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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 4 months ago
Laplacian Spectrum Learning
Abstract. The eigenspectrum of a graph Laplacian encodes smoothness information over the graph. A natural approach to learning involves transforming the spectrum of a graph Laplaci...
Pannagadatta K. Shivaswamy, Tony Jebara
FMCAD
1998
Springer
15 years 10 months ago
Combining Symbolic Model Checking with Uninterpreted Functions for Out-of-Order Processor Verification
We present a new approach to the verification of hardware systems with data dependencies using temporal logic symbolic model checking. As a benchmark we take Tomasulo's algori...
Sergey Berezin, Armin Biere, Edmund M. Clarke, Yun...
GLOBECOM
2006
IEEE
16 years 13 days ago
Efficient transmission of MP3 streams over VPNs
— Multimedia applications communicating over a next generation VPN architecture that allows selective encryption can leverage the security properties of a VPN with its performanc...
Shashank Khanvilkar, Ashfaq A. Khokhar
ICML
2004
IEEE
15 years 11 months ago
Active learning using pre-clustering
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...
Hieu Tat Nguyen, Arnold W. M. Smeulders
IDEAL
2009
Springer
16 years 28 days ago
STORM - A Novel Information Fusion and Cluster Interpretation Technique
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...
Jan Feyereisl, Uwe Aickelin