Scimago Journal & Country Rank

Machine Learning

Country Netherlands  - SIR icon SIR Ranking of Netherlands
144
H Index
Subject Area and CategoryComputer Science
Artificial Intelligence
Software
Publisher Springer Netherlands
Publication typeJournals
ISSN15730565, 08856125
Coverage1986-2020
Scope Machine Learning is an international forum for research on computational approaches to learning. The journal publishes articles reporting substantive results on a wide range of learning methods applied to a variety of learning problems, including but not limited to: Learning Problems: Classification, regression, recognition, and prediction; Problem solving and planning; Reasoning and inference; Data mining; Web mining; Scientific discovery; Information retrieval; Natural language processing; Design and diagnosis; Vision and speech perception; Robotics and control; Combinatorial optimization; Game playing; Industrial, financial, and scientific applications of all kinds. Learning Methods: Supervised and unsupervised learning methods (including learning decision and regression trees, rules, connectionist networks, probabilistic networks and other statistical models, inductive logic programming, case-based methods, ensemble methods, clustering, etc.); Reinforcement learning; Evolution-based methods; Explanation-based learning; Analogical learning methods; Automated knowledge acquisition; Learning from instruction; Visualization of patterns in data; Learning in integrated architectures; Multistrategy learning; Multi-agent learning.

