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166
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ICDM
2003
IEEE
153views Data Mining» more  ICDM 2003»
15 years 10 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
165
Voted
ISI
2005
Springer
15 years 11 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
85
Voted
ISBI
2006
IEEE
16 years 6 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
16 years 3 days 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
150
Voted
MDM
2007
Springer
154views Communications» more  MDM 2007»
15 years 11 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 ...