field of Computer Sciences or else being practically applied to fundamental Sciences (mathematics, physics, chemistry and biology). JMLFS also hosts a repository of ML open source software collecting implementations of non-trivial algorithms. All manuscripts are subject to peer-review and to being approved by the Editor-in-Chief to meet common standards of academic excellence.

Believing in the vital role of peer-reviewed journals in developing and maintaining a valuable and comprehensive knowledge sharing system, JMLFS follows in full the publication code of ethics through the peer review process.

Duplicate Submission and Plagiarism

Manuscripts submitted to JMLFS should be original. Accordingly, all submitted manuscripts will be checked for editorial originality using the CrossCheck database. Manuscripts should not be submitted elsewhere while being under review by JMLFS. Manuscripts should not have been published previously or accepted for publication elsewhere, either in whole or in part.

Extended versions of articles published in conference proceedings could be considered provided that the original work is properly cited and the manuscript presents significant novel data and content.

In case of usage of a work which is under review or in press, it should be cited.

Authors are required to gain the copyright holder permission to reuse any figures or tables in the submitted manuscript.

Manuscripts that will be found to be copied from other sources will not be considered by JMLFS.

It is prohibited for the editors and the reviewers to share the submitted manuscript with any third party during the peer-review process. Only the final version of the accepted manuscript will be made public after final approval of the corresponding author.

Redundant Publication

Manuscripts resulting from the inappropriate division of one study will be requested to be merged into a single manuscript or be rejected.

Data Fabrication

JMLFS publishes only original data and results. Any manuscript found to include falsified or fabricated data, results, figures or tables will be rejected.

Citation Manipulation

Manuscripts that will include references for the purpose of increasing the citations of a certain author’s work or a certain journal will be rejected.

It is totally prohibited for the editors and the reviewers to ask for corrections to add citations of their articles or journals merely to increase their own citations.


All authors listed in the submitted manuscript must have made a significant scientific contribution to the research submitted and agreed to be included in the author list of the manuscript.

All authors should be clearly listed with up-to-date contact details and affiliations.

All authors will be held responsible for any false statement.

An acknowledgment should be made to anyone or any organisation, other than the authors, that contributed to the manuscript preparation with their permission.

Conflicts of Interest

The conflicts of interest statement is required for all manuscripts submitted to JMLFS. If there are no conflicts of interest, the author(s) should indicate “The author(s) declare(s) no conflicts of interest” in the submitted manuscript.

Conflicts of Interest include the following.

Financial: Funding support (including salaries, equipment, supplies, services, and other expenses) received by the author(s) from organisations that may influence the outcome of the work.

Employment: Employment by an organisation or on the advisory board of any entity that may influence the outcome of the work.

Intellectual Property: Existing trademarks with an interest in the outcome of the work.

Non-Financial: Non-financial competing interests include (but are not limited to):

Personal and professional relations with individuals or organisations.

Unpaid membership in any entity with an interest in the outcome of the work.

Authors must declare any type of conflicts of interest in the submitted manuscript in the “Conflicts of Interest” section.

Authors must declare any funding contributing to the publication submitted whether current or recent in the Acknowledgement section.

Involvement of anyone other than the authors or entity in the work of the manuscript should be declared in the Acknowledgement section.

The declared conflicts of interest will be considered by the JMLFS Editor-in-Chief.

Editors/Reviewers should not be involved in a manuscript in the following cases

Share the same affiliation with the authors.

Have a personal or professional connection which may influence their editorial or review practice.

Have a current/previous collaboration with any of the authors.

Any reason that may affect objectivity.


Sanctions will be applied to the author(s) who violate(s) JMLFS publication ethics policies.

Sanctions will include the following.

- Manuscripts will be directly rejected.

- Authors will not be allowed to re-submit their manuscript to JMLFS.

- Authors cannot act as editors or reviewers in JMLFS.

Corrigendum, Erratum, and Retraction

 Once an error is identified after publication, the following actions will be taken.

If the error has been made by the authors, it will be corrected by a corrigendum.

If the error has been made by the publisher, it will be corrected by an erratum.

If the error has been significant so as to affect the conclusions of the research, a retraction should be made.

Any case of misconduct will require a retraction.