Are there any advanced options for Google Chrome's history search?

You can't with the built-in history, but maybe you could try an extension:

History 2

History 2 overrides default history page with a more user-friendly one. (Tools Menu > History or Ctrl-H)

History 2: A history page like the original but grouped by the host for easy viewing.

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Better History

A better look at your browsing history. The best searching, the sharpest interface, and the most useful filters - for your history. It's Chrome History, only much Better.

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EDIT: Another good extension you could try:

History Plus

  • Select date range easier: Today, Yesterday, Last Week, Last Month, All
  • Select max result number easier: 100, 250, 500, 1000
  • Delete history
  • Grouping same domain in the list
  • Show visit counts each url in the list

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Few days ago I got to know about History Timeline chrome extension. It overrides actual history page and shows you history as timeline with thumbnail which helps to search particular web page. You can even filter results, refine your search by giving time period etc.

History Timeline Screenshot