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ICML
2009
IEEE
16 years 2 months ago
Learning spectral graph transformations for link prediction
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
Andreas Lommatzsch, Jérôme Kunegis
ICRA
2008
IEEE
122views Robotics» more  ICRA 2008»
15 years 8 months ago
Duration prediction for proactive replanning
— Proactive replanning attempts to predict scheduling problems or opportunities and adapt to them throughout a schedule’s execution. By continuously predicting a task’s remai...
Brennan Sellner, Reid G. Simmons
SMI
2008
IEEE
127views Image Analysis» more  SMI 2008»
15 years 8 months ago
Optimal bandwidth selection for MLS surfaces
We address the problem of bandwidth selection in MLS surfaces. While the problem has received relatively little attention in the literature, we show that appropriate selection pla...
Hao Wang, Carlos Eduardo Scheidegger, Cláud...
ECRTS
2005
IEEE
15 years 7 months ago
A Space-Optimal Wait-Free Real-Time Synchronization Protocol
We present a wait-free protocol for the single-writer, multiple-reader problem in small-memory, embedded real-time systems. We analytically establish that our protocol requires le...
Hyeonjoong Cho, Binoy Ravindran, E. Douglas Jensen
IWANN
2005
Springer
15 years 7 months ago
Load Forecasting Using Fixed-Size Least Squares Support Vector Machines
Based on the Nystr¨om approximation and the primal-dual formulation of Least Squares Support Vector Machines (LS-SVM), it becomes possible to apply a nonlinear model to a large sc...
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moo...