An Algorithm for Pattern Discovery in Time Series - Cosma Rohilla Shalizi; Kristina Lisa Shalizi; James P. Crutchfield (CoRR, 2002)

Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences. - Cosma Rohilla Shalizi; Kristina Lisa Shalizi (UAI, 2004)

Measuring Shared Information and Coordinated Activity in Neuronal Networks. - Kristina Lisa Klinkner; Cosma Rohilla Shalizi; Marcelo Camperi (NIPS, 2005)

Measuring the meaning in time series clustering of text search queries. - Bing Liu 003; Rosie Jones; Kristina Lisa Klinkner (CIKM, 2006)

Discovering Functional Communities in Dynamical Networks. - Cosma Rohilla Shalizi; Marcelo F. Camperi; Kristina Lisa Klinkner (SNA@ICML, 2006)

Beyond the session timeout: automatic hierarchical segmentation of search topics in query logs. - Rosie Jones; Kristina Lisa Klinkner (CIKM, 2008)

An analysis framework for search sequences. - Qiaozhu Mei; Kristina Lisa Klinkner; Ravi Kumar 001; Andrew Tomkins (CIKM, 2009)

Beyond DCG: user behavior as a predictor of a successful search. - Ahmed Hassan Awadallah; Rosie Jones; Kristina Lisa Klinkner (WSDM, 2010)

The Computational Structure of Spike Trains. - Robert Haslinger; Kristina Lisa Klinkner; Cosma Rohilla Shalizi (Neural Comput., 2010)