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Supercharging Visualization with Data Mining

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Supercharging Visualization with Data Mining

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We are exploring how data mining can help visualization. I am giving examples of security visualizations and am discussing how data mining best augments visualization efforts.

We are exploring how data mining can help visualization. I am giving examples of security visualizations and am discussing how data mining best augments visualization efforts.

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Supercharging Visualization with Data Mining

  1. 1. Big Data and Security Intelligence Bay Area's Big Data Think Tank - December 2012 Raffael Marty pixlcloud | turning data into actionable insight copyright (c) 2012
  2. 2. Doushuai's Three Barriers ‘You make your way through the darkness of abandoned grasses in a search for meaning. As you do, where is the meaning?' 47th case of'The Gateless Barrier' a collection of Zen koans
  3. 3. Outline security is getting harder we need new approaches viz seems interesting data mining can help pixlcloud | turning data into actionable insight copyright (c) 2012
  4. 4. Some Security Challenges ‣security expertise ‣understanding data ‣communicating security ‣everyone is compromised ‣constantly changing pixlcloud | turning data into actionable insight copyright (c) 2012
  5. 5. Solution? ‣ security expertise ‣ collaboration ‣ understanding data ‣ visual exploration, context ‣ communicating security ‣ visual representations visibility anddata visibility, ‣ everyone is compromised ‣ complete understanding machine augmented analysis ‣ constantly changing ‣ quick learning cycles adaptive solution pixlcloud | turning data into actionable insight copyright © 2012
  6. 6. visibility, you mean visualization? pixlcloud | turning data into actionable insight copyright (c) 2012
  7. 7. Why Visualization? the data... the stats ... http://en.wikipedia.org/wiki/Anscombe%27s_quartet pixlcloud | turning data into actionable insight copyright (c) 2012
  8. 8. Can We Do Without Viz? http://en.wikipedia.org/wiki/Anscombe%27s_quartet pixlcloud | turning data into actionable insight copyright (c) 2012
  9. 9. Why Visualization? ‣Highest bandwidth to interact with humans ‣Put the human in the loop: ‣pattern detection we need to enable humans ‣remembers context to solve problems ‣fantastic intuition ‣can predict pixlcloud | turning data into actionable insight copyright © 2012

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