Paper of the Week

'Machine Learning' Category

• Discussion of Sections 1-4 of Yang 97

  So, hopefully everyone has read the paper (http://www.paperoftheweek.com/2007/01/08/an-evaluation-of-statistical-approaches-to-text-categorization-yang-researchindex/) at least once. The first 4 sections are quite easy to get, in my opinion, as they define the problem of text categorization and lay the framework for the experiments. Digging into the details of the various implementations will be left as an exercise for [...]

  Popularity: 3% [?]

  January 10th, 2007

• An Evaluation of Statistical Approaches to Text Categorization - Yang (ResearchIndex)

  An Evaluation of Statistical Approaches to Text Categorization - Yang (ResearchIndex) is the first paper of the week that I am going to tackle.
  Finding a first paper was harder than I thought. I originally intended to start with some of the seminal papers in IR, such as Salton’s work, or Sparck-Jones, but it seems [...]

  Popularity: 3% [?]

  January 8th, 2007

• Premise

  The Paper of the Week site is exactly as it sounds, a paper posted once a week for anyone interested to read. I will post some type of journal, conference, white paper, article (actually, I will just post a link to it, since it would most likely violate copyrights to post the actual paper) [...]

  Popularity: 3% [?]

  January 5th, 2007