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Page 1: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

Page 2: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

Page 3: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

Page 4: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

Page 5: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

Page 6: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

Page 7: SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-30.pdf · Needle in the Hay Stack— Finding Fraud Rings in Transaction Networks Zhijie

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-2...2.1.2 Overlapping Community Detection at Scale (Yang & Leskovec, 2013) Yang and Leskovec

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-95.pdf · exploring the structure of the brain's functional networks in different physiological

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-14.pdf · Recommendation systems are software tools and techniques providing suggestions

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-readings/fiedler73connectivity.pdf · Iper to S,HAUD- Iatrices IT, the J, the :tors x has an eigenvalue 0 and

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-23-final.pdf · top levels of the rankings, and to give a slight boost to the unicorn startups

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-66.pdf · our embedding generation and community detection. 3 Data Collection and

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-71.pdf · contains code shared between project reports produced for CS 229 and CS 224W,

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018...Stanford Memes Group: Network Construction, Community Detection, and Link Prediction

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-76.pdf · well on any network. Projection-based approaches, where a bipartite network

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-15.pdf · recommendation system based on Pixie, a real-time recommendation system

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018...3.2 Basic Interaction and Negative Sentiment Graphs Before running any experiments

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/.../projects/cs224w-70-final.pdf2016/12/11 · artists. By creating nodes for each artist and treating the MSD similar artists

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-15-final.pdf · of health risks combined with the growth of social media have led to the

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-21...D. Community Detection Prior work has suggested that the Girvan-Newman algorithm has

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-38.pdfthese networks and various network projections, including a careful evaluation

CS224W: Final Report - Discovering interesting structures and patterns …snap.stanford.edu/class/cs224w-2010/proj2010/24-finalWriteUp.pdf · CS224W: Final Report - Discovering interesting

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-55... · 2020-01-09 · November 17, 2016 1 Introduction Professional sports analyses has

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-75...Andi Yang, Michael Fang, Ayooluwakunmi Jeje Department of Computer Science, Stanford

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018...Classifying ADHD from Resting State fMRl Emma Chen, Katherine Erdman, Santosh Mohan

Likeness - SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2011/proj/laihz_Finalwriteup_v1.pdf · After discussing our project milestone report with Professor

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-67.pdf · Funding Round Seed Angel Series A Series B Series C Series D Series E Series

cs224w Visualizing Human Concept Linking Through Wikipediasnap.stanford.edu/class/cs224w-2012/projects/cs224w-038-final.pdf · cs224w Visualizing Human Concept Linking Through Wikipedia

CS224W Project Report: Finding Top UI/UX Design Talent …snap.stanford.edu/class/cs224w-2014/projects2014/cs224w-25-final.pdf · CS224W Project Report: Finding Top UI/UX Design Talent

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-18.pdf · GitHub is the most prominent and widely-used online version control platform

CS224W Final Project Report: Network Analysis of ...snap.stanford.edu/class/cs224w-2017/projects/cs224w-47-final.pdf · CS224W Final Project Report: Network Analysis of Convolutional

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-97.pdfinterest following the 2016 U.S. election, which raised concerns over "fake news"

snap.stanford.edusnap.stanford.edu/class/cs224w-2016/projects/cs224w-45-final.pdf · CS224w Course Project Ramtin Keramati, Bazyli Klockiewicz Understanding the human diseasome and

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-6.pdf · After filtering out agencies not involved in the domestic worker industry,

10-opinion - SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2015/slides/10-opinion.pdf · Collective Action: The Model!n people – everyone observes all actions!Each

1 CACM V51.11 - SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-readings/kleinberg08convergence.pdf · two settings where this research strat-egy is being pursued

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-55.pdfthe population is stratified by gonorrhea and HIV disease state. We will consider

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-63-final.pdf · On Pinterest, users generally repin from the homepage or pin directly from

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-54... · 2020-01-09 · Josh Grinberg, Prasad Kawthekar, and Manik Dhar Stanford University

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2016/projects/cs224w-46-final.pdf · Pinterest is a popular tool that allows users to search for and bookmark

SNAP: Stanford Network Analysis Projectsnap.stanford.edu/class/cs224w-2018/reports/CS224W-2018-41.pdf · social media networks. [7] Again, as in political science, little research