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CSDA
2010
139views more  CSDA 2010»
13 years 10 months ago
Detecting influential observations in Kernel PCA
Kernel Principal Component Analysis extends linear PCA from a Euclidean space to any reproducing kernel Hilbert space. Robustness issues for Kernel PCA are studied. The sensitivit...
Michiel Debruyne, Mia Hubert, Johan Van Horebeek
JCB
2000
107views more  JCB 2000»
13 years 10 months ago
A Discriminative Framework for Detecting Remote Protein Homologies
A new method for detecting remote protein homologies is introduced and shown to perform well in classifying protein domains by SCOP superfamily. The method is a variant of support...
Tommi Jaakkola, Mark Diekhans, David Haussler
INFOCOM
2000
IEEE
14 years 2 months ago
Message Stability Detection for Reliable Multicast
—Many scalable reliable multicast protocols use the local repair scheme where certain receivers retransmit packets by other receivers. Such schemes need a mechanism, called messa...
Katherine Guo, Injong Rhee
DSN
2007
IEEE
14 years 4 months ago
Failure Resilience for Device Drivers
Studies have shown that device drivers and extensions contain 3–7 times more bugs than other operating system code and thus are more likely to fail. Therefore, we present a fail...
Jorrit N. Herder, Herbert Bos, Ben Gras, Philip Ho...
DCOSS
2007
Springer
14 years 4 months ago
Dwarf: Delay-aWAre Robust Forwarding for Energy-Constrained Wireless Sensor Networks
With the field of wireless sensor networks rapidly maturing, the focus shifts from “easy” deployments, like remote monitoring, to more difficult domains where applications imp...
Mario Strasser, Andreas Meier, Koen Langendoen, Ph...