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TableĀ 6 Comparison of top 10 journals in all and highly cited papers

From: A bibliometric approach to tracking big data research trends

Top 10 journals in highly cited papers Impact factor Top 10 journals in all papers Impact factor
2012 2013 2012 2013
Bioinformatics 5.323 4.621 Lecture notes in computera science N/A N/A
Communications of the Acm 2.511 2.863 Lecture notes in artificial intelligencea N/A N/A
ACM sigcomm computer communication review N/A 1.102 Expert systems with applications 1.854 1.965
Future generation computer systems the international journal of grid computing and escience 1.864 2.639 Bioinformatics 5.323 4.621
IEEE communications surveys and tutorials 4.818 6.490 Journal of the american medical information association 3.571 3.932
International journal of approximate reasoning 1.729 1.977 Decision support systems 2.201 2.036
Computational linguistics 0.940 1.468 Communications of the ACM 2.511 2.863
Computational statistics & data analysis 1.304 1.151 ACM sigcomm computer communication review N/A 1.102
Computer speech and language 1.463 1.812 Neurocomputing 1.634 2.005
IEEE intelligent systems 1.930 1.920 Machine learning 1.454 1.689
  1. aThe top 2 journals in all papers group is not applicable for year 2012, 2013