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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 Intelligence1999Q1
Artificial Intelligence2000Q1
Artificial Intelligence2001Q1
Artificial Intelligence2002Q1
Artificial Intelligence2003Q1
Artificial Intelligence2004Q1
Artificial Intelligence2005Q1
Artificial Intelligence2006Q1
Artificial Intelligence2007Q1
Artificial Intelligence2008Q1
Artificial Intelligence2009Q1
Artificial Intelligence2010Q1
Artificial Intelligence2011Q1
Artificial Intelligence2012Q1
Artificial Intelligence2013Q1
Artificial Intelligence2014Q1
Artificial Intelligence2015Q1
Artificial Intelligence2016Q1
Artificial Intelligence2017Q2
Artificial Intelligence2018Q2
Artificial Intelligence2019Q1
Software1999Q1
Software2000Q1
Software2001Q1
Software2002Q1
Software2003Q1
Software2004Q1
Software2005Q1
Software2006Q1
Software2007Q1
Software2008Q1
Software2009Q1
Software2010Q1
Software2011Q1
Software2012Q1
Software2013Q1
Software2014Q1
Software2015Q1
Software2016Q1
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
19990.979
20000.680
20011.683
20023.009
20032.260
20041.448
20052.604
20061.800
20072.003
20081.724
20091.219
20100.946
20111.107
20121.148
20131.159
20141.130
20151.257
20160.866
20170.695
20180.710
20191.034
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)19992.276
Cites / Doc. (4 years)20002.564
Cites / Doc. (4 years)20013.433
Cites / Doc. (4 years)20023.848
Cites / Doc. (4 years)20035.500
Cites / Doc. (4 years)20046.165
Cites / Doc. (4 years)20057.914
Cites / Doc. (4 years)20067.580
Cites / Doc. (4 years)20076.375
Cites / Doc. (4 years)20085.520
Cites / Doc. (4 years)20094.376
Cites / Doc. (4 years)20105.000
Cites / Doc. (4 years)20114.282
Cites / Doc. (4 years)20124.846
Cites / Doc. (4 years)20134.876
Cites / Doc. (4 years)20144.330
Cites / Doc. (4 years)20153.962
Cites / Doc. (4 years)20163.734
Cites / Doc. (4 years)20173.148
Cites / Doc. (4 years)20183.773
Cites / Doc. (4 years)20193.700
Cites / Doc. (3 years)19992.276
Cites / Doc. (3 years)20001.922
Cites / Doc. (3 years)20013.092
Cites / Doc. (3 years)20024.265
Cites / Doc. (3 years)20035.188
Cites / Doc. (3 years)20045.538
Cites / Doc. (3 years)20057.007
Cites / Doc. (3 years)20065.874
Cites / Doc. (3 years)20075.129
Cites / Doc. (3 years)20084.333
Cites / Doc. (3 years)20094.079
Cites / Doc. (3 years)20104.065
Cites / Doc. (3 years)20114.396
Cites / Doc. (3 years)20124.610
Cites / Doc. (3 years)20134.373
Cites / Doc. (3 years)20144.000
Cites / Doc. (3 years)20153.486
Cites / Doc. (3 years)20163.394
Cites / Doc. (3 years)20173.027
Cites / Doc. (3 years)20183.158
Cites / Doc. (3 years)20193.592
Cites / Doc. (2 years)19991.558
Cites / Doc. (2 years)20001.648
Cites / Doc. (2 years)20013.353
Cites / Doc. (2 years)20023.544
Cites / Doc. (2 years)20034.347
Cites / Doc. (2 years)20044.949
Cites / Doc. (2 years)20055.835
Cites / Doc. (2 years)20064.651
Cites / Doc. (2 years)20073.879
Cites / Doc. (2 years)20084.056
Cites / Doc. (2 years)20092.800
Cites / Doc. (2 years)20104.153
Cites / Doc. (2 years)20113.895
Cites / Doc. (2 years)20123.609
Cites / Doc. (2 years)20134.067
Cites / Doc. (2 years)20143.475
Cites / Doc. (2 years)20152.687
Cites / Doc. (2 years)20163.298
Cites / Doc. (2 years)20172.590
Cites / Doc. (2 years)20182.901
Cites / Doc. (2 years)20193.493
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 Cites199925
Self Cites200016
Self Cites200113
Self Cites200226
Self Cites200320
Self Cites200419
Self Cites200510
Self Cites200614
Self Cites20074
Self Cites200812
Self Cites200913
Self Cites201011
Self Cites201114
Self Cites201222
Self Cites201318
Self Cites20149
Self Cites201523
Self Cites20168
Self Cites20178
Self Cites20187
Self Cites201920
Total Cites1999280
Total Cites2000246
Total Cites2001405
Total Cites2002563
Total Cites2003747
Total Cites2004803
Total Cites2005974
Total Cites2006746
Total Cites2007677
Total Cites2008572
Total Cites2009567
Total Cites2010565
Total Cites2011677
Total Cites2012733
Total Cites2013704
Total Cites2014696
Total Cites2015645
Total Cites2016655
Total Cites2017566
Total Cites2018600
Total Cites2019722
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 document19992.073
External Cites per document20001.797
External Cites per document20012.992
External Cites per document20024.068
External Cites per document20035.049
External Cites per document20045.407
External Cites per document20056.935
External Cites per document20065.764
External Cites per document20075.098
External Cites per document20084.242
External Cites per document20093.986
External Cites per document20103.986
External Cites per document20114.305
External Cites per document20124.472
External Cites per document20134.261
External Cites per document20143.948
External Cites per document20153.362
External Cites per document20163.352
External Cites per document20172.984
External Cites per document20183.121
External Cites per document20193.493
Cites per document19992.276
Cites per document20001.922
Cites per document20013.092
Cites per document20024.265
Cites per document20035.188
Cites per document20045.538
Cites per document20057.007
Cites per document20065.874
Cites per document20075.129
Cites per document20084.333
Cites per document20094.079
Cites per document20104.065
Cites per document20114.396
Cites per document20124.610
Cites per document20134.373
Cites per document20144.000
Cites per document20153.486
Cites per document20163.394
Cites per document20173.027
Cites per document20183.158
Cites per document20193.592
% 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
199916.67
200023.26
200119.61
200227.12
200319.15
200437.21
200528.89
200618.52
200726.09
200835.19
200925.00
201026.23
201139.66
201236.36
201347.22
201433.33
201536.51
201633.82
201745.33
201841.33
201945.45
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 documents19992
Non-citable documents20002
Non-citable documents20012
Non-citable documents20024
Non-citable documents20039
Non-citable documents200412
Non-citable documents200510
Non-citable documents20068
Non-citable documents200710
Non-citable documents200813
Non-citable documents200915
Non-citable documents201013
Non-citable documents201113
Non-citable documents201212
Non-citable documents201313
Non-citable documents201411
Non-citable documents201511
Non-citable documents201611
Non-citable documents201713
Non-citable documents201816
Non-citable documents201917
Citable documents1999123
Citable documents2000128
Citable documents2001131
Citable documents2002132
Citable documents2003144
Citable documents2004145
Citable documents2005139
Citable documents2006127
Citable documents2007132
Citable documents2008132
Citable documents2009139
Citable documents2010139
Citable documents2011154
Citable documents2012159
Citable documents2013161
Citable documents2014174
Citable documents2015185
Citable documents2016193
Citable documents2017187
Citable documents2018190
Citable documents2019201
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 documents199946
Uncited documents200060
Uncited documents200141
Uncited documents200246
Uncited documents200347
Uncited documents200436
Uncited documents200521
Uncited documents200629
Uncited documents200729
Uncited documents200838
Uncited documents200943
Uncited documents201039
Uncited documents201137
Uncited documents201239
Uncited documents201327
Uncited documents201448
Uncited documents201550
Uncited documents201649
Uncited documents201764
Uncited documents201859
Uncited documents201954
Cited documents199979
Cited documents200070
Cited documents200192
Cited documents200290
Cited documents2003106
Cited documents2004121
Cited documents2005128
Cited documents2006106
Cited documents2007113
Cited documents2008107
Cited documents2009111
Cited documents2010113
Cited documents2011130
Cited documents2012132
Cited documents2013147
Cited documents2014137
Cited documents2015146
Cited documents2016155
Cited documents2017136
Cited documents2018147
Cited documents2019164
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