Computational and Mathematical Methods in Medicine

Research Article

Anomalous Behavior Detection Framework Using HTM-Based Semantic Folding Technique

Table 4

Generated input from pooling for SDR.
t1t2t3t4t5t6t7t8
[1, “big,” 0][2, “damaged,” 4][3, “fire,” 7][4, “yellow,” 15][5, “truck,” 24][6, “too,” 34][7, “silver,” 27][8, “fire,” 7]
[1, “big,” 1][2, “damaged,” 4][3, “fire,” 7][4, “yellow,” 16][5, “truck,” 25][6, “too,” 35][7, “silver,” 28][8, “fire,” 7]
[1, “big,” 1][2, “damaged,” 5][3, “fire,” 8][4, “yellow,” 15][5, “truck,” 26][6, “too,” 36][7, “silver,” 29][8, “fire,” 8]
[1, “big,” 2][2, “damaged,” 6][3, “fire,” 7][4, “yellow,” 15][5, “truck,” 24][6, “too,” 37][7, “silver,” 27][8, “fire,” 7]
[1, “big,” 1][2, “damaged,” 5][3, “fire,” 9][4, “yellow,” 17][5, “truck,” 24][6, “too,” 38][7, “silver,” 30][8, “fire,” 9]
[1, “big,” 1][2, “fire,” 7][3, “fire,” 10][4, “yellow,” 18][5, “silver,” 27][6, “too,” 37][7, “silver,” 31][8, “fire,” 10]
[1, “big,” 1][2, “fire,” 7][3, “fire,” 7][4, “yellow,” 19][5, “silver,” 28][6, “too,” 39][7, “silver,” 27][8, “fire,” 7]
[1, “big,” 0][2, “fire,” 8][3, “fire,” 7][4, “yellow,” 20][5, “silver,” 29][6, “too,” 40][7, “silver,” 32][8, “fire,” 7]
[1, “big,” 3][2, “fire,” 7][3, “hot,” 11][4, “yellow,” 21][5, “silver,” 27][6, “too,” 41][7, “silver,” 33][8, “yellow,” 15]
[1, “damaged,” 4][2, “fire,” 9][3, “hot,” 11][4, “yellow,” 22][5, “silver,” 30][6, “rain,” 42][7, “damaged,” 4][8, “yellow,” 16]
[1, “damaged,” 4][2, “fire,” 10][3, “hot,” 12][4, “yellow,” 15][5, “silver,” 31][6, “rain,” 43][7, “damaged,” 4][8, “yellow,” 15]
[1, “damaged,” 5][2, “fire,” 7][3, “hot,” 11][4, “yellow,” 23][5, “silver,” 27][6, “rain,” 42][7, “damaged,” 5][8, “yellow,” 15]
[1, “damaged,” 6][2, “fire,” 7][3, “hot,” 11][4, “truck,” 24][5, “silver,” 32][6, “rain,” 44][7, “damaged,” 6][8, “yellow,” 17]
[1, “damaged,” 5][3, “hot,” 11][4, “truck,” 25][5, “silver,” 33][6, “rain,” 42][7, “damaged,” 5][8, “yellow,” 18]
[3, “hot,” 11][4, “truck,” 26][6, “rain,” 45][8, “yellow,” 19]
[3, “hot,” 13][4, “truck,” 24][6, “rain,” 42][8, “yellow,” 20]
[3, “hot,” 11][4, “truck,” 24][6, “rain,” 46][8, “yellow,” 21]
[3, “hot,” 14][8, “yellow,” 22]
[8, “yellow,” 15]
[8, “yellow,” 23]