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113
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NC
2002
196views Neural Networks» more  NC 2002»
15 years 1 months ago
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation
Second order statistics have formed the basis of learning and adaptation due to its appeal and analytical simplicity. On the other hand, in many realistic engineering problems requ...
Deniz Erdogmus, José Carlos Príncipe...
90
Voted
IJSYSC
2010
92views more  IJSYSC 2010»
15 years 10 days ago
Constrained optimal control: an application to semiactive suspension systems
This paper applies three different control techniques to the design of a quarter car semiactive suspension system. The three techniques, originally developed to solve a constrain...
Tina Paschedag, Alessandro Giua, Carla Seatzu
99
Voted
MSOM
2010
77views more  MSOM 2010»
15 years 9 days ago
To Wave or Not to Wave? Order Release Policies for Warehouses with an Automated Sorter
Wave-based release policies are prevalent in warehouses with an automated sorter, and take different forms depending on how much waves overlap and whether the sorter is split for...
Jérémie Gallien, Théophane We...
PKDD
2010
Springer
128views Data Mining» more  PKDD 2010»
15 years 8 days ago
Learning to Tag from Open Vocabulary Labels
Most approaches to classifying media content assume a fixed, closed vocabulary of labels. In contrast, we advocate machine learning approaches which take advantage of the millions...
Edith Law, Burr Settles, Tom M. Mitchell
RAS
2010
104views more  RAS 2010»
15 years 8 days ago
A hybrid controller based on the egocentric perceptual principle
In this paper we extend the control methodology based on Extended Markov Tracking (EMT) by providing the control algorithm with capabilities to calibrate and even partially recons...
Zinovi Rabinovich, Nicholas R. Jennings