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my name is joey mccullum i am a research associate at virginia tech and tonight i would like to share with you some research that ive been conducting for the last two or three years and its on a machine learning technique called non-negative matrix factorization and how it can be applied to the task of classifying new testament manuscripts into groups so i guess just to start with a little road map im going to start with some of the basics just stuff we need to know and uh then im going to give a little bit of a historical overview of some methodologies that are going to be relevant to the the work that ive done so you kind of get like a little bit of a history of textual criticism lesson and im going to use that to sort of illustrate some of the some of the ways that this method works hey joey yeah are you able to uh either sit closer to your mic or no anyway yeah probably i think the mic is up here somewhere is that better the d students in the back corner over there uh all rig