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ICDM
2008
IEEE
224views Data Mining» more  ICDM 2008»
15 years 6 months ago
A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection
We introduce dynamic correlated topic models (DCTM) for analyzing discrete data over time. This model is inspired by the hierarchical Gaussian process latent variable models (GP-L...
Yang Song, Lu Zhang 0007, C. Lee Giles
DASFAA
2008
IEEE
190views Database» more  DASFAA 2008»
15 years 6 months ago
Analysis of Time Series Using Compact Model-Based Descriptions
Abstract. Recently, we have proposed a novel method for the compression of time series based on mathematical models that explore dependencies between different time series. This r...
Hans-Peter Kriegel, Peer Kröger, Alexey Pryak...
KDD
2008
ACM
183views Data Mining» more  KDD 2008»
16 years 1 days ago
Structured entity identification and document categorization: two tasks with one joint model
Traditionally, research in identifying structured entities in documents has proceeded independently of document categorization research. In this paper, we observe that these two t...
Indrajit Bhattacharya, Shantanu Godbole, Sachindra...
INFOCOM
2010
IEEE
14 years 10 months ago
Impact of Correlated Mobility on Delay-Throughput Performance in Mobile Ad-Hoc Networks
—We extend the analysis of the scaling laws of wireless ad hoc networks to the case of correlated nodes movements, which are commonly found in real mobility processes. We conside...
Delia Ciullo, Valentina Martina, Michele Garetto, ...
ICDM
2009
IEEE
109views Data Mining» more  ICDM 2009»
15 years 6 months ago
Knowledge Discovery from Citation Networks
—Knowledge discovery from scientific articles has received increasing attentions recently since huge repositories are made available by the development of the Internet and digit...
Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Y...