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106
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ML
2006
ACM
15 years 2 months ago
XRules: An effective algorithm for structural classification of XML data
Abstract XML documents have recently become ubiquitous because of their varied applicability in a number of applications. Classification is an important problem in the data mining ...
Mohammed Javeed Zaki, Charu C. Aggarwal
94
Voted
PAMI
2008
119views more  PAMI 2008»
15 years 2 months ago
Triplet Markov Fields for the Classification of Complex Structure Data
We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
Juliette Blanchet, Florence Forbes
96
Voted
ICIP
2000
IEEE
16 years 4 months ago
Reduction of Inherent Ambiguities in Structure from Motion Problem Using Inertial Data
In thispapel; the reduction of inherent ambiguities in StructurefromMotion(SW)using inertialdata isaddressed. First, we show that the translation-rotation ambiguity inS'from ...
Gang Qian, Qinfen Zheng, Rama Chellappa
87
Voted
NIPS
2003
15 years 4 months ago
Identifying Structure across Pre-partitioned Data
We propose an information-theoretic clustering approach that incorporates a pre-known partition of the data, aiming to identify common clusters that cut across the given partition...
Zvika Marx, Ido Dagan, Eli Shamir
120
Voted
ICTAI
2006
IEEE
15 years 8 months ago
Graph Grammar Induction on Structural Data for Visual Programming
Computer programs that can be expressed in two or more dimensions are typically called visual programs. The underlying theories of visual programming languages involve graph gramm...
Keven Ates, Jacek P. Kukluk, Lawrence B. Holder, D...