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LIST OF TABLES Table 1.1 Table 1.2 Table 2.1 Table 2.2 Table 3.1 Table 3.2 Table 3.3 Table 4.1 Table 4.2 Table 4.3 Table 4.4 Table 4.5 Table 4.6 Table 5.1 Table 5.2 Table 5.3 Table 5.4 Table 5.5 Table 5.6 Table 5.7 Table 6.1 Table 6.2 Highest PageRank pages in Wikipedia 4 Pages in Wikipedia with the largest derivative 8 Relationship to Langville and Meyer’s PageRank notation 23 Publically available datasets for PageRank Experimental validation of theorem 7 57 Prediction of rank change with the derivative Pages in Wikipedia with the largest derivative 44 Additional notation for the random alpha PageRank model 65 Summary of convergence results for the RAPr model 86 A comparison between PageRank and Random Alpha PageRank 96 PageRank vs. random alpha PageRank sensitivity on a big graph 98 RAPr vs. PageRank on the generank data 100 Spam classification performance 103 Inner iteration counts 118 Performance of the inner-outer iteration on various graphs 119 Performance of the Gauss-Seidel inner-outer iteration 120 Inner-Outer preconditioned BiCG-STAB performance 125 IsoRank datasets 125 Inner-Outer performance for IsoRank 126 Convergence rates with inner-outer iterations 127 Algorithms in gaimc 145 gaimc evaluation graphs 151 xvii 58 59PDF Image | Instagram Cheat Sheet
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