The authors of "What is Mathematics" are Richard Courant and Herbert Robbins. This one is good as well: "Mathematics: Its Content, Methods and Meaning" by Aleksandrov, Kolmogorov and Lavrent'ev (Dover publications). It's a big book covering a wide amount of topics.