Terrence Jones added 18 points and pulled down 10 rebounds for the Rockets, who notched a fourth win in five games.
Jeremy Lin helped out with 19 points, and Dwight Howard supplied 11, 13 rebounds and four blocks.
The Timberwolves got 27 points and 15 rebounds from Kevin Love but it wasn't enough to prevent their fourth loss in six games.
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