Sciweavers

878 search results - page 113 / 176
» Modeling Relational Data as Graphs for Mining
Sort
View
BTW
2001
Springer
103views Database» more  BTW 2001»
15 years 9 months ago
On Realizing Transformation Independence in Open, Distributed Multimedia Information Systems
In this article, we present our efforts1 on realizing transformation independence in open, extensible, and highly distributed multimedia information The main focus is on the abstra...
Ulrich Marder
DKE
2007
95views more  DKE 2007»
15 years 4 months ago
Strategies for improving the modeling and interpretability of Bayesian networks
One of the main factors for the knowledge discovery success is related to the comprehensibility of the patterns discovered by applying data mining techniques. Amongst which we can...
Ádamo L. de Santana, Carlos Renato Lisboa F...
173
Voted
UAI
2003
15 years 6 months ago
Learning Generative Models of Similarity Matrices
Recently, spectral clustering (a.k.a. normalized graph cut) techniques have become popular for their potential ability at finding irregularlyshaped clusters in data. The input to...
Rómer Rosales, Brendan J. Frey
132
Voted
PKDD
2007
Springer
193views Data Mining» more  PKDD 2007»
15 years 10 months ago
Learning Multi-dimensional Functions: Gas Turbine Engine Modeling
Abstract. This paper shows how multi-dimensional functions, describing the operation of complex equipment, can be learned. The functions are points in a shape space, each produced ...
Chris Drummond
137
Voted
ICDM
2003
IEEE
111views Data Mining» more  ICDM 2003»
15 years 10 months ago
OP-Cluster: Clustering by Tendency in High Dimensional Space
Clustering is the process of grouping a set of objects into classes of similar objects. Because of unknownness of the hidden patterns in the data sets, the definition of similari...
Jinze Liu, Wei Wang 0010