Notes 20110407 CIS 6050 Neural Networks -- Talks

From SnOwy - Ed's Wiki Notebook

List of Talks

• KDD Cup 2011 prediction of musical item ratings
  • dataset -- KDD Cup 2011 from Google; provides a table of genre, tracks, albums, artists, users, ratings ...
  • large but sparse dataset
• Ed Armstrong, Semantic maps (with (SOM)s / web-(SOM)s) in word case role assignment
  • dataset -- Grimm Tales -- derived from Kohonen's original work
  • assignment of case roles based on triplets in a corpus -- centre word is the one to cluster
• Eddie, breast cancer diagnosis
  • dataset -- William H Wolberg, University of Wisconsin Hospitals
  • given some features, decide which cells are malignant
• Haochen -- fuzzy art diagnosis of liver disorder
  • dataset -- Bupa dataset
  • atrributes: mcv, alkphos, sgpt, sgot, gammagt, drinks
• Nicholas Mair breast cancer prediction -- BP networks
  • features used to classify the presence or absence of breast cancer
  • detection of breast cancer at early stages is critical