Scimago Journal & Country Rank

International Journal of Machine Learning and Cybernetics

Country United States  - SIR icon SIR Ranking of United States
38
H Index
Subject Area and CategoryComputer Science
Artificial Intelligence
Computer Vision and Pattern Recognition
Software
Publisher Springer Science + Business Media
Publication typeJournals
ISSN1868808X, 18688071
Coverage2010-2020
Scope Cybernetics is concerned with describing complex interactions and interrelationships between systems which are omnipresent in our daily life. Machine Learning discovers fundamental functional relationships between variables and ensembles of variables in systems. The merging of the disciplines of Machine Learning and Cybernetics is aimed at the discovery of various forms of interaction between systems through diverse mechanisms of learning from data. The International Journal of Machine Learning and Cybernetics (IJMLC) focuses on the key research problems emerging at the junction of machine learning and cybernetics and serves as a broad forum for rapid dissemination of the latest advancements in the area. The emphasis of IJMLC is on the hybrid development of machine learning and cybernetics schemes inspired by different contributing disciplines such as engineering, mathematics, cognitive sciences, and applications. New ideas, design alternatives, implementations and case studies pertaining to all the aspects of machine learning and cybernetics fall within the scope of the IJMLC. Key research areas to be covered by the journal include: -Machine Learning for modeling interactions between systems -Pattern Recognition technology to support discovery of system-environment interaction -Control of system-environment interactions -Biochemical interaction in biological and biologically-inspired systems -Learning for improvement of communication schemes between systems

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Quartiles

The set of journals have been ranked according to their SJR and divided into four equal groups, four quartiles. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values.

CategoryYearQuartile
Artificial Intelligence2011Q2
Artificial Intelligence2012Q1
Artificial Intelligence2013Q1
Artificial Intelligence2014Q1
Artificial Intelligence2015Q2
Artificial Intelligence2016Q2
Artificial Intelligence2017Q2
Artificial Intelligence2018Q1
Artificial Intelligence2019Q2
Computer Vision and Pattern Recognition2011Q1
Computer Vision and Pattern Recognition2012Q1
Computer Vision and Pattern Recognition2013Q1
Computer Vision and Pattern Recognition2014Q1
Computer Vision and Pattern Recognition2015Q2
Computer Vision and Pattern Recognition2016Q1
Computer Vision and Pattern Recognition2017Q1
Computer Vision and Pattern Recognition2018Q1
Computer Vision and Pattern Recognition2019Q1
Software2011Q1
Software2012Q1
Software2013Q1
Software2014Q1
Software2015Q2
Software2016Q2
Software2017Q1
Software2018Q1
Software2019Q1
SJR

The SJR is a size-independent prestige indicator that ranks journals by their 'average prestige per article'. It is based on the idea that 'all citations are not created equal'. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, it expresses how central to the global scientific discussion an average article of the journal is.

YearSJR
20110.892
20122.886
20131.432
20141.024
20150.577
20160.659
20170.700
20180.786
20190.782
Citations per document

This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric.

Cites per documentYearValue
Cites / Doc. (4 years)20100.000
Cites / Doc. (4 years)201114.429
Cites / Doc. (4 years)20127.758
Cites / Doc. (4 years)20136.262
Cites / Doc. (4 years)20144.165
Cites / Doc. (4 years)20152.374
Cites / Doc. (4 years)20162.027
Cites / Doc. (4 years)20172.465
Cites / Doc. (4 years)20183.326
Cites / Doc. (4 years)20193.871
Cites / Doc. (3 years)20100.000
Cites / Doc. (3 years)201114.429
Cites / Doc. (3 years)20127.758
Cites / Doc. (3 years)20136.262
Cites / Doc. (3 years)20144.061
Cites / Doc. (3 years)20151.466
Cites / Doc. (3 years)20162.066
Cites / Doc. (3 years)20172.602
Cites / Doc. (3 years)20183.647
Cites / Doc. (3 years)20194.187
Cites / Doc. (2 years)20100.000
Cites / Doc. (2 years)201114.429
Cites / Doc. (2 years)20127.758
Cites / Doc. (2 years)20136.103
Cites / Doc. (2 years)20142.340
Cites / Doc. (2 years)20151.416
Cites / Doc. (2 years)20161.981
Cites / Doc. (2 years)20172.656
Cites / Doc. (2 years)20183.947
Cites / Doc. (2 years)20194.262
Total Cites 
Self-Cites

Evolution of the total number of citations and journal's self-citations received by a journal's published documents during the three previous years.
Journal Self-citation is defined as the number of citation from a journal citing article to articles published by the same journal.

CitesYearValue
Self Cites20100
Self Cites20118
Self Cites201242
Self Cites2013138
Self Cites2014154
Self Cites201564
Self Cites201694
Self Cites201788
Self Cites201889
Self Cites2019188
Total Cites20100
Total Cites2011101
Total Cites2012256
Total Cites2013407
Total Cites2014536
Total Cites2015283
Total Cites2016473
Total Cites2017635
Total Cites20181138
Total Cites20191637
External Cites per Doc 
Cites per Doc

Evolution of the number of total citation per document and external citation per document (i.e. journal self-citations removed) received by a journal's published documents during the three previous years. External citations are calculated by subtracting the number of self-citations from the total number of citations received by the journal’s documents.

CitesYearValue
External Cites per document20100
External Cites per document201113.286
External Cites per document20126.485
External Cites per document20134.138
External Cites per document20142.894
External Cites per document20151.135
External Cites per document20161.655
External Cites per document20172.242
External Cites per document20183.362
External Cites per document20193.706
Cites per document20100.000
Cites per document201114.429
Cites per document20127.758
Cites per document20136.262
Cites per document20144.061
Cites per document20151.466
Cites per document20162.066
Cites per document20172.602
Cites per document20183.647
Cites per document20194.187
% International Collaboration

International Collaboration accounts for the articles that have been produced by researchers from several countries. The chart shows the ratio of a journal's documents signed by researchers from more than one country; that is including more than one country address.

YearInternational Collaboration
201012.50
201129.63
201218.75
201312.16
201414.77
201524.64
201620.00
201710.90
201820.67
201921.91
Citable documents 
Non-citable documents

Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers.

DocumentsYearValue
Non-citable documents20100
Non-citable documents20111
Non-citable documents20122
Non-citable documents20132
Non-citable documents20141
Non-citable documents20151
Non-citable documents20162
Non-citable documents20173
Non-citable documents20183
Non-citable documents20195
Citable documents20100
Citable documents20117
Citable documents201233
Citable documents201365
Citable documents2014132
Citable documents2015193
Citable documents2016229
Citable documents2017244
Citable documents2018312
Citable documents2019391
Cited documents 
Uncited documents

Ratio of a journal's items, grouped in three years windows, that have been cited at least once vs. those not cited during the following year.

DocumentsYearValue
Uncited documents20100
Uncited documents20111
Uncited documents20122
Uncited documents201311
Uncited documents201431
Uncited documents201566
Uncited documents201668
Uncited documents201775
Uncited documents201860
Uncited documents201970
Cited documents20100
Cited documents20117
Cited documents201233
Cited documents201356
Cited documents2014102
Cited documents2015128
Cited documents2016163
Cited documents2017172
Cited documents2018255
Cited documents2019326
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