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“…Even though the convergence speed of this algorithm is already at the forefront compared with other existing optimization algorithms', there is a huge amount of computation that cannot be ignored. Moreover, the time complexity of the k-NN algorithm applied to this scene is O(n) [28]. Using the original user data in the database, its operation is relatively simple.…”

confidence: 99%

“…Even though the convergence speed of this algorithm is already at the forefront compared with other existing optimization algorithms', there is a huge amount of computation that cannot be ignored. Moreover, the time complexity of the k-NN algorithm applied to this scene is O(n) [28]. Using the original user data in the database, its operation is relatively simple.…”

confidence: 99%

“…Xiaofei Zhang, Heyan Huang and Keliang Zhang introduced a KNN text categorization algorithm based on semantic centre, which replaced the large number of original sample documents with a small amount of sample semantic centers [16]. Experiments proved it worked over 10 times as fast as that of the traditional KNN and its F 1 value was approximately equal to SVM and traditional KNN algorithm.…”

confidence: 99%