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» Modeling Relational Data as Graphs for Mining
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ICDM
2002
IEEE
173views Data Mining» more  ICDM 2002»
15 years 9 months ago
Mining Genes in DNA Using GeneScout
In this paper, we present a new system, called GeneScout, for predicting gene structures in vertebrate genomic DNA. The system contains specially designed hidden Markov models (HM...
Michael M. Yin, Jason Tsong-Li Wang
ADMA
2006
Springer
143views Data Mining» more  ADMA 2006»
15 years 8 months ago
Robust Collective Classification with Contextual Dependency Network Models
Abstract. In order to exploit the dependencies in relational data to improve predictions, relational classification models often need to make simultaneous statistical judgments abo...
YongHong Tian, Tiejun Huang, Wen Gao
ICCS
2007
Springer
15 years 6 months ago
Conceptual Graphs as Cooperative Formalism to Build and Validate a Domain Expertise
Abstract. This work takes place in the general context of the construction and validation of a domain expertise. It aims at the cooperation of two kinds of knowledge, heterogeneous...
Rallou Thomopoulos, Jean-François Baget, Ol...
FQAS
2006
Springer
106views Database» more  FQAS 2006»
15 years 8 months ago
A Functional Model for Data Analysis
We present a functional model for the analysis of large volumes of detailed transactional data, accumulated over time. In our model, the data schema is an acyclic graph with a sing...
Nicolas Spyratos
KDD
2012
ACM
226views Data Mining» more  KDD 2012»
13 years 7 months ago
TourViz: interactive visualization of connection pathways in large graphs
We present TOURVIZ, a system that helps its users to interactively visualize and make sense in large network datasets. In particular, it takes as input a set of nodes the user spe...
Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Han...