A Mathematical Atlas
math.niu.edu
math.niu.edu
As a non-mathematician it is terribly frustrating to read math, or really any study with significant mathematics, and not know what the specific symbols mean that are assumed to be understood. I mean most spell out the terms for each equation, but do not describe (rightfully so for brevity) the operands.
My math background is not exactly weak (through linear algebra) but the symbols that are in set theory, topology and other disciplines would be really nice to have a reference for.
http://www.amazon.com/Princeton-Companion-Mathematics-Timoth...
http://www.amazon.com/Handbook-Mathematics-I-N-Bronshtein/dp...
Vieweg Mathematik Lexikon is good, but in German. There must be something similar in English.
Donald Knuth made a big smile an said something along: I'm so and so old, you can bet I have made some friends along that I can call and ask.
My takeaway is: There are mathematical dictionaries, but they are not that useful in many cases.