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» On relevance distributions
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MM
2009
ACM
147views Multimedia» more  MM 2009»
15 years 6 months ago
Distribution-based concept selection for concept-based video retrieval
Query-to-concept mapping plays one of the keys to concept-based video retrieval. Conventional approaches try to find concepts that are likely to co-occur in the relevant shots fro...
Juan Cao, HongFang Jing, Chong-Wah Ngo, Yongdong Z...
SDM
2004
SIAM
162views Data Mining» more  SDM 2004»
15 years 1 months ago
Subspace Clustering of High Dimensional Data
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
Carlotta Domeniconi, Dimitris Papadopoulos, Dimitr...
CORR
2008
Springer
118views Education» more  CORR 2008»
14 years 12 months ago
Learning Low-Density Separators
Abstract. We define a novel, basic, unsupervised learning problem learning the the lowest density homogeneous hyperplane separator of an unknown probability distribution. This task...
Shai Ben-David, Tyler Lu, Dávid Pál,...
ISORC
1999
IEEE
15 years 4 months ago
Automated Dependability Analysis of UML Designs
This paper deals with the automatic dependability analysis of systems designed using UML. An automatic transformations is defined for the generation of models to capture systems d...
Andrea Bondavalli, Ivan Mura, István Majzik
VLDB
2000
ACM
126views Database» more  VLDB 2000»
15 years 3 months ago
Computing Geographical Scopes of Web Resources
Many information resources on the web are relevant primarily to limited geographical communities. For instance, web sites containing information on restaurants, theaters, and apar...
Junyan Ding, Luis Gravano, Narayanan Shivakumar