How do I get the power in half my house turned back on?

Last night I flicked a light switch on and half of the house lost power. I checked the fuse box and nothing appeared to be blown. No switches flipped. Turned main power off and on, half of house still without power. Any ideas? All responses are greatly appreciated.
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