I) thesis01.pdf First publicly available version Referenced in PhD committee email with scheduled defense date Undergoing review by the Graduate School using Jay Billings latex template Ch. 1 Introduction - approved by Dr. Huang Ch. 2 Background - stable, minor revision required, new content with new paper Ch. 3 Systems Genetics - stable, information based upon IEEE TVCG journal article Ch. 4 Parallel Coordinates - information subject to change based on EuroVis submission Ch. 5 Climate data - currently in progress for IEEE VisWeek'09 conference Ch. 6 Conclusions - major reformatting necessary II) thesis02.pdf Addressed all formatting concerns expressed by the Graduate School All material added for all chapters Only minor revisions involving figure size and placement remaining III) thesis03.pdf New paragraph in introduction and conclusion chapters to tie things together Images changed and layout corrections for text and floating images Spellcheck IV) thesis04.pdf Title changed to "Visual Analytics for Relationships in Scientific Data" V) thesis05.pdf PhD Committee suggestions integrated: Removal of "this paper" throughout the dissertation Reduction in the number of split infinitives and colloquial wording "Which" replaced with "that" where appropriate CV changed to one paragraph Minor changes in dedication and acknowledgements Introduction paragraph regarding integration Conclusion paragraph regarding validation