"It's time for a new broom to sweep clean," added Bruges chairman Michel D'Hooghe.
Bruges, who lost 1-0 at home to Roeselare on Saturday, are fifth in the league with 32 points from 19 matches.
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Ferrera took over in April last year after Jan Ceulemans was sacked.
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