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. 2018 Feb 1;15:2. doi: 10.1186/s12976-017-0074-5

Table 3.

Journal/conference backgrounds of the reviewed studies

Method category Method name Study reference Journal/conference background
Graph data mining Graph data mining [23] Environment and public health
Text mining Historical patterns [45] Web intelligence
Co-occurrences [44] Infection control
Topic models ATAM [46] Health
ATAM+ [47] Social media
HFSTM [48] Data mining
Machine learning Neural network [61] Cognitive information processing
SVM [57] Multiple scientific disciplines
[56] Natural language processing
[59] Computational linguistic
[58] Biology and medicine developments
[60] Living system
[55] Computational biology
Pred. market using SVR [64] Social media mining
Naive bayes [63] Health care
Math/Statistical models SNEFT [67] Networking systems
ACF [65] Bioinformatics
Numerical-based analysis (SEHA using BOW) [68] Sustainable global development
Mechanistic disease models Metpopulation model [70] World wide web
Compartmental model [48] Data mining
[35] Multiple scientific disciplines
Agent-based model [73] Healthcare informatics
Keys/Documents filtration Keys/Documents filtration [74] Repository of pre-prints