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NIPS
2003
13 years 10 months ago
Fast Algorithms for Large-State-Space HMMs with Applications to Web Usage Analysis
In applying Hidden Markov Models to the analysis of massive data streams, it is often necessary to use an artificially reduced set of states; this is due in large part to the fac...
Pedro F. Felzenszwalb, Daniel P. Huttenlocher, Jon...
ANOR
2010
119views more  ANOR 2010»
13 years 8 months ago
Alternating local search based VNS for linear classification
We consider the linear classification method consisting of separating two sets of points in d-space by a hyperplane. We wish to determine the hyperplane which minimises the sum of...
Frank Plastria, Steven De Bruyne, Emilio Carrizosa
TOG
2012
230views Communications» more  TOG 2012»
11 years 11 months ago
Decoupling algorithms from schedules for easy optimization of image processing pipelines
Using existing programming tools, writing high-performance image processing code requires sacrificing readability, portability, and modularity. We argue that this is a consequenc...
Jonathan Ragan-Kelley, Andrew Adams, Sylvain Paris...
ICRA
2003
IEEE
94views Robotics» more  ICRA 2003»
14 years 1 months ago
Enveloping obstacles with hexagonal metamorphic robots
Abstract— The problem addressed is the distributed reconfiguration of a metamorphic robot system composed of any number of two dimensional robots (modules). The initial configu...
Jennifer E. Walter, Elizabeth M. Tsai, Nancy M. Am...
DAC
2010
ACM
14 years 15 days ago
Cyber-physical energy systems: focus on smart buildings
Operating at the intersection of multiple sensing and control systems designed for occupant comfort, performability and operational efficiency, modern buildings represent a protot...
Jan Kleissl, Yuvraj Agarwal