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ICDM
2007
IEEE
137views Data Mining» more  ICDM 2007»
15 years 9 months ago
Locally Constrained Support Vector Clustering
Support vector clustering transforms the data into a high dimensional feature space, where a decision function is computed. In the original space, the function outlines the bounda...
Dragomir Yankov, Eamonn J. Keogh, Kin Fai Kan
MM
2005
ACM
122views Multimedia» more  MM 2005»
15 years 8 months ago
Image clustering with tensor representation
We consider the problem of image representation and clustering. Traditionally, an n1 × n2 image is represented by a vector in the Euclidean space Rn1×n2 . Some learning algorith...
Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han
IPPS
2006
IEEE
15 years 9 months ago
Cache-oblivious simulation of parallel programs
This paper explores the relation between the structured parallelism exposed by the Decomposable BSP (DBSP) model through submachine locality and locality of reference in multi-lev...
Andrea Pietracaprina, Geppino Pucci, Francesco Sil...
VLDB
1997
ACM
165views Database» more  VLDB 1997»
15 years 7 months ago
DataGuides: Enabling Query Formulation and Optimization in Semistructured Databases
In semistructured databases there is no schema fixed in advance. To provide the benefits of a schema in such environments, we introduce DataGuides: concise and accurate structural...
Roy Goldman, Jennifer Widom
IADIS
2003
15 years 4 months ago
Optimizing Web Server's Data Transfer with Hotlinks
We study the optimization of the expected number of bytes that must be transferred by the Web server when a user visits one of its pages. Given a Web site, we want to find an assi...
Evangelos Kranakis, Danny Krizanc, Miguel Vargas M...