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KDD
2010
ACM
242views Data Mining» more  KDD 2010»
13 years 10 months ago
A scalable two-stage approach for a class of dimensionality reduction techniques
Dimensionality reduction plays an important role in many data mining applications involving high-dimensional data. Many existing dimensionality reduction techniques can be formula...
Liang Sun, Betul Ceran, Jieping Ye
PAMI
2007
148views more  PAMI 2007»
13 years 8 months ago
Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique
This paper considers the problem of dimensionality reduction by orthogonal projection techniques. The main feature of the proposed techniques is that they attempt to preserve both...
Effrosini Kokiopoulou, Yousef Saad
VLSISP
2002
139views more  VLSISP 2002»
13 years 8 months ago
A Modified Minimum Classification Error (MCE) Training Algorithm for Dimensionality Reduction
Dimensionality reduction is an important problem in pattern recognition. There is a tendency of using more and more features to improve the performance of classifiers. However, not...
Xuechuan Wang, Kuldip K. Paliwal
DATE
2000
IEEE
128views Hardware» more  DATE 2000»
14 years 1 months ago
A Bus Delay Reduction Technique Considering Crosstalk
As the CMOS technology scaled down, the horizontal coupling capacitance between adjacent wires plays dominant part in wire load, crosstalk interference becomes a serious problem f...
Kei Hirose, Hiroto Yasuura
ICCCN
2007
IEEE
14 years 3 months ago
A Novel Signal Reconstruction Algorithm for Perception Based Data Reduction in Haptic Signal Communication
The performance and immersiveness of telepresence and teleaction systems critically depend on the quality of the communication between the operator and the teleoperator. High pack...
Julius Kammerl, Peter Hinterseer, Eckehard G. Stei...