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TKDE
2002
141views more  TKDE 2002»
13 years 11 months ago
Algorithms for Finding Attribute Value Group for Binary Segmentation of Categorical Databases
We consider the problem of finding a set of attribute values that give a high quality binary segmentation of a database. The quality of a segmentation is defined by an objective fu...
Yasuhiko Morimoto, Takeshi Fukuda, Takeshi Tokuyam...
NN
2002
Springer
136views Neural Networks» more  NN 2002»
13 years 11 months ago
Bayesian model search for mixture models based on optimizing variational bounds
When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...
Naonori Ueda, Zoubin Ghahramani
INFORMS
1998
100views more  INFORMS 1998»
13 years 11 months ago
Feature Selection via Mathematical Programming
The problem of discriminating between two nite point sets in n-dimensional feature space by a separating plane that utilizes as few of the features as possible, is formulated as a...
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Stre...
SIAMAM
2000
90views more  SIAMAM 2000»
13 years 11 months ago
Local Strong Homogeneity of a Regularized Estimator
This paper deals with regularized pointwise estimation of discrete signals which contain large strongly homogeneous zones, where typically they are constant, or linear, or more gen...
Mila Nikolova
COMCOM
2004
78views more  COMCOM 2004»
13 years 11 months ago
Performance and control of network systems
We propose two flow control algorithms for networks with multiple paths between each source
Robert D. van der Mei, Frank Huebner
CCR
2004
157views more  CCR 2004»
13 years 11 months ago
Designing BGP-based outbound traffic engineering techniques for stub ASes
Today, most multi-connected autonomous systems (AS) need to control the flow of their interdomain traffic for both performance and economical reasons. This is usually done by manu...
Steve Uhlig, Olivier Bonaventure
CCE
2004
13 years 11 months ago
A strategy for MINLP synthesis of flexible and operable processes
This paper presents a sequential two-stage strategy for the stochastic synthesis of chemical processes in which flexibility and ability to adjust manipulated variables are taken i...
Zorka Novak Pintaric, Zdravko Kravanja
ARTMED
2004
145views more  ARTMED 2004»
13 years 11 months ago
A novel kernelized fuzzy C-means algorithm with application in medical image segmentation
: Image segmentation plays a crucial role in many medical imaging applications. In this paper, we present a novel algorithm for fuzzy segmentation of magnetic resonance imaging (MR...
Dao-Qiang Zhang, Song-Can Chen
TSMC
2008
83views more  TSMC 2008»
13 years 11 months ago
Video-on-Demand Network Design and Maintenance Using Fuzzy Optimization
Video
Arash Abadpour, Attahiru Sule Alfa, J. Diamond
TNN
2008
88views more  TNN 2008»
13 years 11 months ago
A Fault-Tolerant Regularizer for RBF Networks
In classical training methods for node open fault, we need to consider many potential faulty networks. When the multinode fault situation is considered, the space of potential faul...
Chi-Sing Leung, J. P. F. Sum