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PAKDD
2000
ACM
108views Data Mining» more  PAKDD 2000»
15 years 7 months ago
Association Rules
Tao Zhang
PAKDD
2000
ACM
140views Data Mining» more  PAKDD 2000»
15 years 7 months ago
Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases
The objective of data reduction is to obtain a compact representation of a large data set to facilitate repeated use of non-redundant information with complex and slow learning alg...
Slobodan Vucetic, Zoran Obradovic
110
Voted
PAKDD
2000
ACM
100views Data Mining» more  PAKDD 2000»
15 years 7 months ago
Discovery of Relevant Weights by Minimizing Cross-Validation Error
In order to discover relevant weights of neural networks, this paper proposes a novel method to learn a distinct squared penalty factor for each weight as a minimization problem ov...
Kazumi Saito, Ryohei Nakano
PAKDD
2000
ACM
128views Data Mining» more  PAKDD 2000»
15 years 7 months ago
Efficient Detection of Local Interactions in the Cascade Model
Detection of interactions among data items constitutes an essential part of knowledge discovery. The cascade model is a rule induction methodology using levelwise expansion of a la...
Takashi Okada
ICPR
2010
IEEE
15 years 7 months ago
Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions
—In this paper, we propose a method to model the material constants (Young’s modulus) of the skin in subregions of the face from the motion observed in multiple facial expressi...
Vasant Manohar, Matthew Shreve, Dmitry Goldgof, Su...