Links

Concept drift and other comments

Adaptive Online Adversaries, 2012 JanAnalyzing the Results of Analysis, blog post W.Dwinnel
The effects of concept drift in spam filtering
Real simple covariate shift correction, blog post by A.Smola
Editor’s Message “Le mieux est l'ennemi du bien.” “The perfect is the enemy of the good.”, S. Keshav CCR Editor
Active learning: far from solved
The oldest CD paper that I know (from 1968) 

Data streams

Big data, angry blog, 2011 Nov
Big data, NYT, 2011 Oct
Live data wall and immersive film at THINK exhibit, 2011 Sep
Storm by Twitter, 2011 Sep
PWC Technology forecast, Making sense of Big Data, 2010 Mar

Papers to the point

  • D. Upper. The unsuccessful self-treatment of a case of “writer's block. J Appl Behav Anal. 1974 Fall; 7(3): 497 link PDF
  • U. Bezimeni. Determinants of Age in Europe: A Pooled Multilevel Nested Hierarchical Time-Series Cross-Sectional Model. European Political Science, Volume 10, Number 1, March 2011 , pp. 86-91(6) link comment
  • D. LaLoudouana and M. Bonouliqui Tarare. Data Set Selection. NIPS15, 2002. Winner of the special award "Most original submission" PDF video 
  • R. D. Aramid. Novel Efficient Automated Robust Eye Detection System for Green Aliens. Technical report, Institute of Ubiquitous Technology, 2010. PDF
  • D. Zongker. Chicken Chicken Chicken: Chicken Chicken. Congrès annuel de l’American Association for the Advancement of Science, humor session, 2008. PDF video

Technical

Making Charts and Graphs
Reminder blog

Projects

INFER 2010-2014
HaCDAIS Handling Concept Drift in Adaptive Information Systems, 2008-2012
Classifiers Ensembles for Changing Environments, funding page, 2006-2007

Data soures

real time collection

Companies

FlightCaster predicts flight delays.
TransUnion credit information.