I think perhaps Geek misread what you said the first time. Yes, they are the same.
PCI-E (or PCIe) and PCI Express are the same thing. PCI Express is what you find in most computers now. It replaced AGP, PCI-X, and PCI. PCIe supports a number of different things (graphics cards, sound cards, etc.)
AGP was the "better than PCI" slot for graphics cards, but that was all it was good for, graphics cards. It was around for maybe 7 or 8 years before PCIe came in and made AGP look stupid.
PCI-X (or PCIx) is different from PCI Express. PCI-X is the one that is PCI on steroids. It was like the old 32-bit PCI slots, but twice as long for larger bandwidth. Used mostly in server boards back in the day.
PCI (no other lettering or words) is yet another different and older type of slot. These slots were used for many expansion cards (network, graphics, audio, just about anything) and phased out the VLB and ISA slots commonly found on boards before that.