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» Similarity measures for multidimensional data
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ICDM
2008
IEEE
401views Data Mining» more  ICDM 2008»
14 years 4 months ago
Graph OLAP: Towards Online Analytical Processing on Graphs
OLAP (On-Line Analytical Processing) is an important notion in data analysis. Recently, more and more graph or networked data sources come into being. There exists a similar need ...
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Phil...
SIGMOD
1999
ACM
98views Database» more  SIGMOD 1999»
14 years 2 months ago
Self-tuning Histograms: Building Histograms Without Looking at Data
In this paper, we introduce self-tuning histograms. Although similar in structure to traditional histograms, these histograms infer data distributions not by examining the data or...
Ashraf Aboulnaga, Surajit Chaudhuri
CIVR
2003
Springer
107views Image Analysis» more  CIVR 2003»
14 years 3 months ago
A Novel Scheme for Video Similarity Detection
In this paper, a new two-phase scheme for video similarity detection is proposed. For each video sequence, we extract two kinds of signatures with different granularities: coarse ...
Chu-Hong Hoi, Wei Wang, Michael R. Lyu
SAC
2004
ACM
14 years 3 months ago
Similarity between Euclidean and cosine angle distance for nearest neighbor queries
Understanding the relationship among different distance measures is helpful in choosing a proper one for a particular application. In this paper, we compare two commonly used dis...
Gang Qian, Shamik Sural, Yuelong Gu, Sakti Pramani...
AUSDM
2008
Springer
230views Data Mining» more  AUSDM 2008»
13 years 12 months ago
Combining Structure and Content Similarities for XML Document Clustering
This paper proposes a clustering approach that explores both the content and the structure of XML documents for determining similarity among them. Assuming that the content and th...
Tien Tran, Richi Nayak, Peter Bruza