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COMAD
2008
13 years 8 months ago
Topic Distillation using Support Vector Data Description
V. Vijaya Saradhi, Harish Karnick, Pabitra Mitra
WWW
2008
ACM
14 years 8 months ago
Topic modeling with network regularization
In this paper, we formally define the problem of topic modeling with network structure (TMN). We propose a novel solution to this problem, which regularizes a statistical topic mo...
Qiaozhu Mei, Deng Cai, Duo Zhang, ChengXiang Zhai
ISAAC
2007
Springer
118views Algorithms» more  ISAAC 2007»
14 years 1 months ago
Dynamic Structures for Top- k Queries on Uncertain Data
In an uncertain data set S = (S, p, f) where S is the ground set consisting of n elements, p : S → [0, 1] a probability function, and f : S → R a score function, each element i...
Jiang Chen, Ke Yi
ICMCS
2007
IEEE
133views Multimedia» more  ICMCS 2007»
14 years 1 months ago
Data Modeling Strategies for Imbalanced Learning in Visual Search
In this paper we examine a novel approach to the difficult problem of querying video databases using visual topics with few examples. Typically with visual topics, the examples a...
Jelena Tesic, Apostol Natsev, Lexing Xie, John R. ...
ICDM
2003
IEEE
92views Data Mining» more  ICDM 2003»
14 years 20 days ago
Enhancing Techniques for Efficient Topic Hierarchy Integration
Jyh-Jong Tsay, Hsuan-Yu Chen, Chi-Feng Chang, Chin...