Sciweavers

297 search results - page 13 / 60
» Ensemble system with i-trace
Sort
View
CAISE
2010
Springer
15 years 7 months ago
Interaction-Driven Self-adaptation of Service Ensembles
Abstract. The emergence of large-scale online collaboration requires current information systems to be apprehended as service ensembles comprising human and software service entiti...
Christoph Dorn, Schahram Dustdar
RECSYS
2009
ACM
15 years 10 months ago
Ensemble methods for improving the performance of neighborhood-based collaborative filtering
Alon Schclar, Alexander Tsikinovsky, Lior Rokach, ...
GECCO
2011
Springer
274views Optimization» more  GECCO 2011»
14 years 9 months ago
Fuzzy dynamical genetic programming in XCSF
—A number of representation schemes have been presented for use within Learning Classifier Systems, ranging from binary encodings to Neural Networks, and more recently Dynamical ...
Richard Preen, Larry Bull
IDA
2002
Springer
15 years 5 months ago
Boosting strategy for classification
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
Huma Lodhi, Grigoris J. Karakoulas, John Shawe-Tay...
AAAI
2011
14 years 6 months ago
Exploiting Phase Transition in Latent Networks for Clustering
In this paper, we model the pair-wise similarities of a set of documents as a weighted network with a single cutoff parameter. Such a network can be thought of an ensemble of unwe...
Vahed Qazvinian, Dragomir R. Radev