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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
14 years 9 months ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
WSDM
2010
ACM
172views Data Mining» more  WSDM 2010»
14 years 6 months ago
Early Online Identification of Attention Gathering Items In Social Media
Activity in social media such as blogs, micro-blogs, social networks, etc is manifested via interaction that involves text, images, links and other information items. Naturally, s...
Michael Mathioudakis, Nick Koudas, Peter Marbach
WIAMIS
2009
IEEE
14 years 3 months ago
Video analysis for browsing and printing
: © Video Analysis for Browsing and Printing Qian Lin, Tong Zhang, Mei Chen, Yining Deng, Brian Atkins HP Laboratories HPL-2008-215 video mining, video printing, user intent, vide...
Qian Lin, Tong Zhang, Mei Chen, Yining Deng, Clayt...
ICDM
2006
IEEE
102views Data Mining» more  ICDM 2006»
14 years 2 months ago
Who Thinks Who Knows Who? Socio-cognitive Analysis of Email Networks
Interpersonal interaction plays an important role in organizational dynamics, and understanding these interaction networks is a key issue for any organization, since these can be ...
Nishith Pathak, Sandeep Mane, Jaideep Srivastava
VLDB
2004
ACM
163views Database» more  VLDB 2004»
14 years 2 months ago
Compressing Large Boolean Matrices using Reordering Techniques
Large boolean matrices are a basic representational unit in a variety of applications, with some notable examples being interactive visualization systems, mining large graph struc...
David S. Johnson, Shankar Krishnan, Jatin Chhugani...