PDF-Dening and Evaluating Network Communities based on Ground truth Jaewon Yang Stanford University

edu Jure Leskovec Stanford University jurecsstanfordedu Abstract Nodes in realworld networks organize into densely linked communities where edges appear with high con centration among the members of the community Identifying such communities of nodes. stanfordedu Sergei Vassilvitskii Stanford University Stanford CA sergeicsstanfordedu ABSTRACT The kmeans method is an old but popular clustering algo rithm known for its observed speed and its simplicity Until recently however no meaningful theoretic stanfordedu tomasicsstanfordedu Abstract Proceedings of the 1998 IEEE International Conference on Computer Vision Bombay India An algorithm to detect depth discontinuities from a stereo pair of images is presented The algorithm matches individual pix The key innovation is a representation of the data association posterior in information form in which the proxim ity of objects and tracks are expressed by numerical links Updating these links requires linear time compared to exponential time requir edu Jure Leskovec Stanford University jurecsstanfordedu ABSTRACT Online content exhibits rich temporal dynamics and divers e real time user generated content further intensi64257es this proces s How ever temporal patterns by which online content grow 1. MW  . 12:50-2:05pm . in Beckman B302. Profs: Serafim . Batzoglou. & Gill . Bejerano. TAs: . Harendra. . Guturu. & . Panos. . Achlioptas. CS273A. Lecture 8: . Transcription Regulation II. Adam Crymble. Plan for Today. Background . lecture. Discussion of experience with digital archives. Workshop: evaluating a historical website. Time to start drafting blog post. Terminology. Archive. Evaluating Sources. Concepts You Will Learn:. Evaluating the condition of food. Repackaging food. Loading and distributing food safely. Which of . These Cans Should . be . Discarded. ?. Evaluating The Condition Of Food. . WITNESSING. AND . EVANGELISM. Lesson 12 for June 23, 2012.  . The . Bible shows that we must evaluate (examine) ourselves, the Church members and the Church itself. Why is this evaluation necessary. 1. CS273A. Lecture . 5: . Non Coding . Genes. . http://cs273a.stanford.edu/. Lecture slides, problem sets, etc.. Course communications via Piazza. Auditors please sign up too. Third Tutorial next week. . 1. MW  . 1:30-2:50pm . in . Clark . S361*. (behind . Peet’s. ). Profs: Serafim . Batzoglou. & Gill . Bejerano. CAs. : . Karthik. . Jagadeesh. . & . Johannes . Birgmeier. * Mostly: track on website/piazza. What comes to mind when you hear the phrase “evaluating information”? What comes to mind when you hear the phrase “evaluating information”? Comprehension Reliability Author Authority Analyzing Bias Network Formation Processes: Power-law degree distributions and Preferential Attachment CS224W: Social and Information Network Analysis Jure Leskovec , Stanford University http://cs224w.stanford.edu Behavior. CS224W: Social and Information Network Analysis. Jure . Leskovec. , . Stanford University. http://cs224w.stanford.edu. Spreading Through Networks. Spreading through networks:. Cascading behavior. The Power of Theories of Change Copyright 2010 by Leland Stanford Jr University All Rights Reserved STANFORD SOCIAL NNOVATION 0154010I0f0h00d0010000