The best replacement for mis is miss.

The best alternatives to mis are rated as following:
★★★★★  miss
★★★★★  it
★★★★★  cis
★★★★  cs
★★★★  dss
★★★  mba
★★★  computer science
★★  accounting
★★  ms
★  erp
★  information technology
★  eis
  data processing
  ms cs
  tps
  les miz
  management information system
  ais
  mrs

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Speaking about mis, one probably shouldn't forget about him lyrics.

Other search terms related to mis and their ratings are:
★★★★★ him lyrics
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mis
miss
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