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ICDM
2003
IEEE
153views Data Mining» more  ICDM 2003»
14 years 2 months ago
Dimensionality Reduction Using Kernel Pooled Local Discriminant Information
We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...
Peng Zhang, Jing Peng, Carlotta Domeniconi
ISI
2005
Springer
14 years 2 months ago
Information Supply Chain: A Unified Framework for Information-Sharing
To balance demand and supply of information, we propose a framework called “information supply chain” (ISC). This framework is based on supply chain management (SCM), which has...
Shuang Sun, John Yen
ISBI
2006
IEEE
14 years 9 months ago
Incremental learning for segmentation in medical images
Hand-coded vision systems are problematic in complex medical domains and are hard to change as new information emerges. Knowledge-Engineering and Machine Learning approaches to in...
Avishkar Misra, Arcot Sowmya, Paul Compton
GLOBECOM
2009
IEEE
14 years 3 months ago
Fusion and Diversity Trade-Offs in Cooperative Estimation over Fading Channels
—In this paper we consider a network of distributed sensors that are trying to measure a parameter of interest cooperatively, by exchanging their acquired information repeatedly ...
Mehrzad Malmirchegini, Yasamin Mostofi
MDM
2007
Springer
154views Communications» more  MDM 2007»
14 years 3 months ago
Analysis of Security and Privacy Issues in RFID-Based Reference Point Systems
In this paper, we analyze security and privacy issues in RFID-based reference point systems, which seamlessly provide high resolution location information so as to enable innovati...
Oranat Sangratanachaikul, Leping Huang, Shin'ichi ...