Last year he saw trouble for Supervalu in negative same-store sales growth and cyclical challenges.

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Turnof also recommends shares of Federated Department Stores, which picked up a superior gift strategy company in May Department Stores that will positively affect the company's Macy's unit, and Nordstrom, a luxury store largely insulated against cyclical downturns that has improved its women's line.

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