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ICDM
2007
IEEE
129views Data Mining» more  ICDM 2007»
15 years 10 months ago
A Generalization of Proximity Functions for K-Means
K-means is a widely used partitional clustering method. A large amount of effort has been made on finding better proximity (distance) functions for K-means. However, the common c...
Junjie Wu, Hui Xiong, Jian Chen, Wenjun Zhou
CIARP
2007
Springer
15 years 10 months ago
Generalizing Dissimilarity Representations Using Feature Lines
A crucial issue in dissimilarity-based classification is the choice of the representation set. In the small sample case, classifiers capable of a good generalization and the inje...
Mauricio Orozco-Alzate, Robert P. W. Duin, C&eacut...
ASYNC
2005
IEEE
118views Hardware» more  ASYNC 2005»
15 years 9 months ago
Modeling and Verifying Circuits Using Generalized Relative Timing
We propose a novel technique for modeling and verifying timed circuits based on the notion of generalized relative timing. Generalized relative timing constraints can express not ...
Sanjit A. Seshia, Randal E. Bryant, Kenneth S. Ste...
ICRA
2000
IEEE
180views Robotics» more  ICRA 2000»
15 years 8 months ago
Interactive Motion Planning Using Hardware-Accelerated Computation of Generalized Voronoi Diagrams
We present techniques for fast motion planning by using discrete approximations of generalized Voronoi diagrams, computed with graphics hardware. Approaches based on this diagram ...
Kenneth E. Hoff III, Tim Culver, John Keyser, Ming...
KDD
1998
ACM
106views Data Mining» more  KDD 1998»
15 years 8 months ago
Simultaneous Reliability Evaluation of Generality and Accuracy for Rule Discovery in Databases
This paper presents an algorithm for discovering conjunction rules with high reliability from data sets. The discovery of conjunction rules, each of which is a restricted form of ...
Einoshin Suzuki