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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 2 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»
15 years 11 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
15 years 8 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»
15 years 8 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»
15 years 7 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...