We report on numerical simulations of the electron addition spectra in quan
tum dots weakly coupled to one charge reservoir, and containing a small num
ber (N less than or equal to 10) of particles. In particular, we investigat
e the role played by disorder and electron-electron interaction in creating
a surprising feature, known as "electron bunching", recently observed expe
rimentally. In dots where disorder and on-site repulsion are both strong, a
nd the direct Coulomb repulsion is short range, we find examples of two ele
ctrons entering the dot at very close values of the gate voltage. Whenever
such pairing occurs, the first electron involved in the pair appears at the
edge of the quantum dot. Furthermore, the tunneling rate of the second ele
ctron is much faster than that of the first. We also find that the total sp
in of the many-body ground state is partially polarized after the second el
ectron enters the dot. The dependence of the addition spectrum as a functio
n of the magnetic field is discussed.