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» Graph Mining based on a Data Partitioning Approach
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121
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KDD
2002
ACM
157views Data Mining» more  KDD 2002»
16 years 3 months ago
Exploiting unlabeled data in ensemble methods
An adaptive semi-supervised ensemble method, ASSEMBLE, is proposed that constructs classification ensembles based on both labeled and unlabeled data. ASSEMBLE alternates between a...
Kristin P. Bennett, Ayhan Demiriz, Richard Maclin
ECCV
2008
Springer
15 years 5 months ago
Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection
Pedestrian detection in still image should handle the large appearance and stance variations arising from the articulated structure, various clothing of human as well as viewpoints...
Junbiao Pang, Qingming Huang, Shuqiang Jiang
124
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ICDM
2002
IEEE
133views Data Mining» more  ICDM 2002»
15 years 8 months ago
Estimating the number of segments in time series data using permutation tests
Segmentation is a popular technique for discovering structure in time series data. We address the largely open problem of estimating the number of segments that can be reliably di...
Kari Vasko, Hannu Toivonen
ICCV
2007
IEEE
15 years 9 months ago
Contextual Distance for Data Perception
Structural perception of data plays a fundamental role in pattern analysis and machine learning. In this paper, we develop a new structural perception of data based on local conte...
Deli Zhao, Zhouchen Lin, Xiaoou Tang
ICCSA
2004
Springer
15 years 8 months ago
XCRAB: A Content and Annotation-Based Multimedia Indexing and Retrieval System
During recent years, a new framework, which aims to bring a unified and global approach in indexing, browsing and querying various digital multimedia data such as audio, video and ...
Seungmin Rho, SooCheol Lee, Eenjun Hwang, YangKyoo...