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IJCNN
2007
IEEE
14 years 4 months ago
Iterative Feature Selection in Gaussian Mixture Clustering with Automatic Model Selection
— This paper proposes an algorithm to deal with the feature selection in Gaussian mixture clustering by an iterative way: the algorithm iterates between the clustering and the un...
Hong Zeng, Yiu-ming Cheung
INFOCOM
2007
IEEE
14 years 4 months ago
Cost and Collision Minimizing Forwarding Schemes for Wireless Sensor Networks
—The paper presents a novel integrated MAC/routing scheme for wireless sensor networking. Our design objective is to elect the next hop for data forwarding by minimizing the numb...
Michele Rossi, Nicola Bui, Michele Zorzi
ILP
2007
Springer
14 years 4 months ago
Learning with Kernels and Logical Representations
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
Paolo Frasconi
MLG
2007
Springer
14 years 4 months ago
Inferring Vertex Properties from Topology in Large Networks
: Network topology not only tells about tightly-connected “communities,” but also gives cues on more subtle properties of the vertices. We introduce a simple probabilistic late...
Janne Sinkkonen, Janne Aukia, Samuel Kaski
ETFA
2006
IEEE
14 years 3 months ago
Synthesis of Distributed Controllers by Means of a Monolithic Approach
Abstract. In this paper, reverse partially-marked safe net condition/event systems (RsNCES) are introduced, rules of their functioning are defined and convenient interpretation met...
Dirk Missal, Hans-Michael Hanisch