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KDD
2010
ACM
242views Data Mining» more  KDD 2010»
15 years 6 months ago
A scalable two-stage approach for a class of dimensionality reduction techniques
Dimensionality reduction plays an important role in many data mining applications involving high-dimensional data. Many existing dimensionality reduction techniques can be formula...
Liang Sun, Betul Ceran, Jieping Ye
CIKM
2008
Springer
15 years 6 months ago
Modeling hidden topics on document manifold
Topic modeling has been a key problem for document analysis. One of the canonical approaches for topic modeling is Probabilistic Latent Semantic Indexing, which maximizes the join...
Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai
CIKM
2008
Springer
15 years 6 months ago
Similarity cross-analysis of tag / co-tag spaces in social classification systems
Recent growth of social classification systems due to steadily increasing popularity has established a multitude of heterogeneous isolated, non-integrated, and non-interoperable t...
Steffen Oldenburg, Martin Garbe, Clemens H. Cap
ECCV
2006
Springer
15 years 6 months ago
Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images
Abstract. This paper addresses the problem of intensity correction of fluorescent confocal laser scanning microscope (CLSM) images. CLSM images are frequently used in medical domai...
Sang-Chul Lee, Peter Bajcsy
CIVR
2008
Springer
165views Image Analysis» more  CIVR 2008»
15 years 6 months ago
Balancing thread based navigation for targeted video search
Various query methods for video search exist. Because of the semantic gap each method has its limitations. We argue that for effective retrieval query methods need to be combined ...
Ork de Rooij, Cees G. M. Snoek, Marcel Worring
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