Frequent Words with Mismatches Problem

Given two strings, determine the most frequent substring with at most kk mismatches, where mismatches are not counted towards the length of the substring.

Parameters

  • nn: length of string
  • kk: length of words
  • dd: number of allowed mismatches
  • σ\sigma: size of alphabet

Filters

Computational Model

Randomization

Approximation

Algorithms Table

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Naive solution1940O(nfbin(σ1,k,d))O(n f_{bin}(\sigma-1, k, d)) where fbin(x,y,z)=i=0z(yi)xif_{bin}(x, y, z) = \sum_{i=0}^z \binom{y}{i}x^iO(max(nfbin(σ1,k,d),σk))O(max(n f_{bin}(\sigma-1, k, d), \sigma^k)) auxiliary where fbin(x,y,z)=i=0z(yi)xif_{bin}(x, y, z) = \sum_{i=0}^z \binom{y}{i}x^i

Reductions Table

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Other relevant algorithms

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