Airlines for America, the trade group representing the interests of U.S. airlines, is predicting that 15.6 million travelers will fly during the Labor Day weekend (Wednesday, August 31 – Tuesday, September 6). That’s a 4 percent increase over last year’s 15 million Labor Day flyers.