Sciweavers

KDD
2008
ACM
152views Data Mining» more  KDD 2008»
14 years 9 months ago
Fast collapsed gibbs sampling for latent dirichlet allocation
Ian Porteous, David Newman, Alexander T. Ihler, Ar...
KDD
2008
ACM
162views Data Mining» more  KDD 2008»
14 years 9 months ago
Composition attacks and auxiliary information in data privacy
Privacy is an increasingly important aspect of data publishing. Reasoning about privacy, however, is fraught with pitfalls. One of the most significant is the auxiliary informatio...
Srivatsava Ranjit Ganta, Shiva Prasad Kasiviswanat...
KDD
2008
ACM
150views Data Mining» more  KDD 2008»
14 years 9 months ago
Hypergraph spectral learning for multi-label classification
A hypergraph is a generalization of the traditional graph in which the edges are arbitrary non-empty subsets of the vertex set. It has been applied successfully to capture highord...
Liang Sun, Shuiwang Ji, Jieping Ye
KDD
2008
ACM
116views Data Mining» more  KDD 2008»
14 years 9 months ago
Volatile correlation computation: a checkpoint view
Recent years have witnessed increased interest in computing strongly correlated pairs in very large databases. Most previous studies have been focused on static data sets. However...
Wenjun Zhou, Hui Xiong
KDD
2008
ACM
143views Data Mining» more  KDD 2008»
14 years 9 months ago
Detecting privacy leaks using corpus-based association rules
Richard Chow, Philippe Golle, Jessica Staddon
KDD
2008
ACM
117views Data Mining» more  KDD 2008»
14 years 9 months ago
Relational learning via collective matrix factorization
Ajit Paul Singh, Geoffrey J. Gordon
KDD
2008
ACM
186views Data Mining» more  KDD 2008»
14 years 9 months ago
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps
Multi-core processors with ever increasing number of cores per chip are becoming prevalent in modern parallel computing. Our goal is to make use of the multi-core as well as multi...
Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christo...
KDD
2008
ACM
146views Data Mining» more  KDD 2008»
14 years 9 months ago
Spotting out emerging artists using geo-aware analysis of P2P query strings
Record label companies would like to identify potential artists as early as possible in their careers, before other companies approach the artists with competing contracts. The va...
Noam Koenigstein, Yuval Shavitt, Tomer Tankel
KDD
2008
ACM
157views Data Mining» more  KDD 2008»
14 years 9 months ago
Banded structure in binary matrices
Gemma C. Garriga, Esa Junttila, Heikki Mannila
KDD
2008
ACM
147views Data Mining» more  KDD 2008»
14 years 9 months ago
Mobile call graphs: beyond power-law and lognormal distributions
We analyze a massive social network, gathered from the records of a large mobile phone operator, with more than a million users and tens of millions of calls. We examine the distr...
Mukund Seshadri, Sridhar Machiraju, Ashwin Sridhar...