Suppose $f$ is a measurable real-valued function defined on a measure space $(E, X , \mu)$. What is the meaning of the RHS of the following integral
$$\int_E{f d\mu} = \int_E {f(x) \mu(dx)}?$$
I understand that LHS means 'integrate $f$ with respect to the measure $\mu$'. However, I fail to understand RHS.
Remark: The integral above is taken from here, under 'Construction - Integration'.
The notation $\mu(dx)$ seems to come from the Lebesgue integration $$ \sum f(\xi_i)\mu([x_i,x_{i+1}]) $$ where after taking the limit (plus translation invariance) the symbol $\mu(dx)$ appears.
The alternative notation $d\mu(x)$ looks more like to arrive from the Riemann-Stieltjes approach $$ \sum f(\xi_i)(g(x_{i+1})-g(x_i)) $$ where the limit gives $dg(x)$.
Another way to see the relation between those two notations (assuming everything to exist) $$ d\mu(x)=\mu'(x)dx=\tilde\mu(dx). $$