My favorite Dream Theater album is Black Clouds & Silver Linings. My favorite songs are A Nightmare to Remember, The Count of Tuscany (both on BC&SL), The Glass Prison and Six Degreesof Inner Turbulence (both on Six Degrees of Inner Turbulence).
The only DT album in my collection so far is Six Degrees of Inner Turbulence, 6DOIT for short.