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ADAPTIVE
2007
Springer
16 years 1 months ago
Collaborative Filtering Recommender Systems
One of the potent personalization technologies powering the adaptive web is collaborative filtering. Collaborative filtering (CF) is the process of filtering or evaluating items th...
J. Ben Schafer, Dan Frankowski, Jonathan L. Herloc...
APN
2007
Springer
16 years 1 months ago
A Compositional Method for the Synthesis of Asynchronous Communication Mechanisms
Asynchronous data communication mechanisms (ACMs) have been extensively studied as data connectors between independently timed concurrent processes. In previous work, an automatic ...
Kyller Costa Gorgônio, Jordi Cortadella, Fei...
COCO
2007
Springer
106views Algorithms» more  COCO 2007»
16 years 29 days ago
The Complexity of Polynomials and Their Coefficient Functions
We study the link between the complexity of a polynomial and that of its coefficient functions. Valiant’s theory is a good setting for this, and we start by generalizing one of V...
Guillaume Malod
COLT
2007
Springer
16 years 29 days ago
Occam's Hammer
Abstract. We establish a generic theoretical tool to construct probabilistic bounds for algorithms where the output is a subset of objects from an initial pool of candidates (or mo...
Gilles Blanchard, François Fleuret
153
Voted
GECCO
2007
Springer
210views Optimization» more  GECCO 2007»
16 years 29 days ago
Markov chain models of bare-bones particle swarm optimizers
We apply a novel theoretical approach to better understand the behaviour of different types of bare-bones PSOs. It avoids many common but unrealistic assumptions often used in an...
Riccardo Poli, William B. Langdon