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Table 8 Comparision with most important researches in route prediction

From: Distributed Context Tree Weighting (CTW) for route prediction

Authors Method for prediction Horizontal scalability Rate
Proposed CTW Route Prediction Context Tree Weighting (CTW) Yes 40–90%
Simmons et al. (2006) [37] Hidden Markov Model No 70–80%
Burbey et al. (2008) [38] Prediction by Partial Match (PPM) No 92%
Tiwari et al. (2012) [39] Closest Match Algorithm No 40%
Lung et al. (2014) [40] Hidden Markov Model No 68.3%
Neto et al. (2015) [41] Prediction by Partial Match (PPM) No 46%
Amirat et al. (2017) [42] Graph Mining No 76%
Froehlich et al. (2008) [3] Closest match No 40–90%
Tiwari et al. (2017) [43] Probabilistic Suffix Tree Yes 85
